Add comprehensive Ableton MCP server controls for tracks, clips, scenes, and devices

[IMNMV]

PR Type

Enhancement, Documentation

---

Description

• Extensive expansion of Ableton Live remote scripting capabilities with 60+ new methods covering recording control, arrangement editing, clip manipulation, and audio processing

• Added 40+ new MCP tool functions for comprehensive Ableton Live control including recording management, loop control, scene operations, and clip manipulation

• Implemented advanced audio analysis features with transient detection, BPM analysis, frequency content estimation, and waveform characteristics

• Added 8 new read-only commands for querying loop info, device parameters, audio clip info, clip notes, arrangement clips, and macro values

• Expanded state-modifying commands to include 40+ new operations for recording, arrangement editing, and audio processing

• Comprehensive documentation updates with 50+ new example commands and detailed capability sections for recording, arrangement, clips, tracks, devices, audio operations, and automation

---

Diagram Walkthrough

flowchart LR
  A["Remote Script<br/>__init__.py"] -->|"60+ new methods"| B["Recording &<br/>Arrangement Control"]
  A -->|"Audio Analysis"| C["Audio Processing<br/>Features"]
  A -->|"8 read-only<br/>40+ state-modifying"| D["Command Expansion"]
  E["MCP Server<br/>server.py"] -->|"40+ new tools"| B
  E -->|"Advanced Features"| C
  F["README.md"] -->|"50+ examples<br/>Detailed docs"| G["User Documentation"]
  B --> H["Enhanced<br/>Ableton Control"]
  C --> H
  G --> H

Loading

File Walkthrough

	Relevant files
Enhancement	__init__.py Extensive expansion of recording, audio, and arrangement capabilities AbletonMCP_Remote_Script/init.py Added 8 new read-only commands for querying loop info, device parameters, audio clip info, clip notes, arrangement clips, and macro values Expanded state-modifying commands list to include 40+ new operations for recording, arrangement editing, clip manipulation, and audio processing Implemented 60+ new methods covering recording control, scene management, clip operations, audio analysis, automation, and arrangement navigation Added comprehensive audio clip analysis with transient detection, BPM analysis, frequency content estimation, and waveform characteristics +2471/-386 server.py Extensive expansion of Ableton Live MCP tool functions      MCP_Server/server.py Added 40+ new MCP tool functions for comprehensive Ableton Live control including recording, arrangement, clips, tracks, and automation Extended the allowed commands list in send_command() to include all new command types New tools cover recording management (arm_track, disarm_track, start_arrangement_recording), loop control (set_loop_start, set_loop_end, set_loop_length), scene operations (create_scene, delete_scene, trigger_scene), and clip manipulation (quantize_clip, transpose_clip, duplicate_clip) Added advanced features like audio analysis (analyze_audio_clip), MIDI capture (capture_midi), groove application (apply_groove), automation creation, and arrangement editing (delete_time, duplicate_time, insert_silence) +1164/-10
Documentation	README.md Comprehensive documentation of new recording and audio features README.md Added new capability sections documenting arrangement recording, audio sample loading, audio warping, and audio analysis features Expanded capabilities list with detailed subsections for session management, clip operations, scene management, playback/recording, arrangement navigation, devices, audio operations, and automation Added 50+ new example commands covering recording, arrangement editing, clip manipulation, track mixing, device control, audio analysis, and automation workflows +164/-7

---

Summary by CodeRabbit

• New Features

  • Adds a large set of new Ableton controls (now ~76 tools) for scenes, arrangement recording, clips, devices, tracks, automation, audio analysis/transcription, freezing/export and playback/recording.

• Improvements

  • Many commands now return structured JSON; improved error handling, logging, browser orchestration helpers and audio-analysis integration.

• Documentation

  • README expanded with new capabilities, examples, and a Quick Install workflow.

• Chores

  • Project renamed and version bumped; package/script names and install metadata updated; audio2llm dependency added.

_{✏️ Tip: You can customize this high-level summary in your review settings.}

[coderabbitai]

Important

Review skipped

Review was skipped as selected files did not have any reviewable changes.

💤 Files selected but had no reviewable changes (1)

• AbletonMCP_Remote_Script/init.py

You can disable this status message by setting the reviews.review_status to false in the CodeRabbit configuration file.

📝 Walkthrough

Walkthrough

Added a large set of new MCP server endpoints and helpers for arrangement, recording, scenes, tracks, clips, devices, automation, audio analysis/transcription and browser/file resolution; README updated to document features and install; packaging metadata and dependencies updated for the extended distribution.

Changes

Cohort / File(s)	Summary
Server: API Additions MCP_Server/server.py	Added ~70 new public methods (arrangement recording, loop/playback, scenes, clip ops, device/macro controls, automation, grouping, track controls, browser helpers, audio analysis/transcription, freeze/export). Expanded command dispatch, JSON-returning endpoints, error handling and browser/file resolution.
Documentation README.md	Renamed product to "AbletonMCP Extended", expanded capabilities (arrangement, recording, audio analysis, export, 76 tools), updated example commands and Quick Install instructions to use ableton-mcp-extended.
Packaging & Metadata pyproject.toml	Project renamed to ableton-mcp-extended, version bumped to 2.2.0, author/URLs updated, entry-point renamed, added audio2llm>=0.1.0 dependency and [tool.setuptools] packages = ["MCP_Server"].

Sequence Diagram(s)

sequenceDiagram
  autonumber
  participant Client
  participant MCP_Server
  participant Ableton as "Ableton Live"
  participant Browser as "Browser / Filesystem"
  participant Analyzer as "audio2llm (optional)"

  Note over Client,MCP_Server: Client issues API request (action + params)
  Client->>MCP_Server: POST /command (e.g., load_audio_sample, trigger_scene, analyze_audio_file)
  MCP_Server->>Ableton: open connection / send action
  alt requires file/browser resolution
    MCP_Server->>Browser: resolve `file_path` or `browser_uri`
    Browser-->>MCP_Server: resolved URI / metadata
    MCP_Server->>Ableton: send load/sample with resolved URI
  end
  alt audio analysis/transcription
    MCP_Server->>Analyzer: upload audio (if available)
    Analyzer-->>MCP_Server: analysis / transcription result
  end
  Ableton-->>MCP_Server: success or error
  MCP_Server-->>Client: JSON result or status message (with logging)

Loading

Estimated code review effort

🎯 4 (Complex) | ⏱️ ~45 minutes

Poem

🐰 I hopped in and added endpoints bright,
Scenes, clips, and loops to play through the night.
I baked new tools and made the tracks sing,
Transcribed a beat and gave the server a spring.
Carrots, code, and a tiny hop of delight.

Pre-merge checks and finishing touches

✅ Passed checks (3 passed)

Check name	Status	Explanation
Description Check	✅ Passed	Check skipped - CodeRabbit’s high-level summary is enabled.
Title check	✅ Passed	The title 'Add comprehensive Ableton MCP server controls for tracks, clips, scenes, and devices' directly summarizes the main changes—extensive new MCP server tool functions for controlling tracks, clips, scenes, and devices, plus related documentation and project updates.
Docstring Coverage	✅ Passed	Docstring coverage is 100.00% which is sufficient. The required threshold is 80.00%.

---

Thanks for using CodeRabbit! It's free for OSS, and your support helps us grow. If you like it, consider giving us a shout-out.

❤️ Share

• X
• Mastodon
• Reddit
• LinkedIn

_{Comment @coderabbitai help to get the list of available commands and usage tips.}

[qodo-code-review]

PR Compliance Guide 🔍

Below is a summary of compliance checks for this PR:

Security Compliance
⚪	Missing access control Description: The PR adds many new remote command handlers that can significantly modify Ableton Live state (e.g., _start_arrangement_recording, _delete_time, _set_track_send, _load_audio_sample) but no access-control/authentication checks are visible in the new dispatch paths, creating a realistic risk of unauthorized remote control if the command interface is reachable outside a trusted boundary. init.py [868-3147] Referred Code def _arm_track(self, track_index): """Arm a track for recording""" try: if track_index < 0 or track_index >= len(self._song.tracks): raise IndexError("Track index out of range") track = self._song.tracks[track_index] # Check if the track can be armed if not track.can_be_armed: raise Exception("Track cannot be armed (may be an audio track without audio input)") track.arm = True result = { "track_index": track_index, "track_name": track.name, "armed": track.arm } return result except Exception as e: ... (clipped 2259 lines)
	Sensitive information exposure Description: Newly added responses/logging can expose sensitive local information such as available browser attributes and local filesystem paths (e.g., logging browser_attrs and returning clip.file_path / including user-provided file_path in logs), which could leak environment details to remote callers or logs. init.py [1791-2021] Referred Code # Log available browser attributes to help diagnose issues browser_attrs = [attr for attr in dir(app.browser) if not attr.startswith('_')] self.log_message("Available browser attributes: {0}".format(browser_attrs)) # Parse the path path_parts = path.split("/") if not path_parts: raise ValueError("Invalid path") # Determine the root category root_category = path_parts[0].lower() current_item = None # Check standard categories first if root_category == "instruments" and hasattr(app.browser, 'instruments'): current_item = app.browser.instruments elif root_category == "sounds" and hasattr(app.browser, 'sounds'): current_item = app.browser.sounds elif root_category == "drums" and hasattr(app.browser, 'drums'): current_item = app.browser.drums elif root_category == "audio_effects" and hasattr(app.browser, 'audio_effects'): ... (clipped 210 lines)
Ticket Compliance
⚪	🎫 No ticket provided Create ticket/issue
Codebase Duplication Compliance
⚪	Codebase context is not defined Follow the guide to enable codebase context checks.
Custom Compliance
🟢	Generic: Meaningful Naming and Self-Documenting Code Objective: Ensure all identifiers clearly express their purpose and intent, making code self-documenting Status: Passed Learn more about managing compliance generic rules or creating your own custom rules
🔴	Generic: Comprehensive Audit Trails Objective: To create a detailed and reliable record of critical system actions for security analysis and compliance. Status: Missing action logs: The PR adds many state-changing commands (e.g., recording, deleting clips, deleting time, setting params) but only logs exceptions and does not log successful critical actions with actor/context/outcome to support audit reconstruction. Referred Code def _arm_track(self, track_index): """Arm a track for recording""" try: if track_index < 0 or track_index >= len(self._song.tracks): raise IndexError("Track index out of range") track = self._song.tracks[track_index] # Check if the track can be armed if not track.can_be_armed: raise Exception("Track cannot be armed (may be an audio track without audio input)") track.arm = True result = { "track_index": track_index, "track_name": track.name, "armed": track.arm } return result except Exception as e: ... (clipped 2259 lines) Learn more about managing compliance generic rules or creating your own custom rules
	Generic: Robust Error Handling and Edge Case Management Objective: Ensure comprehensive error handling that provides meaningful context and graceful degradation Status: Swallowed exceptions: New code introduces silent failure patterns (e.g., a bare except: pass during clip duplication) and uses broad exceptions without consistent validation of input structures (e.g., automation_points dict keys), reducing debuggability and robustness. Referred Code try: self._song.view.highlighted_clip_slot = duplicated_slot self._song.view.highlighted_clip_slot.clip.duplicate_loop() except: pass result = { "duplicated": True } return result except Exception as e: self.log_message("Error duplicating clip: " + str(e)) raise # Track grouping and mixing methods def _create_audio_track(self, index): """Create a new audio track""" try: if index < 0: index = len(self._song.tracks) ... (clipped 1358 lines) Learn more about managing compliance generic rules or creating your own custom rules
	Generic: Secure Logging Practices Objective: To ensure logs are useful for debugging and auditing without exposing sensitive information like PII, PHI, or cardholder data. Status: Sensitive data in logs: New logging includes potentially sensitive internal details such as full tracebacks and environment/browser introspection (Available browser attributes) and may log local file paths when loading/analyzing clips, which is not structured nor sanitized. Referred Code # Log available browser attributes to help diagnose issues browser_attrs = [attr for attr in dir(app.browser) if not attr.startswith('_')] self.log_message("Available browser attributes: {0}".format(browser_attrs)) # Parse the path path_parts = path.split("/") if not path_parts: raise ValueError("Invalid path") # Determine the root category root_category = path_parts[0].lower() current_item = None # Check standard categories first if root_category == "instruments" and hasattr(app.browser, 'instruments'): current_item = app.browser.instruments elif root_category == "sounds" and hasattr(app.browser, 'sounds'): current_item = app.browser.sounds elif root_category == "drums" and hasattr(app.browser, 'drums'): current_item = app.browser.drums elif root_category == "audio_effects" and hasattr(app.browser, 'audio_effects'): ... (clipped 592 lines) Learn more about managing compliance generic rules or creating your own custom rules
	Generic: Security-First Input Validation and Data Handling Objective: Ensure all data inputs are validated, sanitized, and handled securely to prevent vulnerabilities Status: Insufficient input validation: Multiple new handlers accept external parameters without type/range/schema validation (e.g., automation_points assumed to contain time/value, volume/pan not clamped, loop markers not checked for ordering), risking runtime errors and unsafe state changes. Referred Code track_index = params.get("track_index", 0) item_uri = params.get("item_uri", "") result = self._load_browser_item(track_index, item_uri) elif command_type == "arm_track": track_index = params.get("track_index", 0) result = self._arm_track(track_index) elif command_type == "disarm_track": track_index = params.get("track_index", 0) result = self._disarm_track(track_index) elif command_type == "set_arrangement_overdub": enabled = params.get("enabled", False) result = self._set_arrangement_overdub(enabled) elif command_type == "start_arrangement_recording": result = self._start_arrangement_recording() elif command_type == "stop_arrangement_recording": result = self._stop_arrangement_recording() elif command_type == "set_loop_start": position = params.get("position", 0.0) result = self._set_loop_start(position) elif command_type == "set_loop_end": position = params.get("position", 4.0) ... (clipped 2802 lines) Learn more about managing compliance generic rules or creating your own custom rules
⚪	Generic: Secure Error Handling Objective: To prevent the leakage of sensitive system information through error messages while providing sufficient detail for internal debugging. Status: Traceback exposure risk: The PR logs full stack traces via traceback.format_exc() and re-raises exceptions, which may expose internal details to end-users depending on how log_message and command responses are surfaced externally. Referred Code except Exception as e: self.log_message("Error getting browser items at path: {0}".format(str(e))) self.log_message(traceback.format_exc()) raise # Audio clip manipulation methods def _load_audio_sample(self, track_index, clip_index, file_path, browser_uri): """Load an audio sample into a clip slot""" try: if track_index < 0 or track_index >= len(self._song.tracks): raise IndexError("Track index out of range") track = self._song.tracks[track_index] if clip_index < 0 or clip_index >= len(track.clip_slots): raise IndexError("Clip index out of range") clip_slot = track.clip_slots[clip_index] # Access the application's browser ... (clipped 1238 lines) Learn more about managing compliance generic rules or creating your own custom rules
Update

Compliance status legend

🟢 - Fully Compliant
🟡 - Partial Compliant
🔴 - Not Compliant
⚪ - Requires Further Human Verification
🏷️ - Compliance label

[qodo-code-review]

PR Code Suggestions ✨

Explore these optional code suggestions:

Category	Suggestion	Impact
Possible issue	Fix incorrect clip duplication logic Refactor _duplicate_clip to correctly duplicate a clip to a new destination using the application's copy and paste functionality, as the current implementation is flawed. AbletonMCP_Remote_Script/init.py [1310-1349] def _duplicate_clip(self, source_track, source_clip, dest_track, dest_clip): """Duplicate a clip""" try: if source_track < 0 or source_track >= len(self._song.tracks): raise IndexError("Source track index out of range") if dest_track < 0 or dest_track >= len(self._song.tracks): raise IndexError("Destination track index out of range") src_track = self._song.tracks[source_track] dst_track = self._song.tracks[dest_track] if source_clip < 0 or source_clip >= len(src_track.clip_slots): raise IndexError("Source clip index out of range") if dest_clip < 0 or dest_clip >= len(dst_track.clip_slots): raise IndexError("Destination clip index out of range") src_slot = src_track.clip_slots[source_clip] dst_slot = dst_track.clip_slots[dest_clip] if not src_slot.has_clip: raise Exception("No clip in source slot") - # Duplicate the clip - src_track.duplicate_clip_slot(source_clip) - duplicated_slot = src_track.clip_slots[source_clip + 1] - - # Move to destination - try: - self._song.view.highlighted_clip_slot = duplicated_slot - self._song.view.highlighted_clip_slot.clip.duplicate_loop() - except: - pass + # Use copy/paste to move the clip + self._song.view.select_clip_slot(src_slot) + self.application().view.copy_track_or_clip() + self._song.view.select_clip_slot(dst_slot) + self.application().view.paste_track_or_clip() result = { - "duplicated": True + "duplicated": True, + "source_track": source_track, + "source_clip": source_clip, + "dest_track": dest_track, + "dest_clip": dest_clip } return result except Exception as e: self.log_message("Error duplicating clip: " + str(e)) raise Apply / Chat Suggestion importance[1-10]: 9 __ Why: The suggestion correctly identifies that the _duplicate_clip function is fundamentally broken and does not move the duplicated clip to the destination, proposing a robust fix using the correct API methods.	High
	Implement correct track grouping logic Complete the implementation of _group_tracks by selecting all specified tracks and calling the group_tracks method, as the current version is non-functional. AbletonMCP_Remote_Script/init.py [1371-1396] def _group_tracks(self, track_indices, name): """Group tracks""" try: - if not track_indices or len(track_indices) == 0: - raise ValueError("No tracks specified") + if not track_indices or len(track_indices) < 2: + raise ValueError("At least two tracks must be specified for grouping") - # Select the tracks + tracks_to_group = [] for i in track_indices: if i < 0 or i >= len(self._song.tracks): raise IndexError("Track index {0} out of range".format(i)) + tracks_to_group.append(self._song.tracks[i]) - # Group the tracks - select them first - # Note: In Live's Python API, we need to use view to group - self._song.view.selected_track = self._song.tracks[track_indices[0]] + # In the Live API, we must select the tracks in the view to group them + self._song.view.selected_tracks = tracks_to_group + + # This is the API call to group the selected tracks + self.application().view.group_tracks() - # Create group track - # This is a simplified version - actual grouping is complex + # The newly created group track is usually the last one selected + new_group_track = self._song.view.selected_track + if name and hasattr(new_group_track, 'name'): + new_group_track.name = name + result = { "grouped": True, "track_count": len(track_indices), - "name": name + "name": new_group_track.name } return result except Exception as e: self.log_message("Error grouping tracks: " + str(e)) raise Apply / Chat Suggestion importance[1-10]: 9 __ Why: The suggestion correctly identifies that the _group_tracks function is an incomplete placeholder and provides a correct, functional implementation using the proper Ableton Live API calls.	High
	Use correct API method for deletion Replace the call to the non-existent _song.delete_time method with the correct API method, _song.delete_time_range(start_time, end_time), to fix a runtime error. AbletonMCP_Remote_Script/init.py [2822-2842] def _delete_time(self, start_time, end_time): """Delete a section of time from the arrangement""" try: # Validate parameters if start_time >= end_time: raise ValueError("Start time must be less than end time") - # Use Live's delete_time method - self._song.delete_time(start_time, end_time - start_time) + # Use Live's delete_time_range method, which takes start and end times + self._song.delete_time_range(start_time, end_time) result = { "deleted_from": start_time, "deleted_to": end_time, "deleted_length": end_time - start_time } return result except Exception as e: self.log_message("Error deleting time: " + str(e)) self.log_message(traceback.format_exc()) raise Apply / Chat Suggestion importance[1-10]: 9 __ Why: The suggestion correctly identifies that the _delete_time function calls a non-existent API method, which would cause a runtime error, and provides the correct method name and signature.	High
	Correct macro index check Correct the index check in _get_macro_values from i < len(device.parameters) to i + 1 < len(device.parameters) to prevent a potential IndexError. AbletonMCP_Remote_Script/init.py [3004-3007] for i in range(8): - if i < len(device.parameters): + if i + 1 < len(device.parameters): # Macros are typically the first 8 parameters after the device on/off - macro_param = device.parameters[i + 1] if len(device.parameters) > i + 1 else None + macro_param = device.parameters[i + 1] Apply / Chat Suggestion importance[1-10]: 8 __ Why: The suggestion correctly identifies a potential IndexError due to a faulty bounds check and provides a correct and safer way to access device parameters.	Medium
	Wait for clip load Replace the fixed time.sleep(0.2) with a polling loop that checks clip_slot.has_clip with a timeout to robustly wait for an audio sample to load. AbletonMCP_Remote_Script/init.py [1954-1955] import time -time.sleep(0.2) +start = time.time() +while not clip_slot.has_clip and (time.time() - start) < 1.0: + time.sleep(0.05) Apply / Chat Suggestion importance[1-10]: 7 __ Why: The suggestion correctly identifies a potential race condition due to a fixed time.sleep and proposes a more robust polling mechanism to wait for the clip to load.	Medium
	Validate mutually exclusive parameters In the load_audio_sample function, add validation to ensure that either file_path or browser_uri is provided, but not both, to prevent ambiguous calls. MCP_Server/server.py [1136-1158] @mcp.tool() def load_audio_sample(ctx: Context, track_index: int, clip_index: int, file_path: str = "", browser_uri: str = "") -> str: """ Load an audio sample into a clip slot. Parameters: - track_index: Index of the track - clip_index: Index of the clip slot - file_path: Path to the audio file to load (WAV, MP3, AIFF, etc.) - browser_uri: URI of the sample in Ableton's browser (alternative to file_path) """ + if not (file_path or browser_uri) or (file_path and browser_uri): + return "Error: Please provide either a 'file_path' or a 'browser_uri', but not both." + try: ableton = get_ableton_connection() result = ableton.send_command("load_audio_sample", { "track_index": track_index, "clip_index": clip_index, "file_path": file_path, "browser_uri": browser_uri }) return f"Loaded audio sample into track {track_index}, slot {clip_index}" except Exception as e: logger.error(f"Error loading audio sample: {str(e)}") return f"Error loading audio sample: {str(e)}" Apply / Chat Suggestion importance[1-10]: 7 __ Why: This suggestion correctly identifies that file_path and browser_uri should be mutually exclusive and adds validation to prevent potential runtime errors, improving the function's robustness.	Medium
	Validate time range parameters In clear_automation, add a validation check to ensure start_time is not greater than end_time to prevent errors from an invalid time range. MCP_Server/server.py [1472-1494] @mcp.tool() def clear_automation(ctx: Context, track_index: int, parameter_name: str, start_time: float = 0.0, end_time: float = 999999.0) -> str: """ Clear automation for a track parameter in a time range. Parameters: - track_index: Index of the track - parameter_name: Name of the parameter (e.g., "Volume", "Pan") - start_time: Start time in beats (default: 0.0) - end_time: End time in beats (default: very large number for "all") """ + if start_time > end_time: + return f"Error: start_time ({start_time}) cannot be greater than end_time ({end_time})." try: ableton = get_ableton_connection() result = ableton.send_command("clear_automation", { "track_index": track_index, "parameter_name": parameter_name, "start_time": start_time, "end_time": end_time }) return f"Cleared automation for {parameter_name} on track {track_index}" except Exception as e: logger.error(f"Error clearing automation: {str(e)}") return f"Error clearing automation: {str(e)}" Apply / Chat Suggestion importance[1-10]: 7 __ Why: This suggestion correctly identifies a potential logic error where start_time could be greater than end_time and adds a necessary validation check to prevent unexpected behavior.	Medium
	Check drum kit URI presence In load_drum_kit, check if kit_uri is valid after retrieving it and before using it to prevent errors when loading the browser item. MCP_Server/server.py [1534-1538] kit_uri = loadable_kits[0].get("uri") +if not kit_uri: + return f"Error: no valid kit URI found for '{loadable_kits[0].get('name')}'" load_result = ableton.send_command("load_browser_item", { "track_index": track_index, "item_uri": kit_uri }) Apply / Chat Suggestion importance[1-10]: 7 __ Why: This suggestion correctly identifies that loadable_kits[0].get("uri") could return None, leading to an error. Adding a check for a valid kit_uri improves the function's robustness.	Medium
High-level	Refactor command handling for scalability Refactor the monolithic elif chain for command dispatching into a more scalable and maintainable command registry pattern, such as using a dictionary to map command names to their handler functions. Examples: AbletonMCP_Remote_Script/__init__.py [228-511] # Commands that don't modify state but need to be read elif command_type == "get_loop_info": response["result"] = self._get_loop_info() elif command_type == "get_device_parameters": track_index = params.get("track_index", 0) device_index = params.get("device_index", 0) response["result"] = self._get_device_parameters(track_index, device_index) elif command_type == "get_audio_clip_info": track_index = params.get("track_index", 0) clip_index = params.get("clip_index", 0) ... (clipped 274 lines) Solution Walkthrough: Before: def _handle_command(self, command_data): command_type = command_data.get("command") params = command_data.get("params") if command_type == "get_track_info": response["result"] = self._get_track_info(params.get("track_index")) elif command_type == "get_loop_info": response["result"] = self._get_loop_info() # ... dozens more elif statements for read-only commands elif command_type in [...list of state-modifying commands...]: def do_command(): if command_type == "arm_track": result = self._arm_track(params.get("track_index")) elif command_type == "set_loop_start": result = self._set_loop_start(params.get("position")) # ... dozens more elif statements for state-modifying commands response_queue.put(result) self.schedule_message(0, do_command) After: class MyRemoteScript: def __init__(self): self.read_only_handlers = { "get_track_info": self._handle_get_track_info, "get_loop_info": self._handle_get_loop_info, # ... } self.state_modifying_handlers = { "arm_track": self._handle_arm_track, "set_loop_start": self._handle_set_loop_start, # ... } def _handle_command(self, command_data): command_type = command_data.get("command") params = command_data.get("params") if command_type in self.read_only_handlers: response["result"] = self.read_only_handlers[command_type](params) elif command_type in self.state_modifying_handlers: self.schedule_message(0, lambda: self.state_modifying_handlers[command_type](params)) Suggestion importance[1-10]: 8 __ Why: The suggestion correctly identifies a major design flaw in _handle_command that is significantly worsened by the PR, and proposes a valid, scalable alternative that would greatly improve maintainability.	Medium
Update

[coderabbitai]

Actionable comments posted: 2

📜 Review details

Configuration used: defaults

Review profile: CHILL

Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between 23db002 and 2a4e803.

📒 Files selected for processing (1)

• pyproject.toml

🔇 Additional comments (1)

pyproject.toml (1)

27-28: Package declaration is correct.

The explicit package declaration includes only MCP_Server, which is correct. The repository contains two components: the MCP Server (Python package) and the Ableton Remote Script (AbletonMCP_Remote_Script). The Remote Script is a special MIDI Remote Script for Ableton Live that installs to Ableton's plugins folder via separate instructions, not as a standard Python package. Only the MCP Server should be declared in setuptools.packages.

[coderabbitai]

⚠️ Potential issue | 🔴 Critical

🧩 Analysis chain

🏁 Script executed:

#!/bin/bash
# Search for migration, upgrade, and documentation files
find . -maxdepth 2 -type f \( -name "README*" -o -name "CHANGELOG*" -o -name "MIGRATION*" -o -name "HISTORY*" \) -print0 | xargs -0 ls -la 2>/dev/null

echo "---"
echo "Searching for migration/upgrade/rename references in documentation:"
rg -i -l 'migrat|upgrad|rename|breaking|ableton-mcp' . --max-count=20 2>/dev/null | head -20

Repository: ahujasid/ableton-mcp

Length of output: 259

---

🏁 Script executed:

#!/bin/bash
# Check the full pyproject.toml to understand package configuration
cat -n pyproject.toml

Repository: ahujasid/ableton-mcp

Length of output: 1109

---

🏁 Script executed:

#!/bin/bash
# Check for any mention of "72 tools" and actual tool count
rg '72.*tools|ableton-mcp-extended|number.*tools' . --type py --type md --type txt 2>/dev/null | head -10

Repository: ahujasid/ableton-mcp

Length of output: 46

---

🏁 Script executed:

#!/bin/bash
# Check the actual package structure and contents
find . -name "*.py" -path "*/ableton*" -o -path "*/src/*" | head -20

Repository: ahujasid/ableton-mcp

Length of output: 46

---

🏁 Script executed:

#!/bin/bash
# Check README content for migration/rename information
head -100 README.md

Repository: ahujasid/ableton-mcp

Length of output: 4129

---

🏁 Script executed:

#!/bin/bash
# Look for the actual tool implementations
find . -type d -name "MCP_Server" -o -name "src" | head -5
git ls-files | grep -E '\.(py)$' | head -20

Repository: ahujasid/ableton-mcp

Length of output: 157

---

🏁 Script executed:

#!/bin/bash
# Search for tool definitions or listings
rg 'def.*tool|tools.*=|Tool\(' --type py -A2 | head -30

Repository: ahujasid/ableton-mcp

Length of output: 46

---

🏁 Script executed:

#!/bin/bash
# Check if there's a git history or origin information
git remote -v 2>/dev/null || echo "No git remotes found"
git log --oneline --max-count=10 2>/dev/null | head -10 || echo "No git history"

Repository: ahujasid/ableton-mcp

Length of output: 251

---

Fix critical metadata mismatch in pyproject.toml.

The repository at github.com/ahujasid/ableton-mcp has inconsistent package metadata:

• Author listed as "IMNMV" with placeholder email nyk@example.com (line 8)
• Homepage and Bug Tracker URLs point to github.com/IMNMV/ableton-mcp (lines 31-32), which doesn't match the actual repository at github.com/ahujasid/ableton-mcp
• Package renamed to ableton-mcp-extended without corresponding updates to README or migration documentation

This creates confusion about package ownership and will direct users to incorrect URLs.

Correct the author information, URLs, and email to match the actual repository, or clarify the relationship if this is an intentional fork. Update README.md to document the package rename and provide migration instructions.

🤖 Prompt for AI Agents

In pyproject.toml around line 2 (and related metadata lines including author at
~line 8 and URLs at ~lines 31-32), the package name and repository metadata are
inconsistent with the actual GitHub repo; update the author name and email to
the correct owner (e.g., replace "IMNMV" and nyk@example.com with the real
author and email for github.com/ahujasid), update homepage and bug-tracker URLs
to point to https://github.com/ahujasid/ableton-mcp (or clearly document this as
an intentional fork and point to the upstream where appropriate), and if the
package name is intentionally changed to ableton-mcp-extended, update README.md
to explain the rename and add migration instructions; ensure pyproject.toml
author, email, homepage, repository and bug-tracker fields are consistent and
accurate for the repository ownership or clearly reference the upstream project.

[coderabbitai]

⚠️ Potential issue | 🟠 Major

Replace placeholder email with valid contact information.

The email address uses example.com, which is a reserved placeholder domain (RFC 2606) and not a valid contact address. Package metadata should contain legitimate contact information for maintainers.

Consider either:

• Using a valid email address
• Removing the email field if privacy is a concern
• Using a noreply address from the GitHub domain

🤖 Prompt for AI Agents

In pyproject.toml around line 8, the maintainer email is set to a placeholder
using example.com; replace that placeholder with a real contact email (e.g.,
maintainer@yourdomain.com), remove the email field entirely if you prefer not to
publish contact info, or use a GitHub noreply address (e.g.,
123456+username@users.noreply.github.com) so the package metadata contains valid
contact information.

[coderabbitai]

Actionable comments posted: 1

♻️ Duplicate comments (1)

pyproject.toml (1)

2-4: Metadata issues already flagged in previous review.

The repository URL mismatch and placeholder email concerns have been raised in prior comments. Additionally, ensure the "72 tools" claim in the description accurately reflects the actual tool count in server.py.

🧹 Nitpick comments (3)

MCP_Server/server.py (3)

1758-1781: Consider handling Live version compatibility.

The docstring correctly notes this is a "Live 11+ feature," which is helpful. If the remote script doesn't already handle this, consider returning a more descriptive error message when called on unsupported Live versions rather than a generic failure.

---

617-1806: Consider consolidating common patterns with a decorator or helper.

All 40+ new tool functions follow an identical pattern:

1. Get connection
2. Send command with params
3. Return formatted success message or log/return error

This repetition is maintainable but could be reduced. A decorator or helper function could handle connection acquisition, error handling, and logging uniformly.

🔎 Example helper approach

def execute_ableton_command(command_type: str, params: dict = None, 
                            success_msg_fn=None) -> str:
    """Helper to execute Ableton commands with standard error handling."""
    try:
        ableton = get_ableton_connection()
        result = ableton.send_command(command_type, params)
        if success_msg_fn:
            return success_msg_fn(result)
        return json.dumps(result, indent=2)
    except Exception as e:
        logger.error(f"Error in {command_type}: {e!s}")
        return f"Error in {command_type}: {e!s}"

# Usage:
@mcp.tool()
def arm_track(ctx: Context, track_index: int) -> str:
    """Arm a track for recording."""
    return execute_ableton_command(
        "arm_track", 
        {"track_index": track_index},
        lambda r: f"Armed track {track_index} for recording"
    )

This would reduce boilerplate and ensure consistent error handling across all tools.

---

1135-1157: Consider validating that at least one path is provided.

Both file_path and browser_uri default to empty strings. If neither is provided, the command is sent with empty values, potentially causing a confusing error from the remote script.

🔎 Proposed validation

 def load_audio_sample(ctx: Context, track_index: int, clip_index: int, file_path: str = "", browser_uri: str = "") -> str:
     """
     Load an audio sample into a clip slot.
     ...
     """
     try:
+        if not file_path and not browser_uri:
+            return "Error: Either file_path or browser_uri must be provided"
+        
         ableton = get_ableton_connection()

📜 Review details

Configuration used: defaults

Review profile: CHILL

Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between 2a4e803 and bb80844.

📒 Files selected for processing (2)

• MCP_Server/server.py
• pyproject.toml

🧰 Additional context used

🪛 Ruff (0.14.10)

MCP_Server/server.py

618-618: Unused function argument: ctx

(ARG001)

---

627-627: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

628-628: Consider moving this statement to an else block

(TRY300)

---

629-629: Do not catch blind exception: Exception

(BLE001)

---

630-630: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

630-630: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

631-631: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

634-634: Unused function argument: ctx

(ARG001)

---

643-643: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

644-644: Consider moving this statement to an else block

(TRY300)

---

645-645: Do not catch blind exception: Exception

(BLE001)

---

646-646: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

646-646: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

647-647: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

650-650: Unused function argument: ctx

(ARG001)

---

659-659: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

661-661: Consider moving this statement to an else block

(TRY300)

---

662-662: Do not catch blind exception: Exception

(BLE001)

---

663-663: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

663-663: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

664-664: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

667-667: Unused function argument: ctx

(ARG001)

---

674-674: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

675-675: Consider moving this statement to an else block

(TRY300)

---

676-676: Do not catch blind exception: Exception

(BLE001)

---

677-677: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

677-677: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

678-678: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

681-681: Unused function argument: ctx

(ARG001)

---

687-687: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

688-688: Consider moving this statement to an else block

(TRY300)

---

689-689: Do not catch blind exception: Exception

(BLE001)

---

690-690: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

690-690: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

691-691: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

694-694: Unused function argument: ctx

(ARG001)

---

702-702: Do not catch blind exception: Exception

(BLE001)

---

703-703: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

703-703: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

704-704: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

707-707: Unused function argument: ctx

(ARG001)

---

716-716: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

717-717: Consider moving this statement to an else block

(TRY300)

---

718-718: Do not catch blind exception: Exception

(BLE001)

---

719-719: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

719-719: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

720-720: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

723-723: Unused function argument: ctx

(ARG001)

---

732-732: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

733-733: Consider moving this statement to an else block

(TRY300)

---

734-734: Do not catch blind exception: Exception

(BLE001)

---

735-735: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

735-735: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

736-736: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

739-739: Unused function argument: ctx

(ARG001)

---

748-748: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

749-749: Consider moving this statement to an else block

(TRY300)

---

750-750: Do not catch blind exception: Exception

(BLE001)

---

751-751: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

751-751: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

752-752: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

755-755: Unused function argument: ctx

(ARG001)

---

764-764: Do not catch blind exception: Exception

(BLE001)

---

765-765: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

765-765: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

766-766: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

769-769: Unused function argument: ctx

(ARG001)

---

778-778: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

779-779: Consider moving this statement to an else block

(TRY300)

---

780-780: Do not catch blind exception: Exception

(BLE001)

---

781-781: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

781-781: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

782-782: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

785-785: Unused function argument: ctx

(ARG001)

---

797-797: Do not catch blind exception: Exception

(BLE001)

---

798-798: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

798-798: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

799-799: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

802-802: Unused function argument: ctx

(ARG001)

---

811-811: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

812-812: Consider moving this statement to an else block

(TRY300)

---

813-813: Do not catch blind exception: Exception

(BLE001)

---

814-814: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

814-814: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

815-815: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

818-818: Unused function argument: ctx

(ARG001)

---

829-829: Do not catch blind exception: Exception

(BLE001)

---

830-830: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

830-830: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

831-831: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

834-834: Unused function argument: ctx

(ARG001)

---

843-843: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

844-844: Consider moving this statement to an else block

(TRY300)

---

845-845: Do not catch blind exception: Exception

(BLE001)

---

846-846: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

846-846: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

847-847: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

850-850: Unused function argument: ctx

(ARG001)

---

860-860: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

861-861: Consider moving this statement to an else block

(TRY300)

---

862-862: Do not catch blind exception: Exception

(BLE001)

---

863-863: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

863-863: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

864-864: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

867-867: Unused function argument: ctx

(ARG001)

---

877-877: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

878-878: Consider moving this statement to an else block

(TRY300)

---

879-879: Do not catch blind exception: Exception

(BLE001)

---

880-880: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

880-880: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

881-881: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

884-884: Unused function argument: ctx

(ARG001)

---

895-895: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

900-900: Consider moving this statement to an else block

(TRY300)

---

901-901: Do not catch blind exception: Exception

(BLE001)

---

902-902: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

902-902: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

903-903: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

906-906: Unused function argument: ctx

(ARG001)

---

921-921: Do not catch blind exception: Exception

(BLE001)

---

922-922: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

922-922: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

923-923: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

926-926: Unused function argument: ctx

(ARG001)

---

938-938: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

944-944: Consider moving this statement to an else block

(TRY300)

---

945-945: Do not catch blind exception: Exception

(BLE001)

---

946-946: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

946-946: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

947-947: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

950-950: Unused function argument: ctx

(ARG001)

---

961-961: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

966-966: Consider moving this statement to an else block

(TRY300)

---

967-967: Do not catch blind exception: Exception

(BLE001)

---

968-968: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

968-968: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

969-969: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

972-972: Unused function argument: ctx

(ARG001)

---

983-983: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

988-988: Consider moving this statement to an else block

(TRY300)

---

989-989: Do not catch blind exception: Exception

(BLE001)

---

990-990: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

990-990: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

991-991: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

994-994: Unused function argument: ctx

(ARG001)

---

1006-1006: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1012-1012: Consider moving this statement to an else block

(TRY300)

---

1013-1013: Do not catch blind exception: Exception

(BLE001)

---

1014-1014: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1014-1014: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1015-1015: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1018-1018: Unused function argument: ctx

(ARG001)

---

1029-1029: Do not catch blind exception: Exception

(BLE001)

---

1030-1030: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1030-1030: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1031-1031: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1034-1034: Unused function argument: ctx

(ARG001)

---

1044-1044: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1049-1049: Do not catch blind exception: Exception

(BLE001)

---

1050-1050: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1050-1050: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1051-1051: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1054-1054: Unused function argument: ctx

(ARG001)

---

1064-1064: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1068-1068: Consider moving this statement to an else block

(TRY300)

---

1069-1069: Do not catch blind exception: Exception

(BLE001)

---

1070-1070: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1070-1070: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1071-1071: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1074-1074: Unused function argument: ctx

(ARG001)

---

1084-1084: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1088-1088: Consider moving this statement to an else block

(TRY300)

---

1089-1089: Do not catch blind exception: Exception

(BLE001)

---

1090-1090: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1090-1090: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1091-1091: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1094-1094: Unused function argument: ctx

(ARG001)

---

1104-1104: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1109-1109: Consider moving this statement to an else block

(TRY300)

---

1110-1110: Do not catch blind exception: Exception

(BLE001)

---

1111-1111: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1111-1111: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1112-1112: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1115-1115: Unused function argument: ctx

(ARG001)

---

1125-1125: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1130-1130: Consider moving this statement to an else block

(TRY300)

---

1131-1131: Do not catch blind exception: Exception

(BLE001)

---

1132-1132: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1132-1132: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1133-1133: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1136-1136: Unused function argument: ctx

(ARG001)

---

1148-1148: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1154-1154: Consider moving this statement to an else block

(TRY300)

---

1155-1155: Do not catch blind exception: Exception

(BLE001)

---

1156-1156: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1156-1156: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1157-1157: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1160-1160: Unused function argument: ctx

(ARG001)

---

1175-1175: Do not catch blind exception: Exception

(BLE001)

---

1176-1176: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1176-1176: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1177-1177: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1180-1180: Unused function argument: ctx

(ARG001)

---

1191-1191: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1196-1196: Consider moving this statement to an else block

(TRY300)

---

1197-1197: Do not catch blind exception: Exception

(BLE001)

---

1198-1198: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1198-1198: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1199-1199: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1202-1202: Unused function argument: ctx

(ARG001)

---

1213-1213: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1219-1219: Consider moving this statement to an else block

(TRY300)

---

1220-1220: Do not catch blind exception: Exception

(BLE001)

---

1221-1221: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1221-1221: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1222-1222: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1225-1225: Unused function argument: ctx

(ARG001)

---

1235-1235: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1239-1239: Consider moving this statement to an else block

(TRY300)

---

1240-1240: Do not catch blind exception: Exception

(BLE001)

---

1241-1241: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1241-1241: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1242-1242: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1245-1245: Unused function argument: ctx

(ARG001)

---

1255-1255: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1259-1259: Consider moving this statement to an else block

(TRY300)

---

1260-1260: Do not catch blind exception: Exception

(BLE001)

---

1261-1261: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1261-1261: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1262-1262: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1265-1265: Unused function argument: ctx

(ARG001)

---

1288-1288: Do not catch blind exception: Exception

(BLE001)

---

1289-1289: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1289-1289: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1290-1290: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1293-1293: Unused function argument: ctx

(ARG001)

---

1318-1318: Do not catch blind exception: Exception

(BLE001)

---

1319-1319: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1319-1319: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1320-1320: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1323-1323: Unused function argument: ctx

(ARG001)

---

1335-1335: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1341-1341: Consider moving this statement to an else block

(TRY300)

---

1342-1342: Do not catch blind exception: Exception

(BLE001)

---

1343-1343: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1343-1343: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1344-1344: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1347-1347: Unused function argument: ctx

(ARG001)

---

1358-1358: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1363-1363: Consider moving this statement to an else block

(TRY300)

---

1364-1364: Do not catch blind exception: Exception

(BLE001)

---

1365-1365: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1365-1365: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1366-1366: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1369-1369: Unused function argument: ctx

(ARG001)

---

1380-1380: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1385-1385: Consider moving this statement to an else block

(TRY300)

---

1386-1386: Do not catch blind exception: Exception

(BLE001)

---

1387-1387: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1387-1387: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1388-1388: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1391-1391: Unused function argument: ctx

(ARG001)

---

1402-1402: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1407-1407: Consider moving this statement to an else block

(TRY300)

---

1408-1408: Do not catch blind exception: Exception

(BLE001)

---

1409-1409: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1409-1409: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1410-1410: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1413-1413: Unused function argument: ctx

(ARG001)

---

1426-1426: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1431-1431: Consider moving this statement to an else block

(TRY300)

---

1432-1432: Do not catch blind exception: Exception

(BLE001)

---

1433-1433: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1433-1433: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1434-1434: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1437-1437: Unused function argument: ctx

(ARG001)

---

1461-1461: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1467-1467: Do not catch blind exception: Exception

(BLE001)

---

1468-1468: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1468-1468: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1469-1469: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1472-1472: Unused function argument: ctx

(ARG001)

---

1484-1484: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1490-1490: Consider moving this statement to an else block

(TRY300)

---

1491-1491: Do not catch blind exception: Exception

(BLE001)

---

1492-1492: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1492-1492: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1493-1493: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1496-1496: Unused function argument: ctx

(ARG001)

---

1534-1534: Local variable load_result is assigned to but never used

Remove assignment to unused variable load_result

(F841)

---

1540-1540: Do not catch blind exception: Exception

(BLE001)

---

1541-1541: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1541-1541: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1542-1542: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1545-1545: Unused function argument: ctx

(ARG001)

---

1561-1561: Do not catch blind exception: Exception

(BLE001)

---

1562-1562: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1562-1562: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1563-1563: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1566-1566: Unused function argument: ctx

(ARG001)

---

1579-1579: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1583-1583: Consider moving this statement to an else block

(TRY300)

---

1584-1584: Do not catch blind exception: Exception

(BLE001)

---

1585-1585: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1585-1585: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1586-1586: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1589-1589: Unused function argument: ctx

(ARG001)

---

1602-1602: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1606-1606: Consider moving this statement to an else block

(TRY300)

---

1607-1607: Do not catch blind exception: Exception

(BLE001)

---

1608-1608: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1608-1608: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1609-1609: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1612-1612: Unused function argument: ctx

(ARG001)

---

1625-1625: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1629-1629: Consider moving this statement to an else block

(TRY300)

---

1630-1630: Do not catch blind exception: Exception

(BLE001)

---

1631-1631: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1631-1631: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1632-1632: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1635-1635: Unused function argument: ctx

(ARG001)

---

1647-1647: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1651-1651: Consider moving this statement to an else block

(TRY300)

---

1652-1652: Do not catch blind exception: Exception

(BLE001)

---

1653-1653: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1653-1653: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1654-1654: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1657-1657: Unused function argument: ctx

(ARG001)

---

1667-1667: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1671-1671: Consider moving this statement to an else block

(TRY300)

---

1672-1672: Do not catch blind exception: Exception

(BLE001)

---

1673-1673: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1673-1673: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1674-1674: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1677-1677: Unused function argument: ctx

(ARG001)

---

1686-1686: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1690-1690: Consider moving this statement to an else block

(TRY300)

---

1691-1691: Do not catch blind exception: Exception

(BLE001)

---

1692-1692: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1692-1692: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1693-1693: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1696-1696: Unused function argument: ctx

(ARG001)

---

1707-1707: Do not catch blind exception: Exception

(BLE001)

---

1708-1708: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1708-1708: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1709-1709: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1712-1712: Unused function argument: ctx

(ARG001)

---

1730-1730: Do not catch blind exception: Exception

(BLE001)

---

1731-1731: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1731-1731: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1732-1732: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1735-1735: Unused function argument: ctx

(ARG001)

---

1747-1747: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1754-1754: Do not catch blind exception: Exception

(BLE001)

---

1755-1755: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1755-1755: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1756-1756: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1759-1759: Unused function argument: ctx

(ARG001)

---

1774-1774: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1778-1778: Consider moving this statement to an else block

(TRY300)

---

1779-1779: Do not catch blind exception: Exception

(BLE001)

---

1780-1780: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1780-1780: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1781-1781: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1784-1784: Unused function argument: ctx

(ARG001)

---

1798-1798: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1803-1803: Consider moving this statement to an else block

(TRY300)

---

1804-1804: Do not catch blind exception: Exception

(BLE001)

---

1805-1805: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1805-1805: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1806-1806: Use explicit conversion flag

Replace with conversion flag

(RUF010)

🔇 Additional comments (2)

MCP_Server/server.py (2)

108-121: State-modifying command list is comprehensive.

The expanded list correctly categorizes new commands that modify Ableton state, while appropriately excluding read-only operations like get_loop_info, get_recording_status, and get_macro_values.

---

617-704: Recording control tools look good.

The new recording functions (arm_track, disarm_track, set_arrangement_overdub, start_arrangement_recording, stop_arrangement_recording, get_recording_status) follow a consistent pattern with proper error handling and clear docstrings.

Note: Static analysis flags the unused ctx parameter and result variable. The ctx is required by the MCP framework decorator, and capturing result is a defensive pattern for potential future use.

[coderabbitai]

⚠️ Potential issue | 🟡 Minor

Remove redundant json import.

The json module is already imported at line 4. This local import as json_module is unnecessary and adds confusion.

🔎 Proposed fix

     try:
-        import json as json_module
-        points = json_module.loads(automation_points)
+        points = json.loads(automation_points)
 
         ableton = get_ableton_connection()

🤖 Prompt for AI Agents

In MCP_Server/server.py around lines 1456 to 1458, remove the redundant local
import "import json as json_module" and change uses of
json_module.loads(automation_points) to use the already-imported top-level json
module (i.e., json.loads(automation_points)); delete the local import line to
avoid confusion and keep the single global import at the top of the file.

[coderabbitai]

Actionable comments posted: 0

🧹 Nitpick comments (4)

README.md (4)

3-3: Convert emphasis to a proper heading.

Line 3 uses bold emphasis (**...**) in place of a Markdown heading structure. Per MD036, convert it to a proper heading (e.g., ###) to improve document structure and conformance with Markdown best practices.

🔎 Proposed fix

-**72 tools for comprehensive Ableton Live control**
+### 72 tools for comprehensive Ableton Live control

Alternatively, if you prefer to keep the visual style closer to the current design, reflow to:

 # AbletonMCP Extended - Ableton Live Model Context Protocol Integration
-
-**72 tools for comprehensive Ableton Live control**

+## 72 tools for comprehensive Ableton Live control

---

81-83: Add language identifier to fenced code block.

The code block on lines 81–83 is missing the bash language identifier required by MD040. This improves syntax highlighting and document conformance.

🔎 Proposed fix

-```
+```bash
 uvx ableton-mcp-extended

</details>

---

`175-175`: **Remove redundant word in description.**

Line 175 reads "create empty space," which is redundant. Simplify to "create space" for conciseness and clarity.

<details>
<summary>🔎 Proposed fix</summary>

```diff
-- **Insert silence** - push everything to the right to create empty space
+- **Insert silence** - push everything to the right to create space

---

218-218: Add hyphen to compound adjective.

Line 218 reads "Metro Boomin style hip-hop beat." The adjective "Metro Boomin style" modifying "beat" should be hyphenated: "Metro Boomin-style hip-hop beat."

🔎 Proposed fix

-"Create a Metro Boomin style hip-hop beat"
+"Create a Metro Boomin-style hip-hop beat"

📜 Review details

Configuration used: defaults

Review profile: CHILL

Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between bb80844 and c373086.

📒 Files selected for processing (1)

• README.md

🧰 Additional context used

🪛 LanguageTool

README.md

[style] ~175-~175: This phrase is redundant. Consider writing “space”.
Context: ... push everything to the right to create empty space - Create locators/markers - mark im...

(EMPTY_HOLE)

---

[grammar] ~218-~218: Use a hyphen to join words.
Context: ...be/VH9g66e42XA) - "Create a Metro Boomin style hip-hop beat" - "Create a new MIDI...

(QB_NEW_EN_HYPHEN)

🪛 markdownlint-cli2 (0.18.1)

README.md

3-3: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)

---

81-81: Fenced code blocks should have a language specified

(MD040, fenced-code-language)

🔇 Additional comments (1)

README.md (1)

1-307: Overall: Strong documentation expansion with accurate feature coverage and consistent package branding.

The README has been substantially expanded to document the 72-tool extended feature set. The organization is clear, examples are comprehensive and well-categorized, and the package rename from "ableton-mcp" to "ableton-mcp-extended" is applied consistently throughout (installation, config, examples). Attribution to the original project is properly maintained. The Capabilities and Example Commands sections effectively communicate the breadth of new functionality (recording, arrangement, audio analysis, automation, etc.) aligned with the PR objectives.

Four minor static-analysis issues have been flagged above (emphasis-as-heading, code-block language, redundant phrase, hyphenation); all are optional refactors that improve Markdown conformance and readability without affecting content substance.

[coderabbitai]

Actionable comments posted: 2

Caution

Some comments are outside the diff and can’t be posted inline due to platform limitations.

⚠️ Outside diff range comments (1)

README.md (1)

55-55: Fix broken markdown link syntax.

The link uses square brackets instead of parentheses for the URL, making it non-clickable.

🔎 Proposed fix

-Otherwise, install from [uv's official website][https://docs.astral.sh/uv/getting-started/installation/]
+Otherwise, install from [uv's official website](https://docs.astral.sh/uv/getting-started/installation/)

♻️ Duplicate comments (2)

pyproject.toml (1)

2-8: Metadata inconsistencies already flagged in previous review.

The author information, placeholder email, and URL mismatches have been identified in prior reviews. Please address those comments to ensure consistent package metadata.

Also applies to: 31-33

MCP_Server/server.py (1)

1457-1459: Redundant json import already flagged.

This was identified in a previous review. Use the top-level json import instead of re-importing as json_module.

🧹 Nitpick comments (3)

README.md (1)

80-84: Add language specifier to fenced code block.

Per the static analysis hint (MD040), fenced code blocks should specify a language for proper syntax highlighting. Since this is a shell command, use bash or shell.

🔎 Proposed fix

 Run ableton-mcp-extended without installing it permanently through uvx. Go to Cursor Settings > MCP and paste this as a command:

-```
+```bash
 uvx ableton-mcp-extended

</details>

</blockquote></details>
<details>
<summary>MCP_Server/server.py (2)</summary><blockquote>

`1809-1811`: **Use explicit `Optional` type for nullable parameter.**

The `output_midi_path` parameter defaults to `None` but lacks an explicit type hint indicating it's optional. PEP 484 prohibits implicit `Optional`.

<details>
<summary>🔎 Proposed fix</summary>

```diff
+from typing import Optional  # Add to existing imports if not present

 @mcp.tool()
-def analyze_audio_file(ctx: Context, audio_file_path: str, output_midi_path: str = None, prefer_polyphonic: bool = True) -> str:
+def analyze_audio_file(ctx: Context, audio_file_path: str, output_midi_path: Optional[str] = None, prefer_polyphonic: bool = True) -> str:

Or using Python 3.10+ syntax:

-def analyze_audio_file(ctx: Context, audio_file_path: str, output_midi_path: str = None, prefer_polyphonic: bool = True) -> str:
+def analyze_audio_file(ctx: Context, audio_file_path: str, output_midi_path: str | None = None, prefer_polyphonic: bool = True) -> str:

---

1862-1862: Remove unnecessary f-string prefix.

This f-string has no placeholders, so the f prefix is unnecessary.

🔎 Proposed fix

-        response += f"\n--- Note Events ---\n"
+        response += "\n--- Note Events ---\n"

📜 Review details

Configuration used: defaults

Review profile: CHILL

Plan: Pro

📥 Commits

Reviewing files that changed from the base of the PR and between c373086 and 0903b3e.

📒 Files selected for processing (3)

• MCP_Server/server.py
• README.md
• pyproject.toml

🧰 Additional context used

🪛 LanguageTool

README.md

[style] ~176-~176: This phrase is redundant. Consider writing “space”.
Context: ... push everything to the right to create empty space - Create locators/markers - mark im...

(EMPTY_HOLE)

---

[grammar] ~219-~219: Use a hyphen to join words.
Context: ...be/VH9g66e42XA) - "Create a Metro Boomin style hip-hop beat" - "Create a new MIDI...

(QB_NEW_EN_HYPHEN)

🪛 markdownlint-cli2 (0.18.1)

README.md

3-3: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)

---

82-82: Fenced code blocks should have a language specified

(MD040, fenced-code-language)

🪛 Ruff (0.14.10)

MCP_Server/server.py

619-619: Unused function argument: ctx

(ARG001)

---

628-628: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

629-629: Consider moving this statement to an else block

(TRY300)

---

630-630: Do not catch blind exception: Exception

(BLE001)

---

631-631: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

631-631: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

632-632: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

635-635: Unused function argument: ctx

(ARG001)

---

644-644: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

645-645: Consider moving this statement to an else block

(TRY300)

---

646-646: Do not catch blind exception: Exception

(BLE001)

---

647-647: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

647-647: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

648-648: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

651-651: Unused function argument: ctx

(ARG001)

---

660-660: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

662-662: Consider moving this statement to an else block

(TRY300)

---

663-663: Do not catch blind exception: Exception

(BLE001)

---

664-664: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

664-664: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

665-665: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

668-668: Unused function argument: ctx

(ARG001)

---

675-675: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

676-676: Consider moving this statement to an else block

(TRY300)

---

677-677: Do not catch blind exception: Exception

(BLE001)

---

678-678: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

678-678: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

679-679: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

682-682: Unused function argument: ctx

(ARG001)

---

688-688: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

689-689: Consider moving this statement to an else block

(TRY300)

---

690-690: Do not catch blind exception: Exception

(BLE001)

---

691-691: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

691-691: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

692-692: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

695-695: Unused function argument: ctx

(ARG001)

---

703-703: Do not catch blind exception: Exception

(BLE001)

---

704-704: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

704-704: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

705-705: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

708-708: Unused function argument: ctx

(ARG001)

---

717-717: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

718-718: Consider moving this statement to an else block

(TRY300)

---

719-719: Do not catch blind exception: Exception

(BLE001)

---

720-720: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

720-720: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

721-721: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

724-724: Unused function argument: ctx

(ARG001)

---

733-733: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

734-734: Consider moving this statement to an else block

(TRY300)

---

735-735: Do not catch blind exception: Exception

(BLE001)

---

736-736: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

736-736: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

737-737: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

740-740: Unused function argument: ctx

(ARG001)

---

749-749: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

750-750: Consider moving this statement to an else block

(TRY300)

---

751-751: Do not catch blind exception: Exception

(BLE001)

---

752-752: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

752-752: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

753-753: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

756-756: Unused function argument: ctx

(ARG001)

---

765-765: Do not catch blind exception: Exception

(BLE001)

---

766-766: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

766-766: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

767-767: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

770-770: Unused function argument: ctx

(ARG001)

---

779-779: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

780-780: Consider moving this statement to an else block

(TRY300)

---

781-781: Do not catch blind exception: Exception

(BLE001)

---

782-782: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

782-782: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

783-783: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

786-786: Unused function argument: ctx

(ARG001)

---

798-798: Do not catch blind exception: Exception

(BLE001)

---

799-799: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

799-799: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

800-800: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

803-803: Unused function argument: ctx

(ARG001)

---

812-812: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

813-813: Consider moving this statement to an else block

(TRY300)

---

814-814: Do not catch blind exception: Exception

(BLE001)

---

815-815: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

815-815: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

816-816: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

819-819: Unused function argument: ctx

(ARG001)

---

830-830: Do not catch blind exception: Exception

(BLE001)

---

831-831: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

831-831: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

832-832: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

835-835: Unused function argument: ctx

(ARG001)

---

844-844: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

845-845: Consider moving this statement to an else block

(TRY300)

---

846-846: Do not catch blind exception: Exception

(BLE001)

---

847-847: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

847-847: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

848-848: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

851-851: Unused function argument: ctx

(ARG001)

---

861-861: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

862-862: Consider moving this statement to an else block

(TRY300)

---

863-863: Do not catch blind exception: Exception

(BLE001)

---

864-864: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

864-864: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

865-865: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

868-868: Unused function argument: ctx

(ARG001)

---

878-878: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

879-879: Consider moving this statement to an else block

(TRY300)

---

880-880: Do not catch blind exception: Exception

(BLE001)

---

881-881: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

881-881: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

882-882: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

885-885: Unused function argument: ctx

(ARG001)

---

896-896: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

901-901: Consider moving this statement to an else block

(TRY300)

---

902-902: Do not catch blind exception: Exception

(BLE001)

---

903-903: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

903-903: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

904-904: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

907-907: Unused function argument: ctx

(ARG001)

---

922-922: Do not catch blind exception: Exception

(BLE001)

---

923-923: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

923-923: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

924-924: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

927-927: Unused function argument: ctx

(ARG001)

---

939-939: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

945-945: Consider moving this statement to an else block

(TRY300)

---

946-946: Do not catch blind exception: Exception

(BLE001)

---

947-947: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

947-947: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

948-948: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

951-951: Unused function argument: ctx

(ARG001)

---

962-962: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

967-967: Consider moving this statement to an else block

(TRY300)

---

968-968: Do not catch blind exception: Exception

(BLE001)

---

969-969: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

969-969: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

970-970: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

973-973: Unused function argument: ctx

(ARG001)

---

984-984: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

989-989: Consider moving this statement to an else block

(TRY300)

---

990-990: Do not catch blind exception: Exception

(BLE001)

---

991-991: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

991-991: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

992-992: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

995-995: Unused function argument: ctx

(ARG001)

---

1007-1007: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1013-1013: Consider moving this statement to an else block

(TRY300)

---

1014-1014: Do not catch blind exception: Exception

(BLE001)

---

1015-1015: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1015-1015: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1016-1016: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1019-1019: Unused function argument: ctx

(ARG001)

---

1030-1030: Do not catch blind exception: Exception

(BLE001)

---

1031-1031: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1031-1031: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1032-1032: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1035-1035: Unused function argument: ctx

(ARG001)

---

1045-1045: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1050-1050: Do not catch blind exception: Exception

(BLE001)

---

1051-1051: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1051-1051: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1052-1052: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1055-1055: Unused function argument: ctx

(ARG001)

---

1065-1065: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1069-1069: Consider moving this statement to an else block

(TRY300)

---

1070-1070: Do not catch blind exception: Exception

(BLE001)

---

1071-1071: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1071-1071: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1072-1072: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1075-1075: Unused function argument: ctx

(ARG001)

---

1085-1085: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1089-1089: Consider moving this statement to an else block

(TRY300)

---

1090-1090: Do not catch blind exception: Exception

(BLE001)

---

1091-1091: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1091-1091: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1092-1092: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1095-1095: Unused function argument: ctx

(ARG001)

---

1105-1105: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1110-1110: Consider moving this statement to an else block

(TRY300)

---

1111-1111: Do not catch blind exception: Exception

(BLE001)

---

1112-1112: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1112-1112: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1113-1113: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1116-1116: Unused function argument: ctx

(ARG001)

---

1126-1126: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1131-1131: Consider moving this statement to an else block

(TRY300)

---

1132-1132: Do not catch blind exception: Exception

(BLE001)

---

1133-1133: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1133-1133: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1134-1134: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1137-1137: Unused function argument: ctx

(ARG001)

---

1149-1149: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1155-1155: Consider moving this statement to an else block

(TRY300)

---

1156-1156: Do not catch blind exception: Exception

(BLE001)

---

1157-1157: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1157-1157: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1158-1158: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1161-1161: Unused function argument: ctx

(ARG001)

---

1176-1176: Do not catch blind exception: Exception

(BLE001)

---

1177-1177: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1177-1177: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1178-1178: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1181-1181: Unused function argument: ctx

(ARG001)

---

1192-1192: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1197-1197: Consider moving this statement to an else block

(TRY300)

---

1198-1198: Do not catch blind exception: Exception

(BLE001)

---

1199-1199: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1199-1199: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1200-1200: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1203-1203: Unused function argument: ctx

(ARG001)

---

1214-1214: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1220-1220: Consider moving this statement to an else block

(TRY300)

---

1221-1221: Do not catch blind exception: Exception

(BLE001)

---

1222-1222: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1222-1222: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1223-1223: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1226-1226: Unused function argument: ctx

(ARG001)

---

1236-1236: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1240-1240: Consider moving this statement to an else block

(TRY300)

---

1241-1241: Do not catch blind exception: Exception

(BLE001)

---

1242-1242: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1242-1242: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1243-1243: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1246-1246: Unused function argument: ctx

(ARG001)

---

1256-1256: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1260-1260: Consider moving this statement to an else block

(TRY300)

---

1261-1261: Do not catch blind exception: Exception

(BLE001)

---

1262-1262: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1262-1262: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1263-1263: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1266-1266: Unused function argument: ctx

(ARG001)

---

1289-1289: Do not catch blind exception: Exception

(BLE001)

---

1290-1290: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1290-1290: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1291-1291: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1294-1294: Unused function argument: ctx

(ARG001)

---

1319-1319: Do not catch blind exception: Exception

(BLE001)

---

1320-1320: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1320-1320: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1321-1321: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1324-1324: Unused function argument: ctx

(ARG001)

---

1336-1336: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1342-1342: Consider moving this statement to an else block

(TRY300)

---

1343-1343: Do not catch blind exception: Exception

(BLE001)

---

1344-1344: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1344-1344: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1345-1345: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1348-1348: Unused function argument: ctx

(ARG001)

---

1359-1359: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1364-1364: Consider moving this statement to an else block

(TRY300)

---

1365-1365: Do not catch blind exception: Exception

(BLE001)

---

1366-1366: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1366-1366: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1367-1367: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1370-1370: Unused function argument: ctx

(ARG001)

---

1381-1381: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1386-1386: Consider moving this statement to an else block

(TRY300)

---

1387-1387: Do not catch blind exception: Exception

(BLE001)

---

1388-1388: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1388-1388: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1389-1389: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1392-1392: Unused function argument: ctx

(ARG001)

---

1403-1403: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1408-1408: Consider moving this statement to an else block

(TRY300)

---

1409-1409: Do not catch blind exception: Exception

(BLE001)

---

1410-1410: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1410-1410: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1411-1411: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1414-1414: Unused function argument: ctx

(ARG001)

---

1427-1427: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1432-1432: Consider moving this statement to an else block

(TRY300)

---

1433-1433: Do not catch blind exception: Exception

(BLE001)

---

1434-1434: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1434-1434: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1435-1435: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1438-1438: Unused function argument: ctx

(ARG001)

---

1462-1462: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1468-1468: Do not catch blind exception: Exception

(BLE001)

---

1469-1469: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1469-1469: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1470-1470: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1473-1473: Unused function argument: ctx

(ARG001)

---

1485-1485: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1491-1491: Consider moving this statement to an else block

(TRY300)

---

1492-1492: Do not catch blind exception: Exception

(BLE001)

---

1493-1493: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1493-1493: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1494-1494: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1497-1497: Unused function argument: ctx

(ARG001)

---

1535-1535: Local variable load_result is assigned to but never used

Remove assignment to unused variable load_result

(F841)

---

1541-1541: Do not catch blind exception: Exception

(BLE001)

---

1542-1542: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1542-1542: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1543-1543: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1546-1546: Unused function argument: ctx

(ARG001)

---

1562-1562: Do not catch blind exception: Exception

(BLE001)

---

1563-1563: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1563-1563: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1564-1564: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1567-1567: Unused function argument: ctx

(ARG001)

---

1580-1580: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1584-1584: Consider moving this statement to an else block

(TRY300)

---

1585-1585: Do not catch blind exception: Exception

(BLE001)

---

1586-1586: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1586-1586: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1587-1587: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1590-1590: Unused function argument: ctx

(ARG001)

---

1603-1603: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1607-1607: Consider moving this statement to an else block

(TRY300)

---

1608-1608: Do not catch blind exception: Exception

(BLE001)

---

1609-1609: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1609-1609: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1610-1610: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1613-1613: Unused function argument: ctx

(ARG001)

---

1626-1626: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1630-1630: Consider moving this statement to an else block

(TRY300)

---

1631-1631: Do not catch blind exception: Exception

(BLE001)

---

1632-1632: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1632-1632: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1633-1633: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1636-1636: Unused function argument: ctx

(ARG001)

---

1648-1648: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1652-1652: Consider moving this statement to an else block

(TRY300)

---

1653-1653: Do not catch blind exception: Exception

(BLE001)

---

1654-1654: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1654-1654: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1655-1655: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1658-1658: Unused function argument: ctx

(ARG001)

---

1668-1668: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1672-1672: Consider moving this statement to an else block

(TRY300)

---

1673-1673: Do not catch blind exception: Exception

(BLE001)

---

1674-1674: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1674-1674: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1675-1675: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1678-1678: Unused function argument: ctx

(ARG001)

---

1687-1687: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1691-1691: Consider moving this statement to an else block

(TRY300)

---

1692-1692: Do not catch blind exception: Exception

(BLE001)

---

1693-1693: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1693-1693: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1694-1694: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1697-1697: Unused function argument: ctx

(ARG001)

---

1708-1708: Do not catch blind exception: Exception

(BLE001)

---

1709-1709: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1709-1709: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1710-1710: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1713-1713: Unused function argument: ctx

(ARG001)

---

1731-1731: Do not catch blind exception: Exception

(BLE001)

---

1732-1732: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1732-1732: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1733-1733: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1736-1736: Unused function argument: ctx

(ARG001)

---

1748-1748: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1755-1755: Do not catch blind exception: Exception

(BLE001)

---

1756-1756: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1756-1756: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1757-1757: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1760-1760: Unused function argument: ctx

(ARG001)

---

1775-1775: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1779-1779: Consider moving this statement to an else block

(TRY300)

---

1780-1780: Do not catch blind exception: Exception

(BLE001)

---

1781-1781: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1781-1781: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1782-1782: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1785-1785: Unused function argument: ctx

(ARG001)

---

1799-1799: Local variable result is assigned to but never used

Remove assignment to unused variable result

(F841)

---

1804-1804: Consider moving this statement to an else block

(TRY300)

---

1805-1805: Do not catch blind exception: Exception

(BLE001)

---

1806-1806: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1806-1806: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1807-1807: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1810-1810: Unused function argument: ctx

(ARG001)

---

1810-1810: PEP 484 prohibits implicit Optional

Convert to T | None

(RUF013)

---

1862-1862: f-string without any placeholders

Remove extraneous f prefix

(F541)

---

1868-1868: Consider moving this statement to an else block

(TRY300)

---

1870-1870: Do not catch blind exception: Exception

(BLE001)

---

1871-1871: Use logging.exception instead of logging.error

Replace with exception

(TRY400)

---

1871-1871: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1872-1872: Use explicit conversion flag

Replace with conversion flag

(RUF010)

🔇 Additional comments (3)

README.md (1)

1-7: Good attribution and comprehensive documentation.

The README properly credits the original project, clearly documents the expanded feature set, and provides useful examples. The organization into capability sections makes the 73-tool surface area discoverable.

Also applies to: 135-212

MCP_Server/server.py (2)

618-633: New tool endpoints follow established patterns.

The arm_track and subsequent new tool functions consistently follow the existing codebase patterns:

• Connection handling via get_ableton_connection()
• Command dispatch via send_command()
• Structured error handling with logging

The static analysis flags many stylistic issues (unused ctx parameter, unused result variables, broad Exception catching), but these are pre-existing patterns throughout the file. If you wish to address them, consider a separate refactoring effort for the entire file rather than changing only the new code.

---

105-122: Extended command list aligns with new tool endpoints.

The is_modifying_command list properly includes all the new state-modifying commands, ensuring appropriate timing delays and timeouts are applied during command execution.

[coderabbitai]

⚠️ Potential issue | 🟠 Major

Potential path traversal via user-controlled file path.

The audio_file_path parameter is passed directly to os.path.exists() and transcribe_audio() without validation. A malicious path could potentially access sensitive files on the system. Consider validating or sanitizing the path.

🔎 Suggested mitigation

+import os.path
+
 def analyze_audio_file(ctx: Context, audio_file_path: str, output_midi_path: str = None, prefer_polyphonic: bool = True) -> str:
     ...
     try:
         ...
+        # Validate path - ensure it's an absolute path to an existing file
+        audio_file_path = os.path.abspath(audio_file_path)
+        
+        # Optional: restrict to specific directories if applicable
+        # allowed_dirs = ["/path/to/audio", os.path.expanduser("~/Music")]
+        # if not any(audio_file_path.startswith(d) for d in allowed_dirs):
+        #     return f"Error: File path not in allowed directories"
+        
         # Check if file exists
         if not os.path.exists(audio_file_path):
             return f"Error: Audio file not found: {audio_file_path}"

Committable suggestion skipped: line range outside the PR's diff.

🤖 Prompt for AI Agents

In MCP_Server/server.py around lines 1826 to 1835, the handler uses the
user-provided audio_file_path directly which permits path traversal; to fix,
normalize and validate the path before using it: reject absolute paths and paths
containing '..', compute realpath and ensure it is a child of an allowed base
directory (e.g., configured upload or media dir) using a safe join/realpath
prefix check, optionally restrict allowed filename characters and allowed
extensions (e.g., .wav, .mp3), check and prevent symlink escapes, and only then
call os.path.exists() and transcribe_audio() on the validated path; return a
clear error if validation fails.

[coderabbitai]

⚠️ Potential issue | 🔴 Critical

🧩 Analysis chain

🌐 Web query:

audio2llm PyPI package

💡 Result:

I couldn't find a PyPI package named "audio2llm." I recommend checking the package name or spelling. To verify locally you can run:

• pip index versions audio2llm
• pip search audio2llm

If you meant related projects, see these examples:

• AudioLDM2 (text→audio/music): PyPI page. [1]
• AudioJudge (audio comparison + LLMs): PyPI page. [2]
• liquid-audio / LFM2 audio models (Hugging Face / pip package "liquid-audio"): project page. [3]

References

1. AudioLDM2 on PyPI. [turn0search0]
2. AudioJudge on PyPI. [turn1search1]
3. LiquidAI LFM2‑Audio on Hugging Face / liquid-audio package info. [turn1search7]

---

🏁 Script executed:

# Search for audio2llm references in the codebase
rg "audio2llm" -i

Repository: ahujasid/ableton-mcp

Length of output: 622

---

🏁 Script executed:

# Check the full pyproject.toml to understand dependencies context
cat pyproject.toml | head -50

Repository: ahujasid/ableton-mcp

Length of output: 909

---

🏁 Script executed:

# Search for any imports or usage of audio2llm in Python files
rg "audio2llm|from audio2llm|import audio2llm" -i --type py

Repository: ahujasid/ableton-mcp

Length of output: 431

---

🏁 Script executed:

# Check README for audio2llm details
rg -A 5 -B 5 "audio2llm" README.md

Repository: ahujasid/ableton-mcp

Length of output: 780

---

🏁 Script executed:

# Look for any setup instructions or requirements files
find . -name "requirements*.txt" -o -name "setup.py" -o -name "setup.cfg" | head -10

Repository: ahujasid/ableton-mcp

Length of output: 46

---

🌐 Web query:

audio2llm github package audio to midi transcription

💡 Result:

I couldn't find any GitHub project or PyPI/npm package named "audio2llm." If you meant audio → MIDI transcription, common open-source options are:

• Magenta — Onsets & Frames (state‑of‑the‑art piano audio→MIDI transcription; Python and JS demos). [1][2]
• aubio — C/Python library for onset/pitch detection and basic audio→MIDI tools. [3]
• Community/experiment repos (examples and notebooks for polyphonic piano transcription using neural models). [4]

If you want, tell me whether you need: (a) a ready tool to run locally, (b) a code library to integrate into a project, or (c) a web/demo — I’ll give exact install and usage steps.

Sources:
[1] Onsets and Frames (Magenta). [2] Magenta.js Piano Transcription demo. [3] aubio GitHub. [4] Example polyphonic piano transcription repos.

---

The audio2llm package does not exist on PyPI and cannot be installed.

The dependency audio2llm>=0.1.0 specified in pyproject.toml (line 18) is not available on PyPI or as a public package on GitHub. However, the codebase actively uses and imports this package in MCP_Server/server.py (from audio2llm import transcribe_audio, save_midi, events_to_lines), and the README advertises audio-to-MIDI transcription as a feature powered by this package.

Installation of this project will fail. Either:

1. Verify the correct package name or installation source
2. Replace with an existing audio-to-MIDI transcription package (e.g., Magenta, aubio)
3. Document how to obtain/install this custom/private package

🤖 Prompt for AI Agents

In pyproject.toml around line 18 (pyproject.toml:18), the dependency
"audio2llm>=0.1.0" is not available on PyPI and will break installation; either
correct the dependency to the real package name or point to a valid source, or
replace it with a supported audio-to-MIDI library and update imports and
documentation accordingly — specifically: confirm the intended package name or
add a direct VCS/URL dependency if this is a private package, or change the
dependency to a maintained alternative (e.g., magenta/aubio or another
transcriber), then update MCP_Server/server.py to import the corresponding
functions from the new library and revise the README to document installation
steps for the chosen package.

[coderabbitai]

Actionable comments posted: 0

♻️ Duplicate comments (4)

MCP_Server/server.py (2)

1458-1460: Remove redundant json import.

The json module is already imported at line 4. This local import as json_module is unnecessary and adds confusion.

---

1810-1873: Audio transcription feature depends on non-existent package.

This function imports from audio2llm (line 1830), which is not available on PyPI. While the ImportError is handled gracefully (lines 1831-1832), this creates a poor user experience:

1. Installation succeeds (since pip ignores the missing dependency during build)
2. Users discover the feature doesn't work only at runtime
3. The feature is prominently advertised in README but fundamentally broken

Additionally, the previously flagged path traversal vulnerability at lines 1835-1836 remains unaddressed.

pyproject.toml (2)

2-8: Critical metadata inconsistencies remain unresolved.

The package metadata issues previously identified are still present. The author is listed as "IMNMV" with a placeholder email, while the actual repository owner appears to be "ahujasid". Additionally, the URLs point to github.com/IMNMV/ableton-mcp which doesn't match the repository path shown in this review.

This will break installation and confuse users about package ownership and where to report issues.

---

18-18: Installation will fail due to non-existent dependency.

The audio2llm>=0.1.0 dependency specified here does not exist on PyPI, which will cause installation failures. This is critical because MCP_Server/server.py imports from this package at line 1830, making the analyze_audio_file feature non-functional.

🧹 Nitpick comments (1)

README.md (1)

103-105: Add language specifier to code fence for proper syntax highlighting.

The code fence at line 103 is missing a language specifier. Add bash after the opening backticks to enable syntax highlighting.

🔎 Proposed fix

-```
+```bash
 uvx ableton-mcp-extended

</details>

</blockquote></details>

</blockquote></details>

<details>
<summary>📜 Review details</summary>

**Configuration used**: defaults

**Review profile**: CHILL

**Plan**: Pro

<details>
<summary>📥 Commits</summary>

Reviewing files that changed from the base of the PR and between 0903b3e69ccb62599991341ae9e437aad888cae7 and e74af315043d8801b615002d48743c00c8b1313f.

</details>

<details>
<summary>📒 Files selected for processing (4)</summary>

* `AbletonMCP_Remote_Script/__init__.py`
* `MCP_Server/server.py`
* `README.md`
* `pyproject.toml`

</details>

<details>
<summary>🧰 Additional context used</summary>

<details>
<summary>🪛 LanguageTool</summary>

<details>
<summary>README.md</summary>

[style] ~197-~197: This phrase is redundant. Consider writing “space”.
Context: ... push everything to the right to create empty space - **Create locators/markers** - mark im...

(EMPTY_HOLE)

---

[grammar] ~240-~240: Use a hyphen to join words.
Context: ...be/VH9g66e42XA) - "Create a Metro Boomin style hip-hop beat" - "Create a new MIDI...

(QB_NEW_EN_HYPHEN)

</details>

</details>
<details>
<summary>🪛 markdownlint-cli2 (0.18.1)</summary>

<details>
<summary>README.md</summary>

3-3: Emphasis used instead of a heading

(MD036, no-emphasis-as-heading)

---

103-103: Fenced code blocks should have a language specified

(MD040, fenced-code-language)

</details>

</details>
<details>
<summary>🪛 Ruff (0.14.10)</summary>

<details>
<summary>MCP_Server/server.py</summary>

620-620: Unused function argument: `ctx`

(ARG001)

---

629-629: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

630-630: Consider moving this statement to an `else` block

(TRY300)

---

631-631: Do not catch blind exception: `Exception`

(BLE001)

---

632-632: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

632-632: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

633-633: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

636-636: Unused function argument: `ctx`

(ARG001)

---

645-645: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

646-646: Consider moving this statement to an `else` block

(TRY300)

---

647-647: Do not catch blind exception: `Exception`

(BLE001)

---

648-648: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

648-648: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

649-649: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

652-652: Unused function argument: `ctx`

(ARG001)

---

661-661: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

663-663: Consider moving this statement to an `else` block

(TRY300)

---

664-664: Do not catch blind exception: `Exception`

(BLE001)

---

665-665: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

665-665: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

666-666: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

669-669: Unused function argument: `ctx`

(ARG001)

---

676-676: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

677-677: Consider moving this statement to an `else` block

(TRY300)

---

678-678: Do not catch blind exception: `Exception`

(BLE001)

---

679-679: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

679-679: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

680-680: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

683-683: Unused function argument: `ctx`

(ARG001)

---

689-689: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

690-690: Consider moving this statement to an `else` block

(TRY300)

---

691-691: Do not catch blind exception: `Exception`

(BLE001)

---

692-692: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

692-692: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

693-693: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

696-696: Unused function argument: `ctx`

(ARG001)

---

704-704: Do not catch blind exception: `Exception`

(BLE001)

---

705-705: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

705-705: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

706-706: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

709-709: Unused function argument: `ctx`

(ARG001)

---

718-718: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

719-719: Consider moving this statement to an `else` block

(TRY300)

---

720-720: Do not catch blind exception: `Exception`

(BLE001)

---

721-721: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

721-721: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

722-722: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

725-725: Unused function argument: `ctx`

(ARG001)

---

734-734: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

735-735: Consider moving this statement to an `else` block

(TRY300)

---

736-736: Do not catch blind exception: `Exception`

(BLE001)

---

737-737: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

737-737: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

738-738: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

741-741: Unused function argument: `ctx`

(ARG001)

---

750-750: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

751-751: Consider moving this statement to an `else` block

(TRY300)

---

752-752: Do not catch blind exception: `Exception`

(BLE001)

---

753-753: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

753-753: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

754-754: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

757-757: Unused function argument: `ctx`

(ARG001)

---

766-766: Do not catch blind exception: `Exception`

(BLE001)

---

767-767: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

767-767: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

768-768: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

771-771: Unused function argument: `ctx`

(ARG001)

---

780-780: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

781-781: Consider moving this statement to an `else` block

(TRY300)

---

782-782: Do not catch blind exception: `Exception`

(BLE001)

---

783-783: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

783-783: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

784-784: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

787-787: Unused function argument: `ctx`

(ARG001)

---

799-799: Do not catch blind exception: `Exception`

(BLE001)

---

800-800: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

800-800: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

801-801: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

804-804: Unused function argument: `ctx`

(ARG001)

---

813-813: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

814-814: Consider moving this statement to an `else` block

(TRY300)

---

815-815: Do not catch blind exception: `Exception`

(BLE001)

---

816-816: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

816-816: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

817-817: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

820-820: Unused function argument: `ctx`

(ARG001)

---

831-831: Do not catch blind exception: `Exception`

(BLE001)

---

832-832: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

832-832: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

833-833: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

836-836: Unused function argument: `ctx`

(ARG001)

---

845-845: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

846-846: Consider moving this statement to an `else` block

(TRY300)

---

847-847: Do not catch blind exception: `Exception`

(BLE001)

---

848-848: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

848-848: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

849-849: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

852-852: Unused function argument: `ctx`

(ARG001)

---

862-862: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

863-863: Consider moving this statement to an `else` block

(TRY300)

---

864-864: Do not catch blind exception: `Exception`

(BLE001)

---

865-865: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

865-865: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

866-866: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

869-869: Unused function argument: `ctx`

(ARG001)

---

879-879: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

880-880: Consider moving this statement to an `else` block

(TRY300)

---

881-881: Do not catch blind exception: `Exception`

(BLE001)

---

882-882: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

882-882: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

883-883: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

886-886: Unused function argument: `ctx`

(ARG001)

---

897-897: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

902-902: Consider moving this statement to an `else` block

(TRY300)

---

903-903: Do not catch blind exception: `Exception`

(BLE001)

---

904-904: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

904-904: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

905-905: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

908-908: Unused function argument: `ctx`

(ARG001)

---

923-923: Do not catch blind exception: `Exception`

(BLE001)

---

924-924: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

924-924: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

925-925: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

928-928: Unused function argument: `ctx`

(ARG001)

---

940-940: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

946-946: Consider moving this statement to an `else` block

(TRY300)

---

947-947: Do not catch blind exception: `Exception`

(BLE001)

---

948-948: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

948-948: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

949-949: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

952-952: Unused function argument: `ctx`

(ARG001)

---

963-963: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

968-968: Consider moving this statement to an `else` block

(TRY300)

---

969-969: Do not catch blind exception: `Exception`

(BLE001)

---

970-970: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

970-970: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

971-971: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

974-974: Unused function argument: `ctx`

(ARG001)

---

985-985: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

990-990: Consider moving this statement to an `else` block

(TRY300)

---

991-991: Do not catch blind exception: `Exception`

(BLE001)

---

992-992: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

992-992: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

993-993: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

996-996: Unused function argument: `ctx`

(ARG001)

---

1008-1008: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

1014-1014: Consider moving this statement to an `else` block

(TRY300)

---

1015-1015: Do not catch blind exception: `Exception`

(BLE001)

---

1016-1016: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1016-1016: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1017-1017: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1020-1020: Unused function argument: `ctx`

(ARG001)

---

1031-1031: Do not catch blind exception: `Exception`

(BLE001)

---

1032-1032: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1032-1032: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1033-1033: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1036-1036: Unused function argument: `ctx`

(ARG001)

---

1046-1046: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

1051-1051: Do not catch blind exception: `Exception`

(BLE001)

---

1052-1052: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1052-1052: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1053-1053: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1056-1056: Unused function argument: `ctx`

(ARG001)

---

1066-1066: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

1070-1070: Consider moving this statement to an `else` block

(TRY300)

---

1071-1071: Do not catch blind exception: `Exception`

(BLE001)

---

1072-1072: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1072-1072: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1073-1073: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1076-1076: Unused function argument: `ctx`

(ARG001)

---

1086-1086: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

1090-1090: Consider moving this statement to an `else` block

(TRY300)

---

1091-1091: Do not catch blind exception: `Exception`

(BLE001)

---

1092-1092: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1092-1092: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1093-1093: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1096-1096: Unused function argument: `ctx`

(ARG001)

---

1106-1106: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

1111-1111: Consider moving this statement to an `else` block

(TRY300)

---

1112-1112: Do not catch blind exception: `Exception`

(BLE001)

---

1113-1113: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1113-1113: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1114-1114: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1117-1117: Unused function argument: `ctx`

(ARG001)

---

1127-1127: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

1132-1132: Consider moving this statement to an `else` block

(TRY300)

---

1133-1133: Do not catch blind exception: `Exception`

(BLE001)

---

1134-1134: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1134-1134: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1135-1135: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1138-1138: Unused function argument: `ctx`

(ARG001)

---

1150-1150: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

1156-1156: Consider moving this statement to an `else` block

(TRY300)

---

1157-1157: Do not catch blind exception: `Exception`

(BLE001)

---

1158-1158: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1158-1158: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1159-1159: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1162-1162: Unused function argument: `ctx`

(ARG001)

---

1177-1177: Do not catch blind exception: `Exception`

(BLE001)

---

1178-1178: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1178-1178: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1179-1179: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1182-1182: Unused function argument: `ctx`

(ARG001)

---

1193-1193: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

1198-1198: Consider moving this statement to an `else` block

(TRY300)

---

1199-1199: Do not catch blind exception: `Exception`

(BLE001)

---

1200-1200: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1200-1200: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1201-1201: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1204-1204: Unused function argument: `ctx`

(ARG001)

---

1215-1215: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

1221-1221: Consider moving this statement to an `else` block

(TRY300)

---

1222-1222: Do not catch blind exception: `Exception`

(BLE001)

---

1223-1223: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1223-1223: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1224-1224: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1227-1227: Unused function argument: `ctx`

(ARG001)

---

1237-1237: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

1241-1241: Consider moving this statement to an `else` block

(TRY300)

---

1242-1242: Do not catch blind exception: `Exception`

(BLE001)

---

1243-1243: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1243-1243: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1244-1244: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1247-1247: Unused function argument: `ctx`

(ARG001)

---

1257-1257: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

1261-1261: Consider moving this statement to an `else` block

(TRY300)

---

1262-1262: Do not catch blind exception: `Exception`

(BLE001)

---

1263-1263: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1263-1263: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1264-1264: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1267-1267: Unused function argument: `ctx`

(ARG001)

---

1290-1290: Do not catch blind exception: `Exception`

(BLE001)

---

1291-1291: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1291-1291: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1292-1292: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1295-1295: Unused function argument: `ctx`

(ARG001)

---

1320-1320: Do not catch blind exception: `Exception`

(BLE001)

---

1321-1321: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1321-1321: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1322-1322: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1325-1325: Unused function argument: `ctx`

(ARG001)

---

1337-1337: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

1343-1343: Consider moving this statement to an `else` block

(TRY300)

---

1344-1344: Do not catch blind exception: `Exception`

(BLE001)

---

1345-1345: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1345-1345: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1346-1346: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1349-1349: Unused function argument: `ctx`

(ARG001)

---

1360-1360: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

1365-1365: Consider moving this statement to an `else` block

(TRY300)

---

1366-1366: Do not catch blind exception: `Exception`

(BLE001)

---

1367-1367: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1367-1367: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1368-1368: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1371-1371: Unused function argument: `ctx`

(ARG001)

---

1382-1382: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

1387-1387: Consider moving this statement to an `else` block

(TRY300)

---

1388-1388: Do not catch blind exception: `Exception`

(BLE001)

---

1389-1389: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1389-1389: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1390-1390: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1393-1393: Unused function argument: `ctx`

(ARG001)

---

1404-1404: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

1409-1409: Consider moving this statement to an `else` block

(TRY300)

---

1410-1410: Do not catch blind exception: `Exception`

(BLE001)

---

1411-1411: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1411-1411: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1412-1412: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1415-1415: Unused function argument: `ctx`

(ARG001)

---

1428-1428: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

1433-1433: Consider moving this statement to an `else` block

(TRY300)

---

1434-1434: Do not catch blind exception: `Exception`

(BLE001)

---

1435-1435: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1435-1435: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1436-1436: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1439-1439: Unused function argument: `ctx`

(ARG001)

---

1463-1463: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

1469-1469: Do not catch blind exception: `Exception`

(BLE001)

---

1470-1470: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1470-1470: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1471-1471: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1474-1474: Unused function argument: `ctx`

(ARG001)

---

1486-1486: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

1492-1492: Consider moving this statement to an `else` block

(TRY300)

---

1493-1493: Do not catch blind exception: `Exception`

(BLE001)

---

1494-1494: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1494-1494: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1495-1495: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1498-1498: Unused function argument: `ctx`

(ARG001)

---

1536-1536: Local variable `load_result` is assigned to but never used

Remove assignment to unused variable `load_result`

(F841)

---

1542-1542: Do not catch blind exception: `Exception`

(BLE001)

---

1543-1543: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1543-1543: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1544-1544: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1547-1547: Unused function argument: `ctx`

(ARG001)

---

1563-1563: Do not catch blind exception: `Exception`

(BLE001)

---

1564-1564: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1564-1564: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1565-1565: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1568-1568: Unused function argument: `ctx`

(ARG001)

---

1581-1581: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

1585-1585: Consider moving this statement to an `else` block

(TRY300)

---

1586-1586: Do not catch blind exception: `Exception`

(BLE001)

---

1587-1587: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1587-1587: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1588-1588: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1591-1591: Unused function argument: `ctx`

(ARG001)

---

1604-1604: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

1608-1608: Consider moving this statement to an `else` block

(TRY300)

---

1609-1609: Do not catch blind exception: `Exception`

(BLE001)

---

1610-1610: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1610-1610: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1611-1611: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1614-1614: Unused function argument: `ctx`

(ARG001)

---

1627-1627: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

1631-1631: Consider moving this statement to an `else` block

(TRY300)

---

1632-1632: Do not catch blind exception: `Exception`

(BLE001)

---

1633-1633: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1633-1633: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1634-1634: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1637-1637: Unused function argument: `ctx`

(ARG001)

---

1649-1649: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

1653-1653: Consider moving this statement to an `else` block

(TRY300)

---

1654-1654: Do not catch blind exception: `Exception`

(BLE001)

---

1655-1655: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1655-1655: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1656-1656: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1659-1659: Unused function argument: `ctx`

(ARG001)

---

1669-1669: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

1673-1673: Consider moving this statement to an `else` block

(TRY300)

---

1674-1674: Do not catch blind exception: `Exception`

(BLE001)

---

1675-1675: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1675-1675: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1676-1676: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1679-1679: Unused function argument: `ctx`

(ARG001)

---

1688-1688: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

1692-1692: Consider moving this statement to an `else` block

(TRY300)

---

1693-1693: Do not catch blind exception: `Exception`

(BLE001)

---

1694-1694: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1694-1694: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1695-1695: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1698-1698: Unused function argument: `ctx`

(ARG001)

---

1709-1709: Do not catch blind exception: `Exception`

(BLE001)

---

1710-1710: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1710-1710: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1711-1711: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1714-1714: Unused function argument: `ctx`

(ARG001)

---

1732-1732: Do not catch blind exception: `Exception`

(BLE001)

---

1733-1733: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1733-1733: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1734-1734: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1737-1737: Unused function argument: `ctx`

(ARG001)

---

1749-1749: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

1756-1756: Do not catch blind exception: `Exception`

(BLE001)

---

1757-1757: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1757-1757: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1758-1758: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1761-1761: Unused function argument: `ctx`

(ARG001)

---

1776-1776: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

1780-1780: Consider moving this statement to an `else` block

(TRY300)

---

1781-1781: Do not catch blind exception: `Exception`

(BLE001)

---

1782-1782: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1782-1782: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1783-1783: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1786-1786: Unused function argument: `ctx`

(ARG001)

---

1800-1800: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

1805-1805: Consider moving this statement to an `else` block

(TRY300)

---

1806-1806: Do not catch blind exception: `Exception`

(BLE001)

---

1807-1807: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1807-1807: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1808-1808: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1811-1811: Unused function argument: `ctx`

(ARG001)

---

1811-1811: PEP 484 prohibits implicit `Optional`

Convert to `T | None`

(RUF013)

---

1863-1863: f-string without any placeholders

Remove extraneous `f` prefix

(F541)

---

1869-1869: Consider moving this statement to an `else` block

(TRY300)

---

1871-1871: Do not catch blind exception: `Exception`

(BLE001)

---

1872-1872: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1872-1872: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1873-1873: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1876-1876: Unused function argument: `ctx`

(ARG001)

---

1890-1890: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

1893-1893: Consider moving this statement to an `else` block

(TRY300)

---

1894-1894: Do not catch blind exception: `Exception`

(BLE001)

---

1895-1895: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1895-1895: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1896-1896: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1899-1899: Unused function argument: `ctx`

(ARG001)

---

1910-1910: Local variable `result` is assigned to but never used

Remove assignment to unused variable `result`

(F841)

---

1913-1913: Consider moving this statement to an `else` block

(TRY300)

---

1914-1914: Do not catch blind exception: `Exception`

(BLE001)

---

1915-1915: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1915-1915: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1916-1916: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1919-1919: Unused function argument: `ctx`

(ARG001)

---

1919-1919: PEP 484 prohibits implicit `Optional`

Convert to `T | None`

(RUF013)

---

1919-1919: PEP 484 prohibits implicit `Optional`

Convert to `T | None`

(RUF013)

---

1950-1950: Do not catch blind exception: `Exception`

(BLE001)

---

1951-1951: Use `logging.exception` instead of `logging.error`

Replace with `exception`

(TRY400)

---

1951-1951: Use explicit conversion flag

Replace with conversion flag

(RUF010)

---

1952-1952: Use explicit conversion flag

Replace with conversion flag

(RUF010)

</details>

</details>

</details>

</details>

<!-- This is an auto-generated comment by CodeRabbit for review status -->

[ellekdev]

NICE PR! Thanks for doing this! I was about to do this myself, and then saw you already did everything I was trying to do!

+1 on this PR