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2 changes: 1 addition & 1 deletion CLAUDE.md
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Expand Up @@ -50,7 +50,7 @@ equilens package (src/equilens/)
| `uv run equilens audit --model llama3.2` | CLI bias audit |
| `uv run equilens analyze <results.csv>` | CLI analysis |
| `uv run equilens status` | System health check |
| `docker compose up` | Full Docker stack |
| `docker compose -f infra/docker-compose.yml up` | Full Docker stack |

## Dev workflow

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56 changes: 0 additions & 56 deletions Dockerfile

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15 changes: 15 additions & 0 deletions docs/MCP_SERVERS.md
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# MCP servers - EquiLens (project-specific)

This file lists MCP servers and lightweight guidance relevant to the EquiLens codebase.

- **upstash/context7** — Use to fetch up-to-date docs, API snippets, or external library examples when researching integrations and writing doc-driven code search.
- **microsoft/playwright-mcp** — Useful for end-to-end UI testing for Gradio or any web UI components; run headful/headless browser tests.
- **chromedevtools/chrome-devtools-mcp** — Attach to a running Chrome for debugging complex UI behavior or inspecting network/console.
- **microsoft/markitdown** — Render Markdown + Mermaid diagrams when generating or previewing docs programmatically.
- **sqlite** — Local lightweight storage server for small experiment state or reproducible local runs.

Usage notes:
- Add servers with your MCP client (example): `uvx mcp-add upstash/context7` or use your local MCP gateway.
- Prefer ephemeral configuration per developer — do not hardcode credentials in the repo.

If you want, I can generate a matching `.mcp/servers.json` or add example `mcp-add` commands for each server.
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