Automatic tools and context generation

[butschster]

Check this out 👉 https://context7.com/
It gives your LLM (Claude, Cursor, etc.) real Laravel docs — no outdated stuff, just clean and fresh info from source.

Let’s say you wanna search for routing in Laravel docs — just use this link:
🔍 https://context7.com/laravel/docs?topic=routing&tokens=500

You point to the repo (laravel/docs), set the topic (routing), and max tokens (500).
Boom! Docs ready to copy into your AI tool.

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But here’s the coolest part — you don’t need to write configs for tools or context files yourself.
Just ask the LLM, and it will build it for you!

🛠️ Example instruction:

🗒️ Instruction to LLM:
There is a link https://context7.com/laravel/docs/llms.txt?topic=route to search context from docs, in this example it's Laravel docs. Provide a tool for it.

🤖 What LLM replied:

tools:  
  - id: laravel-docs  
    description: "Fetch Laravel documentation based on a provided topic"  
    type: http  
    schema:  
      properties:  
        topic:  
          type: string  
          description: "Documentation topic to retrieve (e.g., 'routing', 'controllers', 'models')"  
      required:  
        - topic  
    requests:  
      - url: "https://context7.com/laravel/docs/llms.txt"  
        method: GET  
        query:  
          topic: "{{topic}}"  
        headers:  
          Accept: "text/plain"

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And you can also generate context docs the same way!

📄 Example instruction:

🗒️ Instruction to LLM:
There is a link https://context7.com/laravel/docs/llms.txt?topic=route to search context from docs, in this example it's Laravel docs. Provide an example of url source for it for documents.

🤖 What LLM replied:

documents:
  - description: Laravel Documentation
    outputPath: docs/laravel-documentation.md
    sources:
      - type: url
        description: "Laravel official documentation"
        urls:
          - https://context7.com/laravel/docs/llms.txt?topic=routing
          - https://context7.com/laravel/docs/llms.txt?topic=controllers
          - https://context7.com/laravel/docs/llms.txt?topic=models
        headers:
          Accept: "text/plain"
          User-Agent: "CTX Documentation Generator"
        tags:
          - laravel
          - documentation
          - reference

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💡 So yeah — LLM can build tools for itself using CTX and JSON schema.
You just write simple instructions, and it does the rest.
No need to guess or dig through docs yourself anymore!