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atlas-docs-mcp

MCP.Pizza Chef: CartographAI

Atlas Docs MCP Server delivers clean, structured markdown documentation of libraries and frameworks to language models. It helps LLMs access accurate, up-to-date technical references, improving their ability to generate correct code using less popular or new libraries. This server bridges the gap between LLM training data limitations and real-time developer needs by providing reliable documentation context.

Use This MCP server To

Provide LLMs with accurate library documentation for code generation Enable AI assistants to reference up-to-date framework docs Improve code completion accuracy for niche or new libraries Serve structured markdown docs to developer tools and IDEs Support multi-step reasoning with real-time library context Facilitate integration of external docs into AI-enhanced workflows

README

Atlas Docs MCP Server

NPM Version smithery badge

A Model Context Protocol (MCP) server that provides AI assistants with documentation for libraries and frameworks.

Warning

Atlas Docs is currently in beta. Not everything might work perfectly, but we're actively improving the service. Your patience and feedback are greatly appreciated!

What Does This Server Do?

LLMs are great at generating general code, but suck at correctly using less popular or newly released libraries. This isn't surprising, since the models have not been trained comprehensively on code using these libraries.

Atlas Docs MCP server:

  • Provides technical documentation for libraries and frameworks
  • Processes the official docs into a clean markdown version for LLM consumption
  • Is easy to set up with Cursor, Cline, Windsurf and any other MCP-compatible LLM clients

Claude 3.5 Sonnet on its own:

elevenlabs-without-atlas-annotated

Claude 3.5 Sonnet with Atlas Docs MCP:

elevenlabs-with-atlas-annotated

Atlas-MCP-tool-use.mp4

📦 Installation

Atlas Docs MCP server works with any MCP client that supports the stdio protocol, including:

  • Cursor
  • Cline
  • Windsurf
  • Claude Desktop

Add the following to your MCP client configuration file:

{
  "mcpServers": {
    "atlas-docs": {
      "command": "npx",
      "args": ["-y", "@cartographai/atlas-docs-mcp"]
    }
  }
}

That's it! You may need to restart the app (for Claude Desktop) for the server to be recognised.

Tip: Prompt your model to check the docs eg. "Use the tools to check the documentation for Astro to ensure that you use the library correctly."

Installing via Smithery

Alternatively, you can install Atlas Docs MCP automatically via Smithery. Example for claude desktop:

npx -y @smithery/cli install @CartographAI/atlas-docs-mcp --client claude

Change "claude" to "cursor", "cline" or "windsurf" for the respective clients.

📒 Available Libraries

Want docs for another library not in this list? Please open an issue in this repo, we'll try to process and add it!

🔨 Available Tools

  1. list_docs: List all available documentation sets
  2. get_docs_index: Retrieves a condensed, LLM-friendly index of a documentation set
  3. get_docs_full: Retrieves a complete documentation set in a single consolidated file
  4. search_docs: Search a documentation set by keywords
  5. get_docs_page: Retrieves a specific page of a documentation set

💭 How It Works

Atlas Docs processes tech libraries' documentation sites into clean, markdown versions. This MCP server provides the docs as MCP tools, calling Atlas Docs APIs for the data.

Running the backend locally

Please visit CartographAI/atlas and follow the instructions in the README. Update ATLAS_API_URL with the url of your deployment.

Support & Feedback

Please open an issue in this repo to request docs for a library, or to report a bug.

If you have any questions, feedback, or just want to say hi, we'd love to hear from you. You can find us on Cartograph's Discord comunity for real-time support, or email us at contact@cartograph.app

atlas-docs-mcp FAQ

How does Atlas Docs MCP improve LLM coding accuracy?
It supplies LLMs with clean, structured documentation of libraries and frameworks, enabling more precise code generation especially for less common or new libraries.
Is Atlas Docs MCP compatible with all programming languages?
It primarily supports libraries and frameworks with available markdown documentation, which can cover many languages depending on the docs provided.
How is the documentation kept up to date?
The server fetches and serves the latest markdown docs from official sources or repositories, ensuring LLMs access current information.
Can Atlas Docs MCP be integrated into IDEs?
Yes, it can serve documentation context to IDEs and developer tools that embed LLMs for enhanced coding assistance.
Does Atlas Docs MCP support multiple LLM providers?
Yes, it is provider-agnostic and works with OpenAI, Anthropic Claude, Google Gemini, and others.
What format does Atlas Docs MCP serve documentation in?
It serves clean, structured markdown format optimized for LLM consumption.
Is Atlas Docs MCP suitable for production use?
Currently in beta, it is actively improved but may have some limitations; feedback is encouraged.
How do I provide feedback or report issues?
Feedback can be submitted via the project's GitHub repository or support channels linked in the documentation.