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ATproto Docs MCP Server

ATproto Docs MCP Server

by immber

A Remote MCP Server for ATproto Docs

Deployed to Cloudflare

This remote MCP server publishes a tool for searching and querying the documentation for ATprotocol.

Tool

Description

search_documentation

Searches the atproto docs

Created with love 💙, to make life easier for developers building on the protocol.

This remote MCP server is publicly available at:

https://mcp-atproto-docs.immber.workers.dev/sse

Related MCP server: Docs-MCP

Depends on

Created using the remote MCP authless server template CloudFlare provides.

This MCP server queries a CloudFlare AutoRAG instance that is fed by a Cloudflare worker with ATprocol's public documentation.

  • cron worker => R2 storage bucket => AutoRAG Vectorize DB

This project was originally inspired by Cloudflare's Documentation MCP Server.

Sources

atproto-docs-worker is a cloudflare worker that crawls and saves documentation to an R2 bucket. It runs on a weekly cron schedule.

To view or request changes to the list of resources currently being included, please visit that repo.

Using the tool

Connect with any MCP compatible client. Then ask your AI agent of choice to use the search_documentation tool.

Connect to Cloudflare AI Playground

You can connect to this MCP server from the Cloudflare AI Playground, which is a remote MCP client:

  1. Go to https://playground.ai.cloudflare.com/

  2. Enter your deployed MCP server URL ( https://mcp-atproto-docs.immber.workers.dev/sse)

  3. You can now use this MCP tool directly from the playground!

Connect Claude Desktop to your MCP server

To connect to this MCP server from Claude Desktop, follow Anthropic's Quickstart and within Claude Desktop go to Settings > Developer > Edit Config.

Update with this configuration:

{
  "mcpServers": {
    "search_atproto_docs": {
      "command": "npx",
      "args": [
        "mcp-remote",
        "https://mcp-atproto-docs.immber.workers.dev/sse"
      ]
    }
  }
}

Restart Claude and you should see the tools become available.

Sample Queries

screenshot from claude desktop showing the results of a query about oauth

Available Tools

1 tool
search_documentationA

Search the documentation for the given query.

    This tool can be used to answer questions about documentation. Results are limited and returned as semantically similar chunks to the query.

Inputs: query (required).

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    TDQS

    A3.6/5.0

    Scored across 1 tool

    Disambiguation5/5

    With only one tool, there is no possibility of ambiguity or overlap between tools. The tool has a clear, distinct purpose focused on searching documentation.

    Naming Consistency5/5

    Since there is only one tool, naming consistency is inherently perfect. The tool name 'search_documentation' follows a clear verb_noun pattern.

    Tool Count2/5

    A single tool is too few for a server named 'ATproto Docs MCP Server', which suggests a documentation-focused domain. This minimal set lacks essential operations like browsing, retrieving specific sections, or navigating documentation structure.

    Completeness2/5

    The tool surface is severely incomplete for a documentation server. It only provides search functionality, missing basic operations such as listing documentation topics, getting detailed content, or accessing related resources, which are critical for comprehensive documentation interaction.

    Maintenance

    ActivityInactive
    ResponsivenessNo recent community issues

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