ATproto Docs MCP Server
# A Remote MCP Server for ATproto Docs
<a href="https://glama.ai/mcp/servers/@immber/mcp-atproto-docs">
<img width="380" height="200" src="https://glama.ai/mcp/servers/@immber/mcp-atproto-docs/badge" alt="ATproto Docs Server MCP server" />
</a>
## 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
```
## Depends on
Created using the [remote MCP authless server template](https://github.com/cloudflare/ai/tree/main/demos/remote-mcp-authless) 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](https://github.com/cloudflare/mcp-server-cloudflare/tree/main/apps/docs-vectorize).
## Sources
[atproto-docs-worker](https://github.com/immber/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](https://modelcontextprotocol.io/quickstart/user) and within Claude Desktop go to Settings > Developer > Edit Config.
Update with this configuration:
```json
{
"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
TDQS
Scored across 1 tool
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.
Since there is only one tool, naming consistency is inherently perfect. The tool name 'search_documentation' follows a clear verb_noun pattern.
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.
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.