What is an MCP Server?

An MCP (Model Context Protocol) server acts as a bridge, allowing AI models to access and interact with external data sources and tools, standardizing context provision for LLMs.

How does the ATproto Docs MCP Server work?

It queries a Cloudflare AutoRAG instance fed by a Cloudflare worker that crawls and saves ATprotocol’s public documentation to an R2 storage bucket. This allows it to search and generate answers based on the ATproto documentation.

How often is the ATproto documentation updated?

The documentation is updated weekly by a Cloudflare worker that crawls and saves the latest documentation to an R2 storage bucket.

How can I connect to the ATproto Docs MCP Server?

You can connect using any MCP-compatible client, such as the Cloudflare AI Playground or Claude Desktop, by providing the server URL: https://mcp-atproto-docs.immber.workers.dev/sse.

What kind of queries can I make with this server?

You can ask questions about the AT Protocol, its features, how authentication works, the types of records, or request code examples for specific tasks.

What is UBOS?

UBOS is a full-stack AI Agent development platform designed to democratize access to AI-powered solutions. It helps orchestrate AI Agents, connect them with enterprise data, build custom AI Agents with your LLM model and Multi-Agent Systems.

Where can I find more AI Agents?

You can explore the UBOS Asset Marketplace to discover a curated collection of pre-built AI Agents and tools.

What are some use cases for this server?

Rapid documentation lookup, contextual code generation, AI-powered debugging, prototyping, and building AI Agents for ATproto are some use cases.

What is AutoRAG?

AutoRAG (Retrieval-Augmented Generation) is a technology that retrieves relevant information from a knowledge source and uses it to generate more accurate and contextually relevant answers.