RAGMap MCP
Find and wire up retriever MCP servers for RAG without manually trawling registries.
Overview
RAGMap MCP is a MCP server for the Build phase that discovers retriever MCP servers and returns top picks plus install configuration for agent clients.
What is this MCP server?
- Discovers retriever-focused MCP servers from a curated map
- Surfaces top picks for common RAG wiring patterns
- Emits install-ready MCP client configuration snippets
- Runs via npx @khalidsaidi/ragmap-mcp (stdio) or hosted streamable HTTP remote
- Pairs discovery with recommendation so agents can shortlist servers in one session
- Package @khalidsaidi/ragmap-mcp version 1.0.1 with stdio via npx
- Hosted remote MCP endpoint: https://ragmap-api.web.app/mcp (streamable-http)
- Repository subfolder packages/mcp-local on github.com/khalidsaidi/ragmap
Community signal: 4 GitHub stars.
What problem does it solve?
Solo builders waste hours hunting which retriever MCPs are maintained, compatible, and worth wiring into a new RAG agent.
Who is it for?
Indie devs standing up a first RAG agent who want a guided retriever MCP shortlist and copy-paste MCP config.
Skip if: Teams with one fixed vector database and MCP already in production who do not need discovery.
What do I get? / Deliverables
After you register RAGMap, your agent can recommend retriever MCPs and hand you install config instead of open-ended registry browsing.
- Shortlist of retriever MCP servers with rationale
- Top-pick recommendations aligned to RAG use cases
- Client-ready MCP install configuration blocks
Recommended MCP Servers
Journey fit
How it compares
MCP registry navigator for retriever servers, not an embedding pipeline or document ingestion skill.
Common Questions / FAQ
Who is RAGMap MCP for?
Solo and indie builders using Claude Code, Cursor, or Codex who need retriever MCP options and install snippets while building agent RAG stacks.
When should I use RAGMap MCP?
During Build agent-tooling when you are selecting retriever MCPs, comparing top picks, and preparing MCP client configuration before ship-time hardening.
How do I add RAGMap MCP to my agent?
Add stdio via npx @khalidsaidi/ragmap-mcp ragmap-mcp in your MCP config, or point your client at the streamable HTTP remote https://ragmap-api.web.app/mcp per server.schema.json.