RAGMap

Discover and filter RAG-capable MCP servers. Semantic + keyword search over retrieval servers. Use for Cursor, Claude, or any agent that needs to find the right retrieval MCP (by meaning, remote-only, citations, local-only).

Skills

• Find servers
  Search/filter RAG-related MCP servers. Params: query (q), limit, hasRemote, reachable, citations, localOnly, minScore, categories, serverKind.
  ragsearchregistrydiscovery
• Top servers
  Get top recommended retriever servers with smart defaults and filters.
  ragrecommendationsregistry
• Get install config
  Get copy-ready Claude Desktop and generic MCP host snippets for a server.
  raginstallmcp
• Get server
  Fetch a server record by name (latest version).
  ragregistrylookup
• List categories
  List RAG categories.
  ragcategoriesmetadata
• Explain score
  Explain RAG scoring for a server.
  ragrankingexplainability

How to call

https://ragmap-api.web.app/