RAGMap

RAGMap

v0.1.0• 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).

Launch agent website ↗

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

Integration

import asyncio
from a2a_registry import AsyncRegistry

async def main():
    async with AsyncRegistry() as registry:
        agent = await registry.get_by_id("5bbcd2bc-f580-409e-a6fc-90c0a82cf756")
        client = await agent.async_connect()
        print(f"Connected to {agent.name}")

asyncio.run(main())