Start here: Ragmap (What it is + how to use it)

[khalidsaidi]

Start here: Ragmap (What it is + how to use it)

Ragmap helps you discover MCP servers, especially retrievers/RAG servers, with reachability you can trust.

Try it: https://ragmap-api.web.app/browse/

What Ragmap is

• A discovery + trust layer for MCP servers.

• It ingests upstream registry data, enriches it for RAG use cases, and continuously probes remotes.

• It exposes:

  • /rag/top for smart defaults.
  • /rag/search for discovery.
  • /rag/install for copy/paste install configs.
  • /rag/stats for freshness + coverage visibility.

The one trust concept to know

If you want "reachable recently" results, use:

• reachable=true&reachableMaxAgeHours=24

This avoids "reachable at some unknown time" and instead means: reachable and checked within the last N hours.

Quickstart (copy/paste)

Top reachable retrievers (checked within 24h)

curl -s "https://ragmap-api.web.app/rag/top?hasRemote=true&reachable=true&reachableMaxAgeHours=24&serverKind=retriever&limit=25" | jq .

Search with trust filter

curl -s "https://ragmap-api.web.app/rag/search?q=rag&hasRemote=true&reachable=true&reachableMaxAgeHours=24&limit=10" | jq .

Get install config (URL-encoded name)

curl -s "https://ragmap-api.web.app/rag/install?name=ai.filegraph%2Fdocument-processing" | jq .

Inspect freshness + coverage

curl -s "https://ragmap-api.web.app/rag/stats" | jq .

Where to post what (so we can respond fast)

• Bug: include the exact URL + query params you ran, and the JSON output.
• Feature request: describe the user story ("as an agent builder...") + what success looks like.
• New server suggestion: link to the server repo/registry entry and what category it belongs in.

[khalidsaidi]

Follow-up: Ragmap v1.0.0 is now live with trusted reachability (reachableMaxAgeHours), SSE + streamable-http probing, and copy/paste install configs.\n\nRelease: https://github.com/khalidsaidi/ragmap/releases/tag/v1.0.0\nTry it: https://ragmap-api.web.app/browse/