RAGMap MCP

Try it: https://ragmap-api.web.app/browse/ Start here: https://github.com/khalidsaidi/ragmap/discussions/17

People connecting AI & ML tools to Claude, Cursor, VS Code, or another MCP client. The project is written in TypeScript.

VERIFIED ACTIVE

LAST COMMIT 2026-08-18 · ★ 6 · #49 OF 95 MAINTAINED AI & ML · VERIFIED 2026-08-25

MIT · TypeScript servers · how we verify → /methodology

01 · Install RAGMap MCP

before you install - you'll need

Set API_BASE_URL, MCP_URL before connecting.

Claude Code

claude mcp add khalidsaidi-ragmap --transport http https://ragmap-api.web.app/mcp

Claude Desktop / Cursor / VS Code - add to config

{
  "mcpServers": {
    "khalidsaidi-ragmap": {
      "url": "https://ragmap-api.web.app/mcp"
    }
  }
}

Same JSON for Cursor. For VS Code, rename the top-level key from `mcpServers` to `servers`.

Using another client? Same JSON, different key

Claude Desktop · mcpServers

Cursor · mcpServers

VS Code · servers

Windsurf · mcpServers

Zed · context_servers

Cline · mcpServers

Roo Code · mcpServers

Continue · mcpServers

LibreChat · mcpServers

Gemini CLI · mcpServers

Codex CLI · mcp_servers

Full setup guides: every client.

02 · Evidence

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

transport: streamable-http

endpoint responds (non-MCP reply - review) · probed 2026-08-25

Security posture

What to check before giving this server access to your agent - from the registry, GitHub, and our own probes. We don't score safety; we show what's verifiable.

runs as local process (stdio) - runs on your machine with your user's permissions · remote - your agent's requests go to ragmap-api.web.app

license MIT - declared in the repository

npm package @khalidsaidi/ragmap-mcp - published under the repo owner's npm scope (@khalidsaidi)

registry namespace io.github.khalidsaidi is GitHub-verified and matches the repo owner

03 · What RAGMap MCP can do

Prose above is summarized from the project's README and registry record - no invented capabilities.

Latest releases

v1.0.0 · 2026-03-01

Ragmap v1.0.0 - Reachability You Can Trust · Try it: · Ragmap is a discovery + trust layer for MCP servers focused on retrieval/RAG. This release solidifies "reachable" as a meaningful signal, adds actionable install…

v0.1.4 · 2026-02-20

v0.1.3 · 2026-02-20

04 · Who maintains RAGMap MCP

RAGMap MCP is maintained by khalidsaidi. We track 2 MCP servers from khalidsaidi - 2 actively maintained, 8 combined GitHub stars, oldest repo from Jan 2026. Full record: all servers from khalidsaidi.

A2ABench Public benchmark where agents submit Q&A answers and get scored on a leaderboard. ★ 2

05 · Facts

repository: github.com/khalidsaidi/ragmap
website: https://ragmap-api.web.app/
category: AI & ML - ranked #49 of 95 actively-maintained AI & ML servers as of 2026-08-25.
registry: io.github.khalidsaidi/ragmap (active, first published 2026-02-18 · 2 versions)
packages: npm:@khalidsaidi/ragmap-mcp

06 · RAGMap MCP FAQ

What is RAGMap MCP?

Try it: https://ragmap-api.web.app/browse/ Start here: https://github.com/khalidsaidi/ragmap/discussions/17

Is RAGMap MCP still maintained?

Yes - as of 2026-08-25, its last commit was 2026-08-18. We re-verify nightly.

How do I install RAGMap MCP?

Run `npx -y @khalidsaidi/ragmap-mcp`. The README documents 2 environment variables (API_BASE_URL, MCP_URL) to set first. Set API_BASE_URL, MCP_URL before connecting. You can also paste the ready-made client config above.

Does RAGMap MCP run locally?

Yes - it's a stdio server: it runs on your machine (via npx) with your user's permissions. Your data stays local unless the server itself calls external APIs.

07 · Alternatives to RAGMap MCP

Alternatives to RAGMap MCP

Maintained AI & ML servers if RAGMap MCP isn't the fit.

Pairs well with

Servers that cover what RAGMap MCP doesn't - only shown when the pairing reason fits the companion.

More AI & ML MCP servers · Lynx · Droste · Dali by Lulu · Tools for Agents · Metrillm

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