MCP.Market

RAGMap MCP server

by khalidsaidi·io.github.khalidsaidi/ragmap·v2.0.0·6 stars
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Find a retrieval MCP server that works today: a daily-checked list of servers that search knowledge.

A92/100grade A
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Safety scan
A92/100

full report

Adoption
Growing

6 stars279 downloads/wk

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If you have run it, two minutes of your experience saves the next person an afternoon.

RAGMap tools (3)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • ragmap_find

    Find a remote MCP server that can search a body of knowledge (docs, web, papers, laws, a product, a topic).

  • ragmap_get

    Get one server from the RAGMap list by its registry name, e.g. "io.github.example/docs".

  • ragmap_install

    Get copy-paste config to connect a listed server to Claude Code or any MCP client.

Public scan report

scanner v0.1.10 · 2026-11-02 · same rubric, same numbers if you re-run it

no findings
  • Code scan5 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 0 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 92/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How RAGMap compares

Against every graded Web search MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
92/100
higher than 90% of 3,470 Web search servers
Tools
3
the typical Web search server has 5
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break
GitHub stars
6
more than 81% of 1,786 Web search servers
Downloads a week
279
more than 75% of 827 Web search servers with a package

What its tools let an agent do: 3 read

Release history: 2 versions in the registry since 2026-08-28, latest 2026-11-02, typically one every 67 days.

Install RAGMap in Claude Code, Cursor or VS Code

Runs npx -y @khalidsaidi/ragmap-mcp on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add ragmap -- npx -y @khalidsaidi/ragmap-mcp
Add to Cursor

What the publisher says

From the RAGMap repository's README, as published. We do not edit it. Read it on GitHub

RAGMap

Find a retrieval MCP server that works today.

RAGMap is a list of remote MCP servers that search a body of knowledge: the web, documentation, papers, laws, a domain. Every day it takes the official MCP Registry, connects to each candidate server with no API key, lists its tools, and keeps only the ones that answer and really do retrieval.

Use it as an MCP server so your agent can ask "who knows about X?", or just read the list below.

Use it from an agent

npx -y @khalidsaidi/ragmap-mcp@latest

Claude Code:

claude mcp add ragmap -- npx -y @khalidsaidi/ragmap-mcp@latest

Any MCP client:

{
  "mcpServers": {
    "ragmap": { "command": "npx", "args": ["-y", "@khalidsaidi/ragmap-mcp@latest"] }
  }
}

Tools:

  • ragmap_find: servers that know about what you need, e.g. { "need": "EU cosmetics regulation" }.
  • ragmap_get: one server by registry name.
  • ragmap_install: copy-paste config to connect a server.

The package reads the latest list from this repo and falls back to the copy it ships with when offline.

How a server gets listed

  1. It is in the official MCP Registry with a streamable HTTP endpoint that needs no key.
  2. It answers an MCP initialize and tools/list from the daily check.
  3. Claude reads its description and tools and confirms its main job is retrieval and that results are free. Servers that book, send, convert files, store personal memory or charge per query are left out, even if they have a search tool.

A server that fails a check stays listed for 3 days, then drops off until it works again.

Not covered: local (stdio) servers and servers that need a key or sign-in, because they can't be checked automatically.

The list

<!-- list:start --> 2359 servers, checked 2026-11-02.

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

RAGMap: common questions

Is RAGMap MCP server safe?
Yes, by our scan: it is graded A (92/100). Read the RAGMap safety report
How do I install RAGMap?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does RAGMap need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is RAGMap maintained?
The last commit was 2 days ago (2026-11-02). The latest release is v2.0.0.
What can I use instead of RAGMap?
Servers from other publishers that do the same job: AIHOT MCP server, DocsMint MCP server and Octocode MCP server.
How does RAGMap compare with other Web search MCP servers?
safety score 92/100 (higher than 90% of 3,470 Web search servers); tools 3 (the typical Web search server has 5); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to RAGMap

Same job from other publishers: the closest match first, then the best rated.

  • AIHOT
    Chinese AI news: search topics, explore hot events, and read daily, weekly and monthly briefs.
    B
  • DocsMint
    Cloud or self-hosted knowledge for AI agents: hybrid search, reranking, GraphRAG, scoped MCP tools.
    A
  • Octocode
    AI-powered code indexer with semantic search and knowledge graphs
    More from Muvon →
    A
  • Sui Knowledge Base (kapa.ai)
    Semantic search across Sui documentation and knowledge sources, powered by kapa.ai
    A
  • Search1API
    Web search, agentic search, news, page retrieval, sitemaps, and trending topics through Search1API.
    A