RAGMap

What you can do with RAGMap

RAGMap is a Model Context Protocol (MCP) server published by khalidsaidi. It ranks #9,395 of 167,945 active servers on MCP Toplist, and its repository has 6 GitHub stars. RAGMap is listed across 3 registries — Official MCP, Glama and mcp.so, with 5 tracked versions. It was first listed on Feb 10, 2026 and most recently updated on Nov 2, 2026.

What RAGMap can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

What you need before using RAGMap

Connect RAGMap and confirm it works

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

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

[mcp_servers.ragmap]
url = "https://ragmap-api.web.app/mcp"

[mcp_servers.ragmap]
command = "npx"
args = ["-y", "@khalidsaidi/ragmap-mcp"]

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

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

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

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

{
  "servers": {
    "ragmap": {
      "type": "http",
      "url": "https://ragmap-api.web.app/mcp"
    }
  }
}

{
  "servers": {
    "ragmap": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@khalidsaidi/ragmap-mcp"
      ]
    }
  }
}

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

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

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

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

When to choose another server

• A2ABench#19,810

No task-specific alternatives are catalogued for RAGMapyet; the list above is its publisher's other servers.

What changed, and when this was checked

First listed

Feb 10, 2026

Latest version published

Nov 2, 2026

Version history

5 versions tracked (below)

Requirements evidence

MCP Toplist probed the public endpoint on Oct 19, 2026 and could not complete the MCP handshake (jsonrpc error). Requirements remain unverified.

Profile checked

Not yet — purpose, capabilities and requirements above come from registry data only

Ranking data as of

Nov 3, 2026

Do you maintain RAGMap? Claim it to correct or enrich this profile.

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

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