MCP Directory

khalidsaidi/ragmap

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MapRag: RAG-focused subregistry + MCP server to discover and route to retrieval-capable MCP servers using structured constraints and explainable ranking.

Direct install

Run the underlying MCP server directly — without Agent-CoreX routing.

npx -y ragmap

Use with Agent-CoreX

Agent-CoreX intelligently routes which tools from khalidsaidi/ragmap your AI agent actually needs per request — reducing token usage and cost.

agent-corex.json

{
  "mcpServers": {
    "ragmap": {
      "command": "npx",
      "args": [
        "-y",
        "ragmap"
      ]
    }
  }
}

Route khalidsaidi/ragmap intelligently

Connect in 2 minutes. Only pay for the tools your agent actually uses.

Installation Guide

Use with Agent-CoreX

Recommended: intelligent tool routing, lower costs

uvx agent-corex mcp add ragmap

Agent-CoreX selects only the tools your agent needs, cutting token usage by up to 60%.

Direct Install

Use khalidsaidi/ragmap directly without routing

npx -y ragmap

New to Agent-CoreX? View setup guide →

khalidsaidi/ragmap MCP Server — Agent-CoreX