RagMap
MapRag is a discovery + routing layer for retrieval. It indexes RAG-capable MCP servers, enriches them with structured metadata, and helps agents (and humans) quickly find the right retrieval server for a task under constraints like citations, freshn
What is RagMap?
RagMap is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to maprag is a discovery + routing layer for retrieval. it indexes rag-capable mcp servers, enriches them with structured metadata, and helps agents (and humans) quickly find the right retrieval server f...
MapRag is a discovery + routing layer for retrieval. It indexes RAG-capable MCP servers, enriches them with structured metadata, and helps agents (and humans) quickly find the right retrieval server for a task under constraints like citations, freshn
This server falls under the Knowledge & Memory category on MCPgee, the world's largest MCP server directory with 33,000+ servers.
Features
- MapRag is a discovery + routing layer for retrieval. It inde
Use Cases
Maintainer
Works with
Installation
NPM
npx -y @khalidsaidi/ragmap-mcpManual Installation
npx -y @khalidsaidi/ragmap-mcpConfiguration
Configuration Details
claude_desktop_config.json
Performance
Response Metrics
Resource Usage
Frequently Asked Questions about RagMap
What is RagMap?
RagMap is a Model Context Protocol (MCP) server that maprag is a discovery + routing layer for retrieval. it indexes rag-capable mcp servers, enriches them with structured metadata, and helps agents (and humans) quickly find the right retrieval server for a task under constraints like citations, freshn It connects AI assistants to external tools and data sources through a standardized interface.
How do I install RagMap?
Install via npm with the command: npx -y @khalidsaidi/ragmap-mcp. Then add the server configuration to your AI client's JSON config file (e.g., claude_desktop_config.json or .cursor/mcp.json).
Which AI clients work with RagMap?
RagMap works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.
Is RagMap free to use?
Yes, RagMap is open source and available under the MIT license. You can use it freely in both personal and commercial projects.
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Browse More Knowledge & Memory MCP Servers
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Set Up RagMap in Your Editor
Choose your AI client for step-by-step setup instructions.
Quick Config Preview
Add this to your claude_desktop_config.json or .cursor/mcp.json
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