AgentRank

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, freshness, privacy, domain, and latency. MapRag does not do RAG itself. It helps you choose the best RAG tool/server to do the retrieval.

Signal Breakdown

Installs 17

Freshness GitHub not linked

Issue Health GitHub not linked

Stars GitHub not linked

Platform Breadth 1 platform

Contributors GitHub not linked

Description Detailed

How to Improve

Platforms medium impact

Only 1 platform listed — publishing to more platforms improves your score

Badge

Markdown

[![AgentRank](https://agentrank-ai.com/api/badge/skill/glama-khalidsaidi--ragmap)](https://agentrank-ai.com/skill/glama-khalidsaidi--ragmap) Copy

HTML

<a href="https://agentrank-ai.com/skill/glama-khalidsaidi--ragmap"><img src="https://agentrank-ai.com/api/badge/skill/glama-khalidsaidi--ragmap" alt="AgentRank"></a> Copy

Supported Platforms

MCP

Top Ranked Skills

Playwright MCP Server by microsoft 85.0 browser-use 80.2 turborepo 78.7 gh-cli 76.1 containerize-aspnetcore 76.0