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khalidsaidi/ragmap

by Various

RAG MCP Registry Finder (RAGMap): subregistry API + MCP server + Firestore ingestion

K

MCP

khalidsaidi/ragmap

Added 1 June 2026

#agent-tools #ai-agents #claude #cursor #discovery #mcp #mcp-server #model-context-protocol

Overview

RAGMap is a subregistry API and MCP server for discovering RAG (Retrieval-Augmented Generation) MCP registries. It ingests registry data into Firestore for scalable storage and querying.

Best for

Best for
Developers building RAG applications that need to discover and serve MCP registries

Use cases

  • Discover MCP registries for RAG pipeline integration
  • Serve registry data via an MCP server interface
  • Ingest and manage registry metadata in Firestore

Notes

RAGMap is a subregistry API and MCP server for discovering RAG (Retrieval-Augmented Generation) MCP registries. It ingests registry data into Firestore for scalable storage and querying.

4 stars on GitHub. Last updated 2026-06-01. Licensed MIT.

Use cases

  • Discover MCP registries for RAG pipeline integration
  • Serve registry data via an MCP server interface
  • Ingest and manage registry metadata in Firestore

Pros

  • Written in TypeScript for type safety and maintainability
  • Leverages Firestore for scalable, serverless data storage
  • Open source with a focused scope for MCP registry workflows

Cons

  • Low GitHub star count indicates limited community adoption
  • Narrow focus on MCP registries may not suit general registry needs
  • Documentation and maturity level may be early-stage

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.

Pros

  • Written in TypeScript for type safety and maintainability
  • Leverages Firestore for scalable, serverless data storage
  • Open source with a focused scope for MCP registry workflows

Cons

  • Low GitHub star count indicates limited community adoption
  • Narrow focus on MCP registries may not suit general registry needs
  • Documentation and maturity level may be early-stage

Pairs with

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