GraphRAG MCP Server
Rank #14,330glama/rileylemm/graphrag_mcp
Enables querying a hybrid system that combines Neo4j graph database and Qdrant vector database for powerful semantic and graph-based document retrieval through the Model Context Protocol.
GraphRAG MCP Server is a Model Context Protocol (MCP) server published by rileylemm. It ranks #14,330 of 132,046 servers tracked on MCP Toplist, and its repository has 64 GitHub stars. GraphRAG MCP Server is listed across 3 registries — Glama, PulseMCP and mcp.so, and ships as a single rolling release with no explicit version metadata. It was first listed on Apr 3, 2025.
Ranks ahead of 117,716 of 132,046 servers on MCP Toplist.
Use GraphRAG MCP Server
Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2Frileylemm%2Fgraphrag_mcp)<a href="https://mcptoplist.com/server/glama%2Frileylemm%2Fgraphrag_mcp"><img src="https://mcptoplist.com/badge/glama%2Frileylemm%2Fgraphrag_mcp.svg" alt="MCP Toplist: Top 25% of 132,046" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 3 registries
rileylemm
Not versioned
This server is published through registries that do not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- Who maintains GraphRAG MCP Server?
- GraphRAG MCP Server is maintained by rileylemm, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is GraphRAG MCP Server listed on the Official MCP Registry?
- GraphRAG MCP Server is not on the Official MCP Registry. It is listed on Glama, PulseMCP and mcp.so.
- How many versions does GraphRAG MCP Server have?
- GraphRAG MCP Server ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for GraphRAG MCP Server?
- The source code for GraphRAG MCP Server is hosted at github.com/rileylemm/graphrag_mcp.
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