SERVER

GraphRAG MCP

Rank #59,033

glama/embracefailure/MCPHub

Enables enterprise document retrieval using graph-based reasoning and knowledge graphs. Allows agents to search and extract information from scattered documents through structured entity and relationship extraction.

First listed
Nov 5, 2025
Last publish date
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OVERVIEW

GraphRAG MCP is a Model Context Protocol (MCP) server published by embracefailure. It ranks #59,033 of 137,138 servers tracked on MCP Toplist, and its repository has 2 GitHub stars. GraphRAG MCP is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Nov 5, 2025.

STANDING
#59,033of 137,138 tracked serversTop 50%

Ranks ahead of 78,105 of 137,138 servers on MCP Toplist.

CONNECT

Use GraphRAG MCP

No setupRuns out of the box

No credentials or required configuration declared — add it to your MCP client and go.

This server doesn't publish a machine-readable install config — see the repository README for install instructions.

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MCP Toplist: Top 50% of 137,138
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REGISTRIES

Listed on 1 registry

ORGANIZATION

embracefailure

Organization
Servers in org
1
Versions across org
0
VERSIONS

Not versioned

This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.

FAQ

Frequently asked questions

Who maintains GraphRAG MCP?
GraphRAG MCP is maintained by embracefailure, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
Is GraphRAG MCP listed on the Official MCP Registry?
GraphRAG MCP is not on the Official MCP Registry. It is listed on Glama.
How many versions does GraphRAG MCP have?
GraphRAG MCP ships as a single rolling release with no explicit version metadata.
Where can I find the source code for GraphRAG MCP?
The source code for GraphRAG MCP is hosted at github.com/embracefailure/MCPHub.
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