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Glama
embracefailure

GraphRAG MCP

by embracefailure
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Local

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault

No arguments

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
rag_MLC
用于查询特斯拉与安克创新的对比的相关信息
:param query: 用户提出的具体问题
:return: 最终获得的答案

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

Deploy Server
One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

C2.9/5.0

Scored across 1 tool

Disambiguation5/5

Only one tool exists, so there is no possibility of overlap or confusion. The tool's purpose is clear from its description.

Naming Consistency4/5

With a single tool, naming consistency is trivially maintained. However, the name 'rag_ML' is somewhat cryptic and does not clearly convey its function, so a small deduction is applied.

Tool Count2/5

The server exposes only one tool, which feels insufficient for a GraphRAG MCP. Typical RAG servers offer at least multiple query modes or additional operations, making this count on the low side.

Completeness1/5

The tool surface is severely incomplete for a RAG system. It only provides a single query function with no capabilities for data ingestion, document management, or configuration, leaving major gaps in expected functionality.

Maintenance

ActivityInactive
ResponsivenessNo issues

Resources