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MCP servers tagged graphrag

30 live MCP servers tagged "graphrag", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with graphrag.

30
live servers
54
avg trust
2.1K
most stars
1

apecloud/ApeRAG

apecloud

ApeRAG: Production-ready GraphRAG with multi-modal indexing, AI agents, MCP support, and scalable K8s deployment

★ 1.1Kupdated 6 months agoApache-2.0
92
2

Langchain4j Aideepin

moyangzhan

基于AI的工作效率提升工具(聊天、绘画、知识库、工作流、 MCP服务市场、语音输入输出、长期记忆) | Ai-based productivity tools (Chat,Draw,RAG,Workflow,MCP marketplace, ASR,TTS, Long-term memory etc)

★ 1.2Kupdated 7 months agoMIT
86
3

Comfyui LLM Party

heshengtao

LLM Agent Framework in ComfyUI includes MCP sever, Omost,GPT-sovits, ChatTTS,GOT-OCR2.0, and FLUX prompt nodes,access to Feishu,discord,and adapts to all llms with similar openai…

★ 2.1Kupdated 11 months agoAGPL-3.0
81
4

Graphrag Toolkit

awslabs

Python toolkit for building graph-enhanced GenAI applications

★ 364updated 6 months agoApache-2.0
77
5

Pokemon Chat

skygazer42

基于 LightRAG、LangGraph、MCP、RagFlow、微调LLMs宝可梦主题的智能聊天助手

★ 368updated 7 months agoMIT
74
6

Codealive MCP

CodeAlive-AI

The most accurate and comprehensive Context Engine as a service, optimized for large codebases, powered by advanced GraphRAG and accessible via MCP. It enriches the context for AI…

★ 74updated 6 months agoMIT
69
7

Megamem

C-Bjorn

Transform your Obsidian vault into a powerful knowledge graph with MCP support

★ 17updated 6 months agoMIT
67
8

server

git+raphaelmansuy

EdegQuake 🌋 High-performance GraphRAG inspired from LightRag written in Rust; Transform documents into intelligent knowledge graphs for superior retrieval and generation

64
9

Code Review Graph

Local knowledge graph for Claude Code. Builds a persistent map of your codebase so Claude reads only what matters — 6.8× fewer tokens on reviews and up to 49× on daily coding task…

64
10

AgentGuide

https://adongwanai.github.io/AgentGuide | AI Agent开发指南 | LangGraph实战 | 高级RAG | 转行大模型 | 大模型面试 | 算法工程师 | 面试题库 | 强化学习|数据合成

64
11

Graphify

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local determi…

64
12

Semantica

Semantica 🧠 — A framework for building semantic layers, context graphs, and decision intelligence systems with explainability and provenance.

64
13

SAG

An out-of-the-box document retrieval workbench built on SAG

64
14

Nowledge Mem

nowledge-co

Memory and context manager just works.

★ 97updated 9 months ago
61
15

Memory Agent Hub

1850298154

2026 swarm Agent 年,swarm Agent 、Agent team、 ai coding、skill、memory、evolve、agentic RL 等 AI Agent集合

★ 25updated 6 months ago
56
16

AgenticX

AgenticX is a unified, production-ready multi-agent platform — Python SDK + CLI (agx) + Studio server + Machi desktop app. Features Meta-Agent orchestration, 15+ LLM providers, MC…

52
17

AIGuide

AI 应用开发、AI 编程实战与面试指南,涵盖 LLM、Agent、RAG、MCP、Claude Code、Codex 等核心技术与工程实践。

52
18

Code Graph Context

MCP server that builds code graphs to provide rich context to LLMs

42
19

Jurisd

Model Context Protocol server for Australian legislation and case law search.

42
20

Clangd Graph Rag

Source code graph RAG (GraphRAG) for C/C++ development based on clangd

39
21

Gortex

High-performance code intelligence engine that indexes repositories into an in-memory knowledge graph and exposes it via CLI, MCP Server, and web UI. Built for AI coding agents -…

39
22

Orionbelt Analytics

Ontology-based MCP server that analyzes database schemas (PostgreSQL, Snowflake, ClickHouse, Dremio) and generates RDF/OWL ontologies with SQL mappings for fan-trap-free Text-to-S…

39
23

Datagraph City MCP Server

Model Context Protocol server for DataGraph API. Query NYC urban data (subway, DOB permits, property sales, crime, demographics) and civic programs (Un-Lonely NYC, KC violence pre…

37
24

Code Context Graph

Local and self-hosted code context graph with MCP, annotation search, and Tree-sitter parsing

37
25

Robosystems MCP Client

Official MCP (Model Context Protocol) client adapter for connecting AI agents to the RoboSystems Financial Knowledge Graph API. Access comprehensive financial data including accou…

34
26

Graphrag Code

🕸️ Code knowledge graph for Claude Code & AI coding agents — index TypeScript, NestJS, React into Neo4j and query architecture in Cypher

34
27

stevepridemore/graph-memory

device use across Claude Code, Desktop, web, and iOS.

34
28

Glyphtrail

Local code intelligence graph for AI coding agents: Tree-sitter static analysis, structural code search, dependency impact, blast-radius analysis, CLI and MCP server.

34
29

Archsight Aios

面向建筑行业知识工作从业者与 AI 研发团队的 Skills、Workflow 与多 Agent 工具包 / Building-industry AI agent skills for BIM, IFC, RAG, GraphRAG, project evidence work, code review, and runtime governance.

34
30

Awesome Agentic Knowledge Base

Empirical map of 46 trending AI agent repos: storage, memory, MCP, retrieval — what they actually use, ranked by adoption

34
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