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MCP servers tagged graphrag
114 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.
Personal GraphRAG
Self-hosted GraphRAG for personal memory — Claude writes the entities and the edges directly over MCP, no second extraction model. Journal-first durability, optional local stack.
Christian Doctrine
Personal-use theological GraphRAG engine — Bible interlinear + archaeology + church history + curated doctrinal teaching notes, built to triangulate denominational claims against…
ExcelGRAG
Turn a spreadsheet into a queryable property graph: ask a workbook a question in words, ground the answer in specific cells. Reads XLSB with formulas. Rust, MCP.
GenAI Boilerplate
Awesome Boilerplate for RAG | MCP | GraphRag
AetherDB
AI-native database with semantic search, GraphRAG, hybrid search, full-text search, and edge deployment on Cloudflare Workers
RepoMindMCP
GraphRAG codebase intelligence: parses repos into a Neo4j knowledge graph, exposed as an MCP server for Claude Desktop/Cursor (Python backend + TypeScript MCP adapter)
Pharma Intel MCP Demo Lite
A lightweight, reproducible demo of pharma competitive-intelligence graph construction and GraphRAG Q&A: 14 investor-deck PDFs → a Neo4j knowledge graph via neo4j-mcp-workspace-te…
Swarm Context Commander
Inspectable AI agent memory, context engineering and multi-agent orchestration with an MCP server and logical-fleet benchmarks
Lucid Lineage GraphRAG MCP
A personal PoC exploring GraphRAG design patterns: combining LangChain orchestration, Neo4j knowledge graphs, and an integrated MCP server to analyse simulated data lineage and co…
Fraudgraph
Agentic fraud investigation on TigerGraph: takes a bank alert, investigates it across a 590,742-transaction graph, decides what kind of fraud it is and how far it goes, and recomm…
Treeweft
GraphRAG code search over MCP. Parses code with tree-sitter, weaves a Neo4j code graph, and serves hybrid semantic search to AI agents at lower cost than grep.
Myrmion Graphrag
Servidor MCP que expone una base GraphRAG local (LightRAG + Ollama) a Claude Code en VS Code. Privado, sin nube, sin claves de API.
Mind Mri Agent Second Brain
Zero-dependency, offline-first Graph-RAG memory system for AI agents — hybrid semantic+keyword+graph search, multi-agent task queue, MCP server, Obsidian-native vault.
Kbmesh
KBMesh — Secure AI Knowledge Base Mesh. On-premise, AI-native KB with multi-channel ingestion, GraphRAG, MCP gateway, and egress-only PII redaction.