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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.
Ariadne
One agent tracing a single entity's evidence across graph, relational, and text stores into a cited analytic note. Built on the Claude Agent SDK.
Context Graph
Decision-aware knowledge graph on LightRAG: extends (head, relation, tail) triples into contextual quadruples (h, r, t, rc) that capture decision lineage — who approved what, why,…
MCPHub
This repo is for learning and building GraphRAG MCP servers for agents. Completed during internship at Tesla.
Contextual Memory Architecture
A local-first, Obsidian-compatible memory layer for persistent AI agents. Reasoner + Retriever + Recorder over a markdown vault.
Law Company Agent
️AI-powered Chinese Company Law expert —GraphRAG + 6-Agent collaboration ▎ system with RRF fusion, knowledge graph reasoning & streaming SSE | 基于 ▎ GraphRAG 的新《公司法》AI 助手
SpecImpact
設計書をHost LLMとEvidence Graphで構造化し、自然文の変更から影響範囲を検証・管理するローカルファーストOSS
Enggraph
Engineering Graph for AI coding agents. Code intelligence, persistent memory, plans and multi-project context over MCP.
ApexGraphSwarm
Local-first graph intelligence and multi-agent orchestration workbench with GraphRAG integrations, specialist swarm design, evaluation, and cost-aware delegation.
Triforge
One install, three MCPs: graph chat memory + semantic code search + backend. Benchmarked with claude-haiku-4-5: -19% tokens & 23× faster on memory-recall questions.
A2 DIALECTICAbyTACITUS
Archived: earlier Python DIALECTICA prototype. Current engine: sargonxg/A3_DIALECTICAbyTACITUS_v3.
Graphx
Temporal GraphRAG on libSQL/SQLite, Postgres, or DuckDB. Define a graph once with Zod and get typed mutations, bitemporal history, vector + full-text retrieval, an HTTP API with O…
Amplifier Smart Tool Visualizer
knowledge: one knowledge graph your agents remember with, and you can explore. An Amplifier Smart Tool: provenance, time, paths, contradictions, gaps, live view.
Mnemo
contextops
Code Graph
Multi-language code parser (Python, Rust, JS/TS, Go, Java, C/C++) that extracts dependency graphs and stores them locally in SQLite. Provides three access methods: CLI for direct…
Second Brain
Trust-tier-aware, self-correcting knowledge-graph engine: turn forums, Reddit, websites and databases into counted, cited, confidence-bounded answers.
Graphx
Temporal GraphRAG on libSQL/SQLite, Postgres, or DuckDB. Define a graph once with Zod and get typed mutations, bitemporal history, vector + full-text retrieval, an HTTP API with O…
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…
Graphrag Code
🕸️ Code knowledge graph for Claude Code & AI coding agents — index TypeScript, NestJS, React into Neo4j and query architecture in Cypher
stevepridemore/graph-memory
device use across Claude Code, Desktop, web, and iOS.
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.
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.
Awesome Agentic Knowledge Base
Empirical map of 46 trending AI agent repos: storage, memory, MCP, retrieval — what they actually use, ranked by adoption
MyKnowledgeBase
Personal Knowledge Base & Technical Research Hub by Ahmed BARGADY (AI Engineer & PhD Student @ UM6P). Comprehensive mathematical derivations, PyTorch/DGL code implementations, APT…
Oncotarget Luad
Scientific MVP for LUAD target prioritization using knowledge graphs, GraphSAGE, and GraphRAG.
Cuba Memorys
Provide AI agents with long-term memory using a neuroscience-based knowledge graph and Model Context Protocol for improved coding assistance.
Team Synapse
Hackathon project for Huggingface: MCP 1-year Anniversary 2025 – AI agent for team Synapse
AgeT Agentic Tutor
Implementing an agentic interview tutor
AILIENANT
Ailienant is a structured engineering agentic OS for VS Code. No vibe coding or unauditable black boxes. Built for engineers demanding total control. We provide a live codebase kn…
BaseMem
Persistent graph-based memory and knowledge base for AI agents with MCP integration, code intelligence, and cross-session context.
MTA Plugin
Give any AI assistant a private, token-free memory of your files — Claude, Gemini, Cursor, VS Code, Windsurf, Codex & Grok. Converts attachments (PDF/Office/EPUB/archives) to Mark…
Claude Cartography
Give Claude Code a map, not a guess — code and docs as one knowledge graph, with 4 analysis tools auto-routed by question type. Docs in Japanese.
Sf Graph
🚧 [WIP] SF CLI plugin + MCP server that maps Salesforce metadata to Neo4j. Interactive TUI explorer, AI-powered SOQL generation, multi-org schema comparison.
Antigravity Agents
Universal agentic engineering layer for Google Antigravity. Features autonomous multi-agent orchestration, epistemic grounding, 9 strict verification gates, AST blast radius analy…
Wechat Article Summarizer
微信公众号文章总结器 | AI-powered WeChat article summarizer with RAG, GraphRAG, MCP, and multi-platform export
Cortex App
Institutional memory for the agentic era. Open-source GraphRAG knowledge base: documents in, Neo4j knowledge graph out. Humans get chat + deep research with cited answers, agents…
Aryx
Aryx Lite — multi-source entity resolution & knowledge graph for grounded Q&A. Postgres + FalkorDB. BSL 1.1.
Stromadb
Real-time GraphRAG engine optimized for LLMs — stream-native graph + vector + typed retrieval (Rust). Source-available.
Comfyui LLM Partyy
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…
AI Indexing
🚀 Simplify code indexing with structured prompts and testing, optimizing source code for semantic search and understanding in LLMs.
Agentic AI Environment
AI Workforce of the Future - Research Environment
Daml Rag Framework
🧠 DAML-RAG: Domain-Adaptive Multi-source Learning RAG Framework | GraphRAG混合检索 + 推理时学习 + 教师-学生双模型协作 | Production-ready vertical domain AI solution
Kiara
Kiara - KI Assistent für Retrieval und Analyse
Medical Graphrag Assistant
Agentic clinical chat interface powered by InterSystems IRIS, NVIDIA NIM, and Model Context Protocol (MCP).
Kg Agent Evals
Governed GraphRAG over a provenance-tracked biomedical knowledge graph, with an eval harness measuring whether the agent stays faithful to the evidence.
Labgo
Change Impact Analyst: code graph, git ground truth, hybrid retrieval, and an honestly measured agent
Cortexplexus
Open-source Code Intelligence Platform — turn source code into a Knowledge Graph and serve structured context to AI assistants over MCP. Self-hosted, 100% free.
LangGraph Agentic Graph RAG
A LangGraph-native Agentic AI framework integrating adaptive 3-way Graph RAG, MCP (Model Context Protocol) tool execution, and SGLang-powered GoT reasoning.
Graphrag Rs
GraphRAG: Turn any folder of documents into a knowledge graph, then query it from Claude, Cursor, or any MCP-compatible AI assistant. Powered by Samyama.
Agency.NET
A .NET 10 toolkit for building RAG pipelines and AI agents in idiomatic C#—featuring pluggable vector/KV stores, native MCP integration, and OpenTelemetry throughout.
Apexgraph
Apex-relevance subgraph retrieval for AI agents — feed your LLM the most relevant slice of a knowledge graph, within a token budget.