- Conduid
- Marketplace
- #graph-rag
MCP servers tagged graph-rag
40 live MCP servers tagged "graph-rag", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with graph-rag.
Nornicdb
Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub-ms HNSW search, graph traversal, and writes. Using Neo4j Bolt/Cypher and qdrant's gRPC means you ca…
Agent
A modular Python framework implementing the Model Context Protocol (MCP). It features a standardized client-server architecture over StdIO, integrating LLMs with external tools, r…
Dkg MCP Server
OriginTrail Decentralized Knowledge Graph (DKG) is a decentralized knowledge infrastructure for multi-agent AI memory — enabling agents to publish, verify, and query shared knowle…
Dkg MCP Server
OriginTrail Decentralized Knowledge Graph (DKG) is a decentralized knowledge infrastructure for multi-agent AI memory — enabling agents to publish, verify, and query shared knowle…
Generalbots
Multi-agent AI platform for autonomous agents, agentic AI orchestration and LLM workflow automation. 80 self-hosted apps - Chat, CRM, Mail, Drive, Calendar, Advanced RAG. Open sou…
Samyama Graph
Graph-vector database that queried 1 billion edges for $2.50. Rust, OpenCypher, vector search, 14 graph algorithms. 74M nodes / 1B edges on a single machine.
Kwipu
Ask questions across your Markdown notes using a fully local Graph RAG engine. Built for Obsidian vaults, works with any folder of Markdown files. Extracts entity-relation triples…
Recollect
Self-hosted AI memory and MCP coordination for coding agents. Persistent context across repositories and sessions, with knowledge graphs, hybrid search, and a desktop web UI. Buil…
Recollect
Self-hosted AI memory and MCP coordination for coding agents. Persistent context across repositories and sessions, with knowledge graphs, hybrid search, and a desktop web UI. Buil…
XMem
Xmem is a India's First multi-modal, multi-agentic long‑term memory layer for AI agents.
Langgraph Dev Navigator
An opinionated development framework for building production-ready AI agents with LangGraph. It grounds AI coding assistants (Cursor, Windsurf, Cline) and guides them to use local…
Post Cortex
Post-Cortex provides durable memory infrastructure with automatic knowledge graph construction, intelligent entity extraction, and semantic search powered by local transformer mod…
Kontext Brain Ts
No description published.
Graph Memory MCP
Semantic, persistent knowledge graph memory for LLM-based and multi-agent systems, exposed via the Model Context Protocol (MCP).
Xanther Context Engine
Context engine for coding agents. Indexes a repo into a multi-layer knowledge graph and serves precise architectural context over MCP. 78.2% on SWE-bench Verified at $0.22/instanc…
Agentic BIM Compliance
This project replaces error-prone, 2-day manual structural reviews with a 4-minute Agentic AI workflow that parses IFC models for code compliance. It ensures structural safety thr…
Contextsynapse
The shared brain your agents are missing — open-source context engine for AI agents
Glia
AI agent skill synthesizer ΓÇö local-first, air-gappable, graph+vector+causal retrieval over a community catalog. Rust CLI + Hub, SurrealDB, OpenBao, candle embeddings.
Food Science Kb
Food-science knowledge base and R&D copilot: GraphRAG, structured extraction, equations, tables and figures. Includes the tool, skill, playbook and MCP connector.
Apex FDE Matrix
Autonomous Infrastructure Knowledge Graph & Multi-Agent SRE Control Plane for Forward Deployed Engineers
Vektor Memory
Slipstream - Built by Vektor Memory - a multi-layered persistent agentic vector memory architecture. 4-layer associative graph memory (MAGMA) with autonomous REM cycle, CLI, DXT-M…
Cortex Agents Infra
The High-Performance, Hardware-Adaptive Knowledge Engine for MCP Agents: Hybrid Graph-RAG & Atomic Concurrency Control.
Lit Monitor
Literature monitor — ranks new papers by similarity to your Zotero library and generates structured Obsidian notes via LLM extraction.
Cks MCP
The operational interface between LLMs and verifiable knowledge — MCP tools, autonomous agents, CRDT replication, and a visual studio.
Multi Agent Memory MCP
Local-first multi-agent memory MCP with bounded multi-hop Graph RAG for Claude Code, Codex, OpenCode, Llama, Ollama, and local LLM agents.
Cyrene
一个基于 Java 的 垂类Agent 应用开发Harness，包含知识图谱，知识库，联网插件，生图等工具包，让你可以构建自己的产品代理。
Second Brain Hybrid Graph
A second brain in 3D: local-first hybrid graph-RAG. Flat vector search → graph traversal. Embedded DuckDB + LadybugDB, Ollama, NetworkX. Makes small local models punch above their…
Mnemosyne AI Memory
Bionic memory for AI agents: GraphRAG, predictive memory, dream consolidation, governed skill evolution, MCP, REST API, and dashboard.
LangGraph Agentic GraphRAG
An intelligent hybrid RAG platform powered by LangGraph + SGLang that seamlessly integrates knowledge retrieval with tool execution via MCP, featuring dynamic 3-way routing, quali…
Maf Graphrag Series
MAF + GraphRAG Series: Knowledge Graphs, MCP, Agents, Workflows, and Evaluation using Azure AI and Microsoft Agent Framework
Viralix
Open-source multi-agent simulation engine to predict society-level response to launches, crises, campaigns, and narratives.
JSentrix
🎯 Autonomous Transaction Monitoring & Fraud Response System (Private, Multi-Agent/Modal, MCP/A2A Compliant)
Long Term Memory
MCP server that provides graphRAG based long term memory to AI agents backed by Neo4j
Codesage
Graph-Augmented Code Intelligence RAG engine pairing deterministic AST call graphs with dense vector search to boost direct-callee Recall@8 from 0.0% to 53.3% (+53.3 pp) under a 5…
Treq
TREQ - MCP Tool Ranking, Retrieval, and Efficient Querying
Epistemos
Sovereign context, memory and provenance infrastructure for AI agents. Bitemporal knowledge, evidence and decision lineage, delivered to any agent over the EPCTX/1 protocol (SDK/R…
Localgraph
LocalGraph is a zero-dependency CLI tool written in Go that parses repositories into SQLite relationships (Imports, Definitions, Calls). It computes semantic embeddings locally us…
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…
KBAI Second Brain
A second brain that argues back — a typed-graph (graph-RAG) retrieval engine over an Obsidian vault: edge-weighted Personalised PageRank, multi-lens Council Mode, and retrieval qu…
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.