"An introduction to Neo4j, a graph database management system" matching MCP servers:

• Neo4j GraphRAG MCP Server

  neo4j-field

  A

  license

  A

  quality

  C

  maintenance

  An MCP server that enables LLMs to perform semantic and fulltext searches within Neo4j while executing complex, search-augmented Cypher queries for GraphRAG applications. It provides tools for database schema discovery and supports multi-provider embeddings to facilitate advanced graph traversals.

  Last updated 2026-03-26

  5

  2

  MIT

• Neo4j MCP Server

  Tobarrientos2

  A

  license

  B

  quality

  C

  maintenance

  An implementation for managing Neo4j graph database operations through the Model Context Protocol, enabling users to execute Cypher queries against their Neo4j database via AI assistants like Cursor and Claude Desktop.

  Last updated 2025-03-12

  1

  13

  4

  ISC

• Neo4j MCP Clients & Servers

  neo4j-contrib

  A

  license

  -

  quality

  B

  maintenance

  This lets you use Claude Desktop, or any MCP Client, to use natural language to accomplish things with Neo4j and your Aura account.

  Last updated 2026-04-10

  947

  MIT

• Neo4j MCP

  cxt9

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  license

  -

  quality

  C

  maintenance

  Enables LLMs to interact with Neo4j graph databases using natural language to execute Cypher queries and introspect database schemas. It supports both read and write operations for local, Docker, and cloud-based instances like Neo4j Aura.

  Last updated 2026-04-11

  MIT

• Neo4j Knowledge Graph

  mjftw

  F

  license

  -

  quality

  C

  maintenance

  Enables storage and retrieval of knowledge in a graph database format, allowing users to create, update, search, and delete entities and relationships in a Neo4j-powered knowledge graph through natural language.

  Last updated 2025-03-30

  5

• A-MEM: Agentic Memory System

  tobs-code

  F

  license

  -

  quality

  C

  maintenance

  Provides an intelligent, graph-based memory system for LLM agents using the Zettelkasten principle, enabling automatic note construction, semantic linking, memory evolution, and autonomous graph maintenance with background optimization processes.

  Last updated 2026-02-03

  7

• MCP Neo4j Server

  da-okazaki

  A

  license

  -

  quality

  D

  maintenance

  This server enables interaction between Neo4j databases and Claude Desktop, allowing users to execute Cypher queries, create nodes, and establish relationships in the database.

  Last updated 2026-03-28

  80

  58

  MIT

• neo4j-server-remote

  dsimile

  A

  license

  -

  quality

  C

  maintenance

  Enables interaction with Neo4j graph databases through Cypher queries, supporting both read and write operations, schema exploration, and remote database connections via SSE or STDIO transport protocols.

  Last updated 2025-06-17

  5

  MIT

• Neo4j MCP Server

  vpro1032

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  license

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  quality

  C

  maintenance

  Enables AI assistants to interact with Neo4j graph databases through natural language, supporting Cypher queries, schema management, data manipulation, and graph algorithms.

  Last updated 2025-12-07

  MIT

• MCP Neo4j Knowledge Graph

  JovanHsu

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  license

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  quality

  C

  maintenance

  Enhanced knowledge graph memory server for AI assistants that uses Neo4j as the backend storage engine, enabling powerful graph queries and efficient storage of user interaction information with full MCP protocol compatibility.

  Last updated 2025-03-15

  23

  MIT

• Neo4j MCP Server

  rebots-online

  F

  license

  -

  quality

  C

  maintenance

  A fork of the Neo4j Model Context Protocol server that enables interaction with Neo4j knowledge graphs through environment variable configuration and improved options for remote connections.

  Last updated 2025-01-11

  2

• Graph-Memory

  stevepridemore

  A

  license

  A

  quality

  B

  maintenance

  Self-hosted personal knowledge graph for Claude that persists across sessions, devices, and tools. Built on Neo4j with local semantic embeddings; OAuth 2.1 lets Claude Code, Claude Desktop, and claude.ai web all hit the same graph.

  Last updated 2026-05-17

  8

  23

  62

  1

  MIT

• Neo4j Agent Memory MCP Server

  knowall-ai

  A

  license

  A

  quality

  C

  maintenance

  Enables AI agents to store, retrieve, and connect information in a Neo4j graph database as persistent memory, with semantic relationships, natural language search, and temporal tracking across conversations.

  Last updated 2025-10-27

  9

  25

  68

  MIT

• NeoCoder Neo4j AI Workflow

  angrysky56

  A

  license

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  quality

  C

  maintenance

  Enables AI assistants to use Neo4j knowledge graphs and Qdrant vector databases for hybrid reasoning, combining structured facts with semantic search for advanced knowledge management, research analysis, and standardized coding workflows.

  Last updated 2025-12-17

  20

  MIT

• Personal Neo4j Memory Server

  jeelidev

  A

  license

  -

  quality

  C

  maintenance

  Provides AI assistants with persistent, graph-based memory using Neo4j, enabling semantic search and complex relationship tracking. It features specialized Cloudflare Access support for secure remote connections and isolated multi-database management for different projects.

  Last updated 2025-11-07

  21

  MIT

• Database MCP

  thekaranpargaie

  A

  license

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  quality

  C

  maintenance

  Provides a natural language interface for querying and managing PostgreSQL, MySQL, MariaDB, MSSQL, and SQLite databases using the Model Context Protocol. Users can explore database schemas and visualize query results through an integrated web dashboard.

  Last updated 2026-01-21

  186

  MIT

• Neo4j Memory Server

  sylweriusz

  A

  license

  -

  quality

  C

  maintenance

  Provides AI assistants with persistent graph-based memory capabilities using Neo4j, enabling semantic search, relationship tracking, and knowledge organization across multiple project contexts.

  Last updated 2025-06-12

  63

  32

  MIT

• Context Management System

  oagrawal

  F

  license

  -

  quality

  C

  maintenance

  Enables AI development tools to maintain context across chat sessions with automatic branching, progress tracking, and TODO management for different tasks.

  Last updated 2025-12-13

• Graph-Tools

  dromologue

  F

  license

  -

  quality

  C

  maintenance

  Provides tools for AI-powered graph analysis, including relationship extraction, adjacency matrix creation, and network centrality calculations. It enables users to perform complex structural analysis and generate interactive D3.js visualizations from structured data.

  Last updated 2025-06-21

• Code Graph Knowledge System

  royisme

  F

  license

  -

  quality

  B

  maintenance

  Transforms code repositories and development documentation into a queryable Neo4j knowledge graph, enabling AI assistants to perform intelligent code analysis, dependency mapping, impact assessment, and automated documentation generation across 15+ programming languages.

  Last updated 2025-11-26

  6