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Topic · updated 2026-10-05

Neo4j & Graph Database MCP servers

20 Neo4j & Graph Database MCP servers indexed on awesomemcp.in. Every entry links to a live GitHub repository with a known author, is de-duplicated across the official MCP registry and community lists, and carries an automated vulnerability-check badge. Built by @neo4j-contrib, @chaoscypherinc, @neo4j-labs, @CodeGraphContext, @MorDavid and 10 other authors.

20servers
19scan passed
1official
12one-click install

Top 20 Neo4j & Graph Database MCP servers

  1. by @neo4j-contrib · official · Python · neo4j-contrib/mcp-neo4j

    Neo4j integration: run queries, use Neo4j as knowledge graph memory and manage Neo4j Aura instances.

    Scan passed
    ★ 987
    2026-09-09
  2. MCP server for Neo4j Aura Database Instance Manager.

    Scan passed
    ★ 987
    2026-09-09
  3. A simple Neo4j MCP server that allows you to run Cypher queries against a Neo4j database.

    Scan passed
    ★ 987
    2026-09-09
  4. A simple Neo4j MCP server for creating graph data models.

    Scan passed
    ★ 987
    2026-09-09
  5. MCP Neo4j Knowledge Graph Memory Server

    Scan passed
    ★ 987
    2026-09-09
  6. Neo4j Graph Data Science MCP server

    Scan passed
    ★ 98
    2026-09-21
  7. Local-first knowledge graphs from your documents: build, search (GraphRAG) and edit on your machine.

    Scan passed
    ★ 3
    2026-10-03
  8. Neo4j MCP Canary — The canary goes first so the rest of us know what's coming

    Scan passed
    ★ 2
    2026-10-05
  9. Index local code into a graph database to give AI assistants context, with graphical code visualizations for humans.

    Scan passed
    ★ 4,242
    2026-09-29
  10. (by MorDavid) - integration that connects BloodHound with AI through MCP, allowing security professionals to analyze Active Directory attack paths using natural language queries instead of Cypher.

    Needs review
    ★ 377
    2025-06-02
  11. Graph memory that dreams: Neo4j knowledge-graph memory for AI agents with hybrid search

    Scan passed
    ★ 69
    2026-10-05
  12. by @bolnet · Python · bolnet/attestor

    Self-hosted memory for agent teams. Bi-temporal replay, deterministic retrieval, audit log.

    Scan passed
    ★ 14
    2026-09-18
  13. GraphQL gateway for LLMs. Handles huge GitHub GraphQL & @neo4j/graphql schemas without crashing

    Scan passed
    ★ 6
    2026-10-01
  14. Agent network intelligence for AI agents. Trust scoring, broker discovery, and Ed25519 identity.

    Scan passed
    ★ 5
    2026-02-21
  15. Embedded graph database for agents: declare association rules once, edges maintain themselves.

    Scan passed
    ★ 5
    2026-10-02
  16. Codebase intelligence MCP — index any repo into a property graph; 26 tools for agents.

    Scan passed
    ★ 5
    2026-10-04
  17. Personal knowledge graph for Claude on Neo4j with typed entities, bi-temporal edges, weighted decay, contradiction detection and local embeddings.

    Scan passed
    ★ 2
    2026-09-24
  18. Deploy production REST and Neo4j Graph APIs from JSON schemas in seconds. 49 tools.

    Scan passed
    ★ 1
    2026-09-24
  19. The internet's infrastructure graph for AI agents - 46B nodes and edges, free trial via 2 HTTP calls

    Scan passed
    ★ 1
    2026-07-19
  20. Persistent memory with swappable Postgres/pgvector, Qdrant or Neo4j backends, adaptive retrieval weighting, duplicate merging and stale-fact archiving.

    Scan passed
    ★ 0
    2026-08-29

Quick install

Add the most popular option to Claude Code:

# see https://github.com/neo4j-contrib/mcp-neo4j for setup

FAQ

What is the best neo4j & graph database mcp server?

By GitHub stars, the most popular is mcp-neo4j by @neo4j-contrib (987 stars). awesomemcp.in lists 20 MCP servers for this topic, ranked by official status and popularity.

Are these MCP servers safe to install?

19 of 20 passed our automated vulnerability check (OSV.dev advisories for the published package, OpenSSF Scorecard, license, maintenance and provenance). The check is automated and does not guarantee 100% safety — review the code and permissions before installing.

How do I install mcp-neo4j?

With Claude Code: # see https://github.com/neo4j-contrib/mcp-neo4j for setup. Every listing on awesomemcp.in includes an install command and, where available, an mcp.json snippet for Claude Desktop, Cursor and other MCP clients.

Can AI agents read this list?

Yes. The full catalog is available as JSON at https://awesomemcp.in/api/mcps.json and https://awesomemcp.in/api/skills.json, and as plain text at https://awesomemcp.in/llms.txt.

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