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mcp-neo4j-memory

local MCP server

mcp-neo4j-memory is a local MCP server: MCP Neo4j Knowledge Graph Memory Server. Install it from pypi as mcp-neo4j-memory.

Installation

Terminal

claude mcp add mcp-neo4j-memory -e NEO4J_URI=... -e NEO4J_USERNAME=... -e NEO4J_PASSWORD=... -e NEO4J_DATABASE=... -e NEO4J_NAMESPACE=... -- uvx mcp-neo4j-memory

Run in your project folder. Add --scope user to use it everywhere.

Claude Desktop, Cursor & other clients

Add to claude_desktop_config.json or .cursor/mcp.json.

{
  "mcpServers": {
    "mcp-neo4j-memory": {
      "command": "uvx",
      "args": [
        "mcp-neo4j-memory"
      ],
      "env": {
        "NEO4J_URI": "...",
        "NEO4J_USERNAME": "...",
        "NEO4J_PASSWORD": "...",
        "NEO4J_DATABASE": "...",
        "NEO4J_NAMESPACE": "..."
      }
    }
  }
}

Fill in the environment variables with your own credentials.

What you need

  • Runtime: Python with uv (runs with uvx).
  • MCP client: Claude Code, Codex, Antigravity, Claude Desktop, Cursor or any other client that speaks MCP over stdio.
  • Environment variables: NEO4J_URI, NEO4J_USERNAME, NEO4J_PASSWORD, NEO4J_DATABASE, NEO4J_NAMESPACE

Summary

MCP Neo4j Knowledge Graph Memory Server

mcp-neo4j-memory vs similar servers

ServerStarsTypeAPI keyRuntime
mcp-neo4j-memory985LocalYespypi
mcp-neo4j-cypher985LocalYespypi
mcp-neo4j-data-modeling985LocalYespypi
GrayMatter474LocalNo—
beever-atlas448LocalNooci

Questions

It reads 5 environment variables: NEO4J_URI, NEO4J_USERNAME, NEO4J_PASSWORD, NEO4J_DATABASE, NEO4J_NAMESPACE. Set them in your MCP config before starting the server.

Python with uv (runs with uvx), plus an MCP client such as Claude Code, Codex, Claude Desktop or Cursor.

mcp-neo4j-memory is a local MCP server distributed as the pypi package mcp-neo4j-memory.

Run: claude mcp add mcp-neo4j-memory -e NEO4J_URI=... -e NEO4J_USERNAME=... -e NEO4J_PASSWORD=... -e NEO4J_DATABASE=... -e NEO4J_NAMESPACE=... -- uvx mcp-neo4j-memory

Run: codex mcp add mcp-neo4j-memory --env NEO4J_URI=... --env NEO4J_USERNAME=... --env NEO4J_PASSWORD=... --env NEO4J_DATABASE=... --env NEO4J_NAMESPACE=... -- uvx mcp-neo4j-memory

Similar MCP servers

NameStars
  1. mcp-neo4j-cypherio.github.neo4j-contrib/mcp-neo4j-cypher985
  2. mcp-neo4j-data-modelingio.github.neo4j-contrib/mcp-neo4j-data-modeling985
  3. GrayMatterio.github.angelnicolasc/graymatter474
  4. beever-atlasio.github.Beever-AI/beever-atlas448
  5. ori-memoryio.github.aayoawoyemi/ori-memory325
  6. Total Agent Memoryio.github.vbcherepanov/total-agent-memory72
  7. Obsidian Brainio.github.sweir1/obsidian-brain11
  8. Codebase Memoryio.github.DeusData/codebase-memory-mcp45K