mcp-neo4j-memory
local MCP servermcp-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
| Server | Stars | Type | API key | Runtime |
|---|---|---|---|---|
| mcp-neo4j-memory | 985 | Local | Yes | pypi |
| mcp-neo4j-cypher | 985 | Local | Yes | pypi |
| mcp-neo4j-data-modeling | 985 | Local | Yes | pypi |
| GrayMatter | 474 | Local | No | — |
| beever-atlas | 448 | Local | No | oci |
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
- mcp-neo4j-cypherio.github.neo4j-contrib/mcp-neo4j-cypher985
- mcp-neo4j-data-modelingio.github.neo4j-contrib/mcp-neo4j-data-modeling985
- GrayMatterio.github.angelnicolasc/graymatter474
- beever-atlasio.github.Beever-AI/beever-atlas448
- ori-memoryio.github.aayoawoyemi/ori-memory325
- Total Agent Memoryio.github.vbcherepanov/total-agent-memory72
- Obsidian Brainio.github.sweir1/obsidian-brain11
- Codebase Memoryio.github.DeusData/codebase-memory-mcp45K