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MCP server · AI

Graphiti

by · github.com/rawr-ai/mcp-graphiti

Graphiti Model Context Protocol (MCP) Server - An MCP server for knowledge graph management via Graphiti

Unclaimed last commit a year ago ai
InstallView source
52Fair

Scored 5 days ago · breakdown

About Graphiti

Graphiti is an MCP server published by rawr-ai in the AI category: graphiti Model Context Protocol (MCP) Server - An MCP server for knowledge graph management via Graphiti.

The repository has 102 stars and 21 forks, with the last commit a year ago. Six months or more without a commit doesn't mean the server is broken, but check the open issues before depending on it in production.

Install

From source
git clone https://github.com/rawr-ai/mcp-graphiti

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

Static checks derived from the repository 5 days ago. Heuristics on the source, not an audit.

  • ✓README presentThe repository ships documentation.
  • !License declaredNo license file. Legally you have no right to use it in a product.
  • ✓Tests presentA test suite exists in the repository.
  • ✓Dependencies pinnedA lockfile pins dependency versions.
  • ✓No dynamic code executionSource scan found no eval, dynamic Function, or shell execution.

1 check has not been run yet.

README

Graphiti MCP Server

Fork of the getzep/graphiti example with a focus on developer experience and multi‑project support. Graphiti extracts entities and relationships from text and stores them in Neo4j. This repo adds a CLI that spins up a root server plus project‑specific MCP servers in Docker so several knowledge graphs share the same database.

Quick Start

  1. Install and clone 
    pipx install 'git+https://github.com/rawr-ai/mcp-graphiti.git'
git clone https://github.com/rawr-ai/mcp-graphiti.git
cd mcp-graphiti
cp .env.example .env  # fill in Neo4j credentials and your OpenAI key
  2. Launch services 
    graphiti compose   # generates docker-compose.yml and updates .cursor/mcp.json
graphiti up -d
    The root server runs on port 8000; project containers start at 8001.
  3. Create a project 
    cd /path/to/my-kg
graphiti init my-kg        # writes ai/graph/mcp-config.yaml
# add entity definitions under ai/graph/entities/
    Rerun graphiti compose && graphiti up -d from anywhere to start its container.

Once running you can:

  • Check http://localhost:8000/graphiti/status.
  • Connect MCP‑compatible tools to http://localhost:800{N}/sse.
  • Browse Neo4j at http://localhost:7474 using the credentials in .env.

Security note

If NEO4J_PASSWORD remains password the server refuses to start unless GRAPHITI_ENV=dev. Always use a strong password in production.

Why this fork?

The upstream repository assumes one server per compose file. Here a single compose file manages many project servers that share Neo4j. Each service gets its own group_id, entities and model so projects stay isolated while running on the same database.

Highlights

  • Project isolation – different extraction rules or models never collide.
  • Editor auto‑discovery – ports are written to .cursor/mcp.json.
  • Crash containment – a bad prompt only restarts its container.
  • Hot reload – tweak a project's config and run graphiti reload <container>.

Leave mcp-projects.yaml empty if you only need the root server.

Danger zone

Setting NEO4J_DESTROY_ENTIRE_GRAPH=true wipes all projects the next time you run graphiti up. Use with care.

Contributing

PRs and issues are welcome.

© 2025 rawr‑ai • MIT License

README fetched from the repository 5 days ago. The original is authoritative.

Questions

About Graphiti

How do I install Graphiti?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Graphiti safe to use with an AI agent?

Its trust score is 52 out of 100 (fair). It passes 4 of the 5 static security checks run so far; the failures are listed above. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Graphiti still maintained?

The last commit was a year ago and 5 open issues. That's long enough that you should check whether the maintainer is responding to issues before depending on it.