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Graphiti MCP Server

MCP server by Zep

OfficialLocalPreview/Beta
Official pageGitHub repo
By the Klyvoo teamChecked October 3, 2026Checked on official sources

Graphiti MCP Server at a glance

Graphiti MCP Server is an official MCP server from Zep. It gives an AI assistant time-aware knowledge graph memory built from conversations and documents.

Connects to
Memory and automation
Hosting
Local · Streamable HTTP and stdio
Sign-in
API key
Price
Free
Works with
Cursor, VS Code, Claude Desktop
Best for
Agent builders needing memory that tracks change
Checked
October 3, 2026 on official sources

How to install Graphiti MCP Server

Add the command below as a new MCP server in your AI app’s settings or MCP config file. Sign-in: API key.

Install or connect
docker compose up

What Graphiti MCP Server can do

It feeds text, JSON and messages into Graphiti, which builds a knowledge graph that tracks how facts change over time. Assistants can then search entities and facts, including by date.

Tools it exposes include
add_memorysearch_nodessearch_memory_factsdelete_episodeget_status

Best for: agent builders needing memory that tracks change

Pros

  • Tracks when facts were true
  • Works with FalkorDB or Neo4j
  • Supports several LLM providers

Cons

  • Labeled experimental by its makers
  • Needs a graph database and an LLM API key

Graphiti MCP Server FAQ

Is Graphiti MCP Server free?

Yes. It is open source under Apache-2.0, but you pay for the LLM provider you use.

How do I connect Graphiti MCP Server?

Run docker compose up in the mcp_server folder and connect your client to http://localhost:8000/mcp/.

What can Graphiti MCP Server do?

It adds episodes to a knowledge graph, searches entities and facts with date filters and deletes episodes.