Graphiti MCP vs MCP Server for Data Exploration

A side-by-side comparison of two AI, Data & Knowledge servers — tools, transport, auth, maintenance, and copy-paste config for each.

	Graphiti MCP Temporal knowledge-graph memory for agents: add episodes and search facts over FalkorDB or Neo4j, from Zep. Unverified HTTP (remote) API key Python	MCP Server for Data Exploration Your personal data scientist assistant — explore CSV datasets with Claude through autonomous Python analysis. Unverified stdio (local) No auth Stale Python
Category	AI, Data & Knowledge	AI, Data & Knowledge
Language	Python	Python
Transport	HTTP (remote)	stdio (local)
Auth	API key	None
GitHub stars	28k	543
Last commit	1 month ago	1 year ago
Verified
Actively maintained
Install	`git clone https://github.com/getzep/graphiti.git && cd graphiti/mcp_server && docker compose up`	`uvx mcp-server-ds`
Repo	Open	Open

Verdict

Pick Graphiti MCP if you want the official, vendor-maintained server, and you prefer the more popular, battle-tested option.

Pick MCP Server for Data Exploration if you want a local (stdio) server that keeps data on your machine, and you want zero-setup with no API key.

Add Graphiti MCP

Install / run

git clone https://github.com/getzep/graphiti.git && cd graphiti/mcp_server && docker compose up

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "graphiti-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "http://localhost:8000/mcp/"
      ]
    }
  }
}

Claude Desktop connects to remote servers through the `mcp-remote` proxy (installed on first run via npx). Restart Claude Desktop after saving.

Add MCP Server for Data Exploration

Install / run

uvx mcp-server-ds

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "mcp-server-for-data-exploration": {
      "command": "uvx",
      "args": [
        "mcp-server-ds"
      ]
    }
  }
}

Requires `uv` (the Python package runner). Install it from https://docs.astral.sh/uv/ if `uvx` is not found.

FAQ

Graphiti MCP or MCP Server for Data Exploration — which is better?

Pick Graphiti MCP if you want the official, vendor-maintained server, and you prefer the more popular, battle-tested option. Pick MCP Server for Data Exploration if you want a local (stdio) server that keeps data on your machine, and you want zero-setup with no API key.

Can I use both Graphiti MCP and MCP Server for Data Exploration?

Yes — MCP clients let you enable multiple servers at once. Add both configs to your client's mcpServers and use whichever tool fits the task.

Do Graphiti MCP and MCP Server for Data Exploration work with Claude, Cursor and Windsurf?

Both do. Copy the per-client config below into Claude Desktop, Cursor, or Windsurf.

View Graphiti MCP →View MCP Server for Data Exploration →More comparisons →