Memex MCP Server

Temporal knowledge graph of your codebase (Graphiti + Neo4j), served to AI agents via MCP.

Remote serverstreamable-httpPython

What is the Memex MCP server?

If you already use Memex, the memex mcp server is the piece that lets your assistant work with it directly. Temporal knowledge graph of your codebase (Graphiti + Neo4j), served to AI agents via MCP.

What the server does

A daemon and MCP server that turns every commit and every file change into structured graph state: modules, symbols, decisions, problems, lockfile facts. Sessions stop starting blind. Agents stop re-discovering the same refactor every time you /clear.

Installation

Because this one is hosted, setup is mostly authentication — you point your client at the endpoint and approve access. Nothing runs on your machine, so there is no runtime to keep patched.

Available tools

The toolset is worth reading before you wire it up, because it tells you what the integration is really for:

  • Manual — The Manual tool exposed by this server
  • Read — The Read tool exposed by this server
  • Write — The Write tool exposed by this server

Credentials and setup notes

Configuration is passed through the environment: GEMINI_API_KEY. Treat anything key-shaped as a real credential — scope it to the minimum the server needs, and rotate it if it ever lands in a shared config.

Worth knowing first

  • Your data travels to the provider's service, so the usual questions apply about what you send and what they retain.
  • Missing credentials fail quietly in some clients — if no tools show up, check the environment block first.
  • Keep per-call confirmation enabled while you learn its behaviour; it is the cheapest safeguard you have.

Where it fits

This sits in the database access group, where several servers overlap in what they claim to do but differ sharply once you actually set them up. Memex's toolset — Manual, Read, Write — is a fair guide to whether it matches your workflow. It is maintained by STiFLeR7; worth a glance at recent repository activity before you build anything load-bearing on it.

This entry was verified against Memex's own documentation before publication; SyncDev keeps the directory reviewed rather than auto-generated.

Available tools

ToolWhat it does
ManualThe Manual tool exposed by this server.
ReadThe Read tool exposed by this server.
WriteThe Write tool exposed by this server.

How to install the Memex MCP server

{
  "mcpServers": {
    "memex": {
      "command": "npx",
      "args": ["-y", "stifler-memex-mcp"],
      "env": {
        "GEMINI_API_KEY": "your-value"
      }
    }
  }
}

Add to claude_desktop_config.json, then restart Claude Desktop.

Configuration

VariableDescriptionRequired
GEMINI_API_KEYCredential the server authenticates with.Yes

Example prompts to try

  • Use Memex to Manual.
  • Use Memex to Read.
  • Use Memex to Write.

Frequently asked questions

It connects Memex to MCP-compatible AI assistants such as Claude and Cursor, exposing 3 tools (Manual, Read, Write) that the assistant can call on your behalf. Instead of copying data back and forth by hand, the assistant works with Memex directly.