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Kuzumem Mcp

@Jakedismo

Repository

About Kuzumem Mcp

Yet another memory system for agents. This one with a coding project focus. My hobby project for learning TypeScript, Graph Databases and MCP. Vibe code 75% so bugs might ensue. Would love some userfeedback and feel free to pitch in with the development.

#memory#agents

Basic information

Category

Other

Transports

stdio

Publisher

Jakedismo

Submitted by

Saijani Super

Config

Add this server to your MCP-compatible client using the configuration below.

{
  "mcpServers": {
    "KuzuMemo-MCP": {
      "command": "npx",
      "args": [
        "-y",
        "ts-node",
        "/Users/<absolute_path>/kuzumem-mcp/src/mcp-stdio-server.ts"
      ],
      "env": {
        "PORT": "3000",
        "HOST": "localhost",
        "DB_FILENAME": "memory-bank.kuzu",
        "HTTP_STREAM_PORT": "3001",
        "HTTP_STREAM_PROJECT_ROOT": "/"
      },
      "protocol": "stdio"
    }
  }
}

Tools

No tools detected

We auto-extract tools from the README. The maintainer can list them under a ## Tools heading to populate this section.

Overview

What is Kuzumem Mcp?

Kuzumem Mcp is a TypeScript implementation of a distributed memory bank that functions as an MCP (Model Context Protocol) tool. It stores memories in a KùzuDB graph database and supports repository and branch filtering, enabling a centralized memory bank with repository-specific and branch-specific views. It is designed for seamless integration with IDEs and AI agents.

How to use Kuzumem Mcp?

Kuzumem Mcp can be accessed via a RESTful HTTP API, a CLI, or multiple MCP server implementations (HTTP batch, HTTP Streaming via SSE, and Stdio). Databases are lazily initialized — they are only created when the init-memory-bank tool is explicitly called, not during server startup. Each client project gets its own isolated database instance based on the provided project root path.

Key features of Kuzumem Mcp

  • Thread-safe singleton pattern for resource instantiation
  • Distributed graph structure using KùzuDB
  • Repository and branch awareness with composite key identification
  • Multiple access interfaces: HTTP API, CLI, SSE, Stdio
  • Progressive results streaming for long-running operations
  • Lazy database initialization per client project
  • Graph and traversal tools for dependency analysis and pathfinding

Use cases of Kuzumem Mcp

  • Maintain a centralized memory bank for AI agents across multiple repositories
  • Isolate memory by branch while sharing a common graph database
  • Enable persistent context for code assistants in different projects
  • Perform dependency analysis and pathfinding on structured memory graphs

FAQ from Kuzumem Mcp

Why doesn't Kuzumem Mcp use the official TypeScript MCP SDK?

The project uses a custom implementation to learn the intricacies of the MCP protocol, achieve a more flexible architecture, and start small with CLI and HTTP server support before expanding.

What database does Kuzumem Mcp use?

It uses KùzuDB, a graph database, for memory storage and querying.

How are entities uniquely identified?

Entities are identified by a composite key in the format repositoryName:branchName:itemId, which achieves branch isolation in a centralized store.

What transport protocols are supported?

The server supports HTTP (batch-oriented endpoints), HTTP Streaming via SSE, and Stdio for direct IDE and agent integration.

Does Kuzumem Mcp require database initialization?

Yes, databases are created lazily only when the init-memory-bank tool is invoked, not at server startup.

Comments

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