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Mem0 MCP For Pm

@KunihiroS

基本信息

分类

记忆与知识

传输方式

stdio

作者

KunihiroS

提交者

Kunihiro Sugiyama

关于 Mem0 MCP For Pm

Forked repo to customize into Project Management purpose.

Mem0 MCP For Pm 配置

使用下面的配置,将此服务器添加到你的 MCP 客户端。

{
  "mcpServers": {
    "mem0": {
      "command": "pipx",
      "args": [
        "run",
        "mem0-mcp-for-pm",
        "--log=off"
      ],
      "env": {
        "MEM0_API_KEY": "{your_key}"
      }
    }
  }
}

Mem0 MCP For Pm 工具

3

`get_all_project_memories`

`update_project_memory`

`delete_all_project_memories`

概览

What is mem0-mcp-for-pm?

mem0-mcp-for-pm bridges MCP Host applications and the mem0 cloud service, enabling structured project memory management and semantic search for project-related information. It is designed for project management uses.

How to use mem0-mcp-for-pm?

Install via pipx and run with a pipx-compatible command. Configure your MCP Host with the command, args, and env fields as shown in the README examples. You must specify the --log argument and optionally --logfile.

Key features of mem0-mcp-for-pm

  • Project memory storage and retrieval
  • Semantic search for project information
  • Structured project management data handling
  • Fully tested stdio-based MCP Server tools
  • Flexible logging: stderr by default, file output via --logfile
  • Smart CLI invocation via pipx-compatible interface

Use cases of mem0-mcp-for-pm

  • Store and retrieve project status updates using TOML templates
  • Manage and search tasks with structured metadata
  • Record and search meeting summaries with action items
  • Group related entries using run_id for context management
  • Enforce immutability and expiration on critical project data

常见问题

1

What does mem0-mcp-for-pm do vs alternatives?

It bridges MCP Host applications and the mem0 cloud service for structured project memory management, using TOML-based templates optimized for mem0’s data extraction. It is a fork focused on project management with specific formatting instructions.

2

What runtime does mem0-mcp-for-pm require?

It runs via stdio-based MCP protocol and requires a Python environment with pipx. The server is invoked through a pipx-compatible entrypoint.

3

Where does mem0-mcp-for-pm store data?

The server does not store data locally; it communicates with the mem0 cloud service. A valid `MEM0_API_KEY` environment variable is required.

4

What are the known limitations of mem0-mcp-for-pm?

The server expects TOML-formatted strings for all project memory entries. Logging requires explicitly specifying `--log` and (if enabled) an absolute `--logfile` path. The server may suffer from pipx caching issues; pinning a version in the config or clearing the cache is recommended.

5

What transport and authentication are used?

Transport is stdio-based. Authentication uses an API key provided via the `MEM0_API_KEY` environment variable.

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