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memforge-memory

MCP ServerMCP Registry官方收录

io.github.volsier/memforge-memory · v1.0.1

Team engineering memory for AI coding assistants. 47 MCP tools, pgvector semantic search.

概览

memforge-memory 是一个MCP Server,收录自 官方 MCP Registry。支持 stdio 传输。本页提供 Cursor、Claude Code 等客户端的安装配置片段。

安装

选择你的平台查看安装方式

{
  "mcpServers": {
    "memforge-memory": {
      "command": "npx",
      "args": [
        "-y",
        "@memforgeai/memory-service"
      ],
      "env": {
        "DATABASE_URL": "<DATABASE_URL>",
        "OPENAI_BASE_URL": "<OPENAI_BASE_URL>",
        "OPENAI_API_KEY": "<OPENAI_API_KEY>",
        "OPENAI_EMBEDDING_MODEL": "<OPENAI_EMBEDDING_MODEL>"
      }
    }
  }
}

环境变量

DATABASE_URL必填

PostgreSQL connection string

OPENAI_BASE_URL必填

Embedding API base URL (OpenAI-compatible)

OPENAI_API_KEY必填secret

Embedding API key

OPENAI_EMBEDDING_MODEL必填

Embedding model name (e.g. BAAI/bge-m3)

相关资源

统一 Manifest

{
  "id": "io.github.volsier/memforge-memory",
  "type": "mcp-server",
  "version": "1.0.1",
  "displayName": "memforge-memory",
  "description": "Team engineering memory for AI coding assistants. 47 MCP tools, pgvector semantic search.",
  "distribution": {
    "packages": [
      {
        "registryType": "npm",
        "identifier": "@memforgeai/memory-service",
        "version": "1.0.1",
        "transport": "stdio",
        "environmentVariables": [
          {
            "name": "DATABASE_URL",
            "description": "PostgreSQL connection string",
            "isRequired": true
          },
          {
            "name": "OPENAI_BASE_URL",
            "description": "Embedding API base URL (OpenAI-compatible)",
            "isRequired": true
          },
          {
            "name": "OPENAI_API_KEY",
            "description": "Embedding API key",
            "isRequired": true,
            "isSecret": true
          },
          {
            "name": "OPENAI_EMBEDDING_MODEL",
            "description": "Embedding model name (e.g. BAAI/bge-m3)",
            "isRequired": true
          }
        ]
      }
    ],
    "remotes": []
  },
  "dependencies": [],
  "installTargets": [
    "claude-code",
    "claude-desktop",
    "cursor",
    "vscode"
  ],
  "keywords": [],
  "provenance": {
    "origin": "official-mcp-registry",
    "originalId": "io.github.volsier/memforge-memory",
    "originalUrl": "https://registry.modelcontextprotocol.io/v0.1/servers/io.github.volsier%2Fmemforge-memory/versions/latest",
    "isOfficial": true,
    "status": "active"
  }
}
memforge-memory — MCP Server 安装与配置 · AgentHub