MCP Server

io.github.volsier/memforge-memory MCP Server

Name: io.github.volsier/memforge-memory MCP Server
Author: io.github.volsier

io.github.volsier/memforge-memory

Registry

What is the io.github.volsier/memforge-memory MCP server?

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

How to install io.github.volsier/memforge-memory

Copy-paste configuration for popular MCP clients.

transport: stdio

Config generated by PluginBench — verify against the source before use.

Environment / auth

DATABASE_URL
required
PostgreSQL connection string
OPENAI_BASE_URL
required
Embedding API base URL (OpenAI-compatible)
OPENAI_API_KEY
required
secret
Embedding API key
OPENAI_EMBEDDING_MODEL
required
Embedding model name (e.g. BAAI/bge-m3)

Claude Desktop

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

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

Cursor

~/.cursor/mcp.json

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

Windsurf

~/.codeium/windsurf/mcp_config.json

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

VS Code

.vscode/mcp.json

{
  "servers": {
    "memforge-memory": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@memforgeai/memory-service"
      ],
      "env": {
        "DATABASE_URL": "<YOUR_DATABASE_URL>",
        "OPENAI_BASE_URL": "<YOUR_OPENAI_BASE_URL>",
        "OPENAI_API_KEY": "<YOUR_OPENAI_API_KEY>",
        "OPENAI_EMBEDDING_MODEL": "<YOUR_OPENAI_EMBEDDING_MODEL>"
      }
    }
  }
}

Claude Code

claude mcp add memforge-memory --env DATABASE_URL=<YOUR_DATABASE_URL> --env OPENAI_BASE_URL=<YOUR_OPENAI_BASE_URL> --env OPENAI_API_KEY=<YOUR_OPENAI_API_KEY> --env OPENAI_EMBEDDING_MODEL=<YOUR_OPENAI_EMBEDDING_MODEL> -- npx -y @memforgeai/memory-service