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io.github.volsier/memforge-memory

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

Install

Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).

NPM package @memforgeai/memory-service
Claude Code 
claude mcp add memforge-memory -e 'DATABASE_URL=<DATABASE_URL>' -e 'OPENAI_BASE_URL=<OPENAI_BASE_URL>' -e 'OPENAI_API_KEY=<your openai_api_key>' -e 'OPENAI_EMBEDDING_MODEL=<OPENAI_EMBEDDING_MODEL>' -- npx -y @memforgeai/memory-service@1.0.1
JSON configuration (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "memforge-memory": {
            "command": "npx",
            "args": [
                "-y",
                "@memforgeai/memory-service@1.0.1"
            ],
            "env": {
                "DATABASE_URL": "<DATABASE_URL>",
                "OPENAI_BASE_URL": "<OPENAI_BASE_URL>",
                "OPENAI_API_KEY": "<your openai_api_key>",
                "OPENAI_EMBEDDING_MODEL": "<OPENAI_EMBEDDING_MODEL>"
            }
        }
    }
}

Environment variables

  • 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)

Frequently asked questions

What is io.github.volsier/memforge-memory?

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

How do I install io.github.volsier/memforge-memory?

It runs on your machine. In Claude Code: claude mcp add memforge-memory -e 'DATABASE_URL=<DATABASE_URL>' -e 'OPENAI_BASE_URL=<OPENAI_BASE_URL>' -e 'OPENAI_API_KEY=<your openai_api_key>' -e 'OPENAI_EMBEDDING_MODEL=<OPENAI_EMBEDDING_MODEL>' -- npx -y @memforgeai/memory-service@1.0.1. For other clients, paste the JSON configuration from this page into their MCP settings.

Does io.github.volsier/memforge-memory need an API key?

Yes. It expects DATABASE_URL, OPENAI_BASE_URL, OPENAI_API_KEY, OPENAI_EMBEDDING_MODEL, which you set in its configuration.

Who maintains io.github.volsier/memforge-memory?

It is published by volsier. AI.tn lists it but does not maintain or endorse it.

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