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Memforge Memory MCP Server

local only

Memforge Memory runs on your own machine — the client starts it, so there is no endpoint to ping. 14 installs a week from npm.

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

Installs per day peak 6 · avg 2 · +56% w/w
a month agotoday
14
Installs / week
npm · @memforgeai/memory-service
Stars
on GitHub
Last commit
0 releases in 90 days
License
language unknown

Nothing serious here today

Today is the operative word: we check Memforge Memory every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Three servers free · no card

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

run in your terminal
claude mcp add memforge-memory -- npx -y @memforgeai/memory-service
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "memforge-memory": {
      "args": [
        "-y",
        "@memforgeai/memory-service"
      ],
      "command": "npx"
    }
  }
}
~/.codex/config.toml
[mcp_servers.memforge-memory]
command = "npx"
args = ["-y", "@memforgeai/memory-service"]
.cursor/mcp.json
{
  "mcpServers": {
    "memforge-memory": {
      "args": [
        "-y",
        "@memforgeai/memory-service"
      ],
      "command": "npx"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "memforge-memory": {
      "args": [
        "-y",
        "@memforgeai/memory-service"
      ],
      "command": "npx"
    }
  }
}

This one needs environment variables set before it will start: DATABASE_URL (PostgreSQL connection string), OPENAI_BASE_URL (Embedding API base URL (OpenAI-compatible)), OPENAI_API_KEY (Embedding API key), OPENAI_EMBEDDING_MODEL (Embedding model name (e.g. BAAI/bge-m3)). The author declared them in the registry entry; get the values from the project itself.

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Memforge Memory — questions

Answers built from our own checks of this server.

Why is there no uptime for Memforge Memory?
Memforge Memory runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the npm package @memforgeai/memory-service was installed 14 times last week.
How do I connect Memforge Memory?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It runs locally, so the command pulls @memforgeai/memory-service straight from npm; nothing to host, nothing to sign up for.
How many people use Memforge Memory?
The npm package @memforgeai/memory-service was installed 14 times in the last week. Week over week that is +56%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.