SERVER

Memforge Memory

Rank #62,058

io.github.volsier/memforge-memory

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

1 version

Claim this server

Listed & last published

Apr 23, 2026

OVERVIEW

Memforge Memory is a Model Context Protocol (MCP) server. It ranks #62,058 of 137,138 servers tracked on MCP Toplist. Memforge Memory is listed on Official MCP, with 1 tracked version. It was first listed on Apr 23, 2026 and most recently updated on Apr 23, 2026.

STANDING

#62,058of 137,138 tracked serversTop 50%

Ranks ahead of 75,080 of 137,138 servers on MCP Toplist.

CONNECT

Use Memforge Memory

API keyNeeds credentials

Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.

npm package

claude mcp add memforge-memory -e "DATABASE_URL=<your DATABASE_URL>" -e "OPENAI_BASE_URL=<your OPENAI_BASE_URL>" -e "OPENAI_API_KEY=<your OPENAI_API_KEY>" -e "OPENAI_EMBEDDING_MODEL=<your OPENAI_EMBEDDING_MODEL>" -- npx -y @memforgeai/memory-service

Replace each placeholder with your own value before saving.

npm package

[mcp_servers.memforge-memory]
command = "npx"
args = ["-y", "@memforgeai/memory-service"]

[mcp_servers.memforge-memory.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>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

npm package

{
  "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>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

npm package

{
  "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>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

npm package

{
  "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>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

npm package

{
  "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>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

npm package

{
  "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>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.volsier%2Fmemforge-memory.svg)](https://mcptoplist.com/server/io.github.volsier%2Fmemforge-memory)

HTML

<a href="https://mcptoplist.com/server/io.github.volsier%2Fmemforge-memory"><img src="https://mcptoplist.com/badge/io.github.volsier%2Fmemforge-memory.svg" alt="MCP Toplist: Top 50% of 137,138" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

REGISTRIES

Listed on 1 registry

Official MCP

VERSIONS

Available versions (1)

Version	Published
1.0.1	Apr 23, 2026

FAQ

Frequently asked questions

Is Memforge Memory listed on the Official MCP Registry?: Yes — Memforge Memory is listed on the Official MCP Registry.
How many versions does Memforge Memory have?: MCP Toplist tracks 1 version of Memforge Memory, most recently published on Apr 23, 2026.

Used in projects

Do you run this server?

Add to a project

Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.

EXPLORE

All MCP Servers Official MCP Servers Best MCP Servers Most Active MCP Servers New MCP Servers Best New MCP Servers