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skillmem MCP

A self-improving skill memory system for coding agents like Claude Code and Codex. It enables agents to learn, recall, reinforce, and decay skills using local SQLite storage with bilingual hybrid search and tamper-evident history, requiring no API keys or cloud connectivity.

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Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

skillmem MCP logo, by Liza StudioCommunity listingLocal stdioSource reviewed; not executedPublished by Liza Studio
You need:pip install 'skillmem[semantic]'
Vendor documentation

What you can do with it

  • Enable agents to learn and recall coding skills locally
  • Reinforce useful skills and decay unused ones over time
  • Share skills across multiple agents using a single database

Source and maintenance

Community listingRegistry 0.13.0
mcp-registry: io.github.liza-studio/skillmem@0.13.0Source repositoryProject website
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

skillmem 0.13.0

pypiuvx
skillmem package definition
{
  "version": "0.13.0",
  "transport": "stdio",
  "identifier": "skillmem",
  "runtimeHint": "uvx",
  "registryType": "pypi",
  "registryBaseUrl": "https://pypi.org",
  "packageArguments": [
    {
      "type": "positional",
      "value": "mcp",
      "description": "Start the stdio MCP server (the `skillmem mcp` subcommand)"
    }
  ],
  "environmentVariables": [
    {
      "name": "SKILLMEM_DB",
      "format": "filepath",
      "description": "Path to the SQLite database file (default: the platform data directory)"
    }
  ]
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

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Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "skillmem-mcp": {
      "command": "uvx",
      "args": [
        "skillmem==0.13.0",
        "mcp"
      ],
      "env": {
        "SKILLMEM_DB": "<YOUR_SKILLMEM_DB>"
      }
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "skillmem-mcp": {
      "command": "uvx",
      "args": [
        "skillmem==0.13.0",
        "mcp"
      ],
      "env": {
        "SKILLMEM_DB": "<YOUR_SKILLMEM_DB>"
      }
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "skillmem-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "skillmem==0.13.0",
        "mcp"
      ],
      "env": {
        "SKILLMEM_DB": "<YOUR_SKILLMEM_DB>"
      }
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "skillmem-mcp": {
      "command": "uvx",
      "args": [
        "skillmem==0.13.0",
        "mcp"
      ],
      "env": {
        "SKILLMEM_DB": "<YOUR_SKILLMEM_DB>"
      }
    }
  }
}

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