skillmem
skillmem is an MCP server, listed under databases. It reaches sqlite. Its repository has 9 GitHub stars and is licensed under Apache-2.0; we last read it on 2026-10-22.
skillmem helps coding agents learn, recall, and reinforce skills, with memory provenance and local SQLite storage requiring no API key or cloud connection.
Install
Read from skillmem’s own README, close to verbatim -- not written by us, and not guessed.
pip install skillmem
What it reaches, and what it needs
Reaches
sqlite
Credential
○ none found
Maintenance
Stars
9
State
listed
Licence
Apache-2.0
From the repository
Self-improving skill memory for coding agents: learn, recall, reinforce, decay — with provenance on every memory and trust only you grant. Local SQLite, no API key, no cloud.
skillmem compared with similar servers
| Server | Reaches | Needs | Stars | Last update | Licence |
|---|---|---|---|---|---|
| skillmem (this page) | sqlite | None listed | 9 | 2026-10-17 | Apache-2.0 |
| dbhub | mysql, postgres, sqlite(1 shared) | None listed | 3,702 | 2026-10-21 | MIT |
| mcp-alchemy | mysql, postgresql, sqlite(1 shared) | None listed | 422 | 2026-10-15 | MPL-2.0 |
| knowl | sqlite(1 shared) | None listed | 114 | 2026-10-21 | Apache-2.0 |
| ai-memory-mcp | sqlite, xai(1 shared) | AI_MEMORY_LLM_API_KEY, XAI_API_KEY | 54 | 2026-10-22 | Apache-2.0 |
| saga-mcp | sqlite(1 shared) | None listed | 40 | 2026-10-07 | MIT |
Ranked by services in common with skillmem, then by stars. Figures are from each repository when we last read it.
Common questions about skillmem
- What does skillmem do?
- skillmem helps coding agents learn, recall, and reinforce skills, with memory provenance and local SQLite storage requiring no API key or cloud connection.
- How do I install skillmem?
- Its own README gives this command: pip install skillmem. Run it where your MCP client can launch the server, and check the README for any settings it asks for.
- What does skillmem connect to, and what does it need?
- It reaches sqlite.
- Is skillmem official and is it maintained?
- We found nothing naming it as a vendor’s official server. Its repository has 9 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-17.
- What licence does skillmem use?
- The repository declares the Apache-2.0 licence.
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