piia-engram

piia-engram is an MCP server. It reaches engram. It needs ENGRAM_AUTH_TOKEN and ENGRAM_SECRET to authenticate. Its repository has 162 GitHub stars and is licensed under AGPL-3.0; we last read it on 2026-10-22.

Local-first AI memory you can see, edit, and override — portable across Claude Code, Codex, Cursor, Windsurf, and other MCP coding tools.

Read from piia-engram’s own README, close to verbatim -- not written by us, and not guessed.

pip install piia-engram && engram setup

Unverified means a mention in the server’s own description, not a citation. A wrong claim here costs nothing to correct and nothing to trust yet.

What does piia-engram do?

Local-first AI memory you can see, edit, and override — portable across Claude Code, Codex, Cursor, Windsurf, and other MCP coding tools.

How do I install piia-engram?

Its own README gives this command: pip install piia-engram && engram setup. Run it where your MCP client can launch the server, and check the README for any settings it asks for.

What does piia-engram connect to, and what does it need?

It reaches engram. The credentials we found in its source are ENGRAM_AUTH_TOKEN and ENGRAM_SECRET.

Which AI clients can use piia-engram?

Its own description mentions Claude Code, Cursor and Windsurf. That is a mention in its description, not a test we ran.

Is piia-engram official and is it maintained?

We found nothing naming it as a vendor’s official server. Its repository has 162 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-22.

What licence does piia-engram use?

The repository declares the AGPL-3.0 licence.

• Introduction to Model Context Protocol (Claude Academy)
• The Hugging Face MCP course
• Build an AI agent: a path with skills and MCP servers to practise on