MCP Servers

Engram

Searchable persistent memory for coding agents using a local database.

What it does

Stores project observations and session context in SQLite and makes them available through MCP and agent-specific integrations.

Recover previous decisions and hand off work between sessions with less repeated explanation.

GitHub Trending reported 828 stars gained over 30 days.

Source snapshot: 2026-10-25. This is a 30-day signal, not a 90-day ranking.

Install the latest stable release using the official platform instructions. On Homebrew: brew install gentleman-programming/tap/engram.
Run engram setup claude-code or engram setup codex for your host.
Restart the assistant and test saving and recalling one practice observation.

Local search for code, documents, logs, and agent context.

Persistent memory with tools for retaining, recalling, and reflecting on knowledge.

Reduce tool-output context overhead with search, sandbox tools, and session memory.