
MCP
Best Codebase Memory Alternative for AI Coding Agent Memory
Explore the best Codebase Memory alternative for teams that need more than local code graph search. Harmony MCP adds persistent memory, token control, adaptive expansion, and model-ready context for AI coding agents.

Paul Dhaliwal
Updated Jul 2, 2026·15 min