agentmemory is a free, MIT-licensed MCP server that fixes this. It stores your project knowledge locally and auto-injects roughly 2,000 characters of context into the first turn of every new session — so Claude Code picks up exactly where you left off.
Step 1: Install agentmemory from the repo
Clone or install the package from github.com/rohitg00/agentmemory. Follow the repo's README for the exact install command for your environment. The server runs locally — no cloud account required.
Step 2: Register it as an MCP server in Claude Code
In your Claude Code MCP settings, add agentmemory as a local MCP server entry. Point it to the agentmemory binary or start script. Once registered, Claude Code will be able to call its memory tools on demand.
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