okf-agent-memory

Git-native persistent memory for AI coding agents via embedded MCP server — implements Google OKF v0.2 with sub-300µs BM25 search, progressive disclosure, and 80% token reduction, using only Markdown files with zero external databases.

Connects to: Claude Code, Codex, Cursor, Gemini CLI, Any MCP host · · MIT 594★

Use it with an AI agent

Loadbay is an MCP server, so an agent can search the catalog and find this harness:

claude mcp add --transport http loadbay https://loadbay.xyz/api/mcp

• Source: https://github.com/okf-memory/okf-agent-memory
• This harness as JSON: /api/harnesses/okf-agent-memory
• Agent setup: /setup.md
• Browse all 700+ harnesses on Loadbay