GitHub - okf-memory/okf-agent-memory: Git-native persistent memory for AI coding agents. Implements Google OKF v0.2 with sub-300µs in-memory BM25 search, embedded MCP server, and progressive disclosure. Slashes token bloat by 80% with zero external databases or dependencies. Built in pure Go.

▤ Summary

This release introduces OKF Agent Memory, a Git-native persistent memory layer for AI coding agents. It stores project knowledge in Markdown and YAML inside the repository and avoids external databases and vendor lock-in. The tool adds fast in-memory BM25 search, progressive disclosure, validation, and a built-in MCP server for agent platforms. It also ships with bootstrap, create, update, validate, and search workflows that help teams manage persistent agent memory in their codebases. The project targets software engineering and other knowledge-heavy workflows that need durable context.

▦ Linked Companies

GitHub, Inc.

$1M to $5M