okf-agent-memory
Git-native memory for AI coding agents. 80% fewer tokens, zero databases.
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okf-agent-memory provides persistent memory infrastructure for AI coding agents using Git as the storage layer. It implements Google OKF v0.2 specification with sub-300µs in-memory BM25 search and an embedded MCP server, enabling efficient context retrieval without external dependencies.
Built entirely in pure Go, it reduces token consumption by 80% through progressive disclosure and intelligent memory management. The system operates as a standalone tool compatible with any AI agent architecture, eliminating database overhead while maintaining Git-native version control and auditability.
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