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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.

  • agent-memory
  • ai-agents
  • bm25
  • coding-agents
  • developer-tools
  • git-native
  • go
  • golang
  • knowledge-base
  • knowledge-graph
  • llm-memory
  • markdown
  • mcp
  • mcp-server
  • model-context-protocol
View on GitHub
Stars
827
Forks
66
+ today
+1
Created
1mo

Ranking data as of October 21, 2026 (UTC).

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827 stars
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Overview

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. It ranks #2450 on GitTiger, gaining +1 star on October 21, 2026 (UTC).

The project is written in Go and has 66 forks. It was created 1mo ago.

Installation
git clone https://github.com/okf-memory/okf-agent-memory.git
cd okf-agent-memory
# see README for setup