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.
Star History
Momentum
+18
STARS · LAST 30 DAYS
1
PER DAY
#328
MOST-STARRED Go
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +18 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
okf-agent-memory gained 18 stars in the last 30 days, about 1 a day, and now has 732. It is about 1 year old and has averaged roughly 732 stars a year. It ranks #328 among Go repositories and #3,062 across all languages on GitHubRepo.
Trending Record
6
DAYS ON TRENDING
#598
BEST RANK
Sep 23, 2026
FIRST APPEARANCE
Active
STATUS TODAY
okf-agent-memory has maintained a continuous presence across global trending indexes, peaking at #598. Below is the 30-day activity profile:
💡 Overview
okf-agent-memory is an open-source project written in Go: 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.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agent-memory, ai-agents, bm25. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Go for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ go install github.com/okf-memory/okf-agent-memory@latest⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Go >= 1.21 runtime environment
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
okf-agent-memory coordinates its core functionality through a modular Go pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with okf-agent-memory.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install okf-agent-memory using your package manager: `go install github.com/okf-memory/okf-agent-memory@latest`
Initialize your project workspace or configuration file for okf-agent-memory.
Import okf-agent-memory into your codebase or invoke it directly from your terminal.
Execute your test suite or run `okf-agent-memory --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Go, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
okf-memory/okf-agent-memory is currently ranked #3,062 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #3,056 | togatoga/karukan | Rust | ★ 735 | Compare ↗ |
| #3,056 | ashish0kumar/stormy | Go | ★ 735 | Compare ↗ |
| #3,056 | qiz029/dscode | JavaScript | ★ 735 | Compare ↗ |
| #3,060 | lynx-family/lynx-stack | TypeScript | ★ 734 | Compare ↗ |
| #3,061 | wfzyx/von | Python | ★ 733 | Compare ↗ |
| #3,062 | okf-memory/okf-agent-memory This Project | Go | ★ 732 | |
| #3,062 | threatexpert/gonc | Go | ★ 732 | Compare ↗ |
| #3,064 | gremo/nest-winston | TypeScript | ★ 731 | Compare ↗ |
| #3,064 | vinhnx/Clendar | Swift | ★ 731 | Compare ↗ |
| #3,066 | ARMSX2/ARMSX3 | C++ | ★ 730 | Compare ↗ |
| #3,067 | arkadiyt/bounty-targets | Ruby | ★ 729 | Compare ↗ |
Frequently Asked Questions
What does okf-agent-memory do? +
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.
What language is okf-agent-memory written in? +
The primary language is Go. Topics include: agent-memory, ai-agents, bm25, coding-agents, developer-tools.
Is okf-agent-memory actively maintained? +
Yes, the last recorded push was on Sep 27, 2026 with 3 open issues being tracked.
How many stars does okf-agent-memory have? +
okf-agent-memory has 732 stars and 55 forks on GitHub.
How does okf-agent-memory rank among GitHub repositories? +
With 732 stars, okf-memory/okf-agent-memory is ranked #3,062 globally across all repositories tracked on GitHubRepo and #328 among Go projects.
What license is okf-agent-memory distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
