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.
⚡ Executive Summary & Quick Facts
Authoritative Sourceokf-agent-memory is 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..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), okf-memory/okf-agent-memory has accumulated 843 GitHub stars and 67 forks. It is written in Go, licensed under MIT, and ranks #9,487 globally. It is actively maintained with the latest commit recorded on Oct 28, 2026.”
| Repository | okf-memory/okf-agent-memory ↗ |
|---|---|
| Primary Category | agent memory |
| Language & Stack | Go |
| Software License | MIT |
| Community Traction | ★ 843 stars · ⑂ 67 forks · #9,487 globally |
| Maintenance | ● Active (Last commit: Oct 28, 2026) · 2 open issues |
| Target Audience | Developers and engineering teams building with Go, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 88/100 · Grade AYes, okf-agent-memory is actively maintained. Continuous telemetry recorded the last code commit on Oct 28, 2026 (15 days ago). Supported by 843 stars and 67 community forks, this repository holds a calculated health index of 88/100, reflecting regular maintenance (15 days ago) and healthy issue cadence.
Star History
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+97
STARS · LAST 30 DAYS
3
PER DAY
#1,088
MOST-STARRED Go
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +97 | +270 |
| Per day | 1 | 3 | 3 |
| Forks gained | +0 | +10 | +10 |
okf-agent-memory gained 97 stars in the last 30 days, about 3 a day, and now has 843. It is about 1 year old and has averaged roughly 843 stars a year. It ranks #1,088 among Go repositories and #9,487 across all languages on GitHubRepo.
Trending Record
45
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 #9,487 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #9,481 | themattharris/tmhOAuth | PHP | ★ 844 | Compare ↗ |
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| #9,487 | okf-memory/okf-agent-memory This Project | Go | ★ 843 | |
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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.
Is okf-agent-memory actively maintained in 2026? +
Yes, okf-agent-memory is actively maintained. The latest code push was recorded on Oct 28, 2026 (15 days ago). It holds a calculated Maintenance Health Score of 88/100 (A rating) with 843 stars and 2 open issues.
What language is okf-agent-memory written in? +
The primary language is Go. Topics include: agent-memory, ai-agents, bm25, coding-agents, developer-tools.
How many stars does okf-agent-memory have? +
okf-agent-memory has 843 stars and 67 forks on GitHub.
How does okf-agent-memory rank among GitHub repositories? +
With 843 stars, okf-memory/okf-agent-memory is ranked #9,487 globally across all repositories tracked on GitHubRepo and #1,088 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.
