AI Agents
MemoryOS
A memory operating system for long-term, personalized AI agents.
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View guide →// agents · Asymptote-Labs/agent-beacon
agent-beacon
agent-beacon is an open-source ai agents project by Asymptote-Labs (Asymptote-Labs/agent-beacon on GitHub). It has 1,761 GitHub stars and 156 forks, is released under the MIT license, and was last updated on GitHub on 3 October 2026.
Self-improving memory layer that works across AI agent harnesses.
💎 Hidden gem★ 1.8k stars⑂ 156 forksMITupdated 2026-10
▦ visual — this project's README ships no embeddable screenshot,
so here's a placeholder. The guide below is complete regardless.
so here's a placeholder. The guide below is complete regardless.
// project facts
Project facts
- Repository
- Asymptote-Labs/agent-beacon
- GitHub stars
- 1,761
- Forks
- 156
- License
- MIT
- Last updated on GitHub
- 3 October 2026
- Category
- AI Agents
- Listing
- Hidden gem — a shorter page for a lesser-known project
- Official site
- Official site
// how it works
How it works
- Clone the repository
Download the source and enter the folder.
- Build the beacon
Compile the Go service.
- Connect your harness
Point Claude Code, Codex, or Cursor at it.
- Let memory accumulate
Agents store and recall learnings across sessions.
// features
Why people love it
Cross-harness memory
One memory layer for Claude Code, Codex, Cursor, and more.
Self-improving
Memory quality grows as agents use it.
Agent security
Detection engineering for agent tooling.
Browser extension
Capture context from the browser too.
CI integration
Memory-aware checks in your pipelines.
Go service
Fast backend for memory operations.
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// run it
Run it yourself
- Step 1 — Clone the repo
Download the source and move into the project folder.
git clone https://github.com/Asymptote-Labs/agent-beacon.git cd agent-beacon - Step 2 — Build the service
Compile the Go binary.
go build ./... - Step 3 — Start the beacon
Launch the memory service.
./agent-beacon
// use cases
What you can build
- Share learnings between Claude Code and Codex sessions.
- Give agents persistent memory across restarts.
- Detect anomalous agent behavior in CI.
- Build a team-wide agent knowledge layer.
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// faq
Questions, answered
Who maintains agent-beacon?
It is an open-source project at Asymptote-Labs/agent-beacon with 156 forks.
Is it free for commercial use?
Yes. It is MIT licensed.
Which harnesses are supported?
Claude Code, Codex, Cursor, and other agent harnesses via its integrations.
What does self-improving mean here?
The memory layer refines what it stores as it observes more agent activity.
Is there a cloud component?
The project lists cloud support alongside self-hosting — check the README.
// keep exploring
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View guide →// alternatives
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The most-starred other AI Agents projects in the LibreAI catalogue — the realistic shortlist if agent-beacon is not the right fit.
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// more in agents
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Get agent-beacon
Free and open — grab the source, star the repo, and start creating.