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beacon.sh

Beacon captures sessions across AI coding agents and turns useful corrections and workflows into reusable knowledge. Developers can carry learnings between tools such as Claude Code, Cursor, and Codex.

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Who it's for

  • Developers using Claude Code, Cursor, Codex, or OpenCode who want coding-session learnings to carry between agents.
  • Coding teams that switch among multiple agent harnesses and want to reuse debugging patterns and corrections.
  • Developers who want an open-source memory layer for their AI coding-agent sessions.

How it fits your workflow

Install the Beacon CLI and its endpoint. Beacon captures session history from supported coding-agent harnesses, including Claude Code, Cursor, Codex, and OpenCode.

Beacon identifies useful workflows, corrections, and debugging patterns from sessions and turns them into reusable skills that can carry across supported harnesses.

Pricing

Free: The page says it is free to get started and does not require a credit card. It also describes Beacon as open-source.

The vendor doesn't publish prices. Check with beacon.sh directly.

Prices checked on Nov 2, 2026 from the vendor's site. They can change; confirm before you buy.

Key features

Cross-harness session history
Captures coding-agent sessions across Claude Code, Cursor, Codex, OpenCode, and 20+ other harnesses, making past work available across tools.
Reusable skills from past sessions
Turns useful workflows, corrections, and debugging patterns from agent sessions into reusable skills.
Self-improving memory layer
Builds a shared knowledge layer from agent sessions so future sessions can benefit from previously learned patterns.
CLI installation
Provides a Beacon CLI installation command and an endpoint installation step. The page lists macOS, Windows, and Linux.

Works with

  • Claude Code
  • Cursor
  • Codex
  • OpenCode
  • Other coding-agent harnesses
  • Jev

Alternatives to consider

  • Atlaso

    Choose it if you want one persistent memory that automatically captures and recalls context across multiple AI tools.

  • DocuMemory

    Choose it if you want concise, searchable engineering memories from AI chat sessions, with MCP connections and hosted or self-hosted options.

  • Stele

    Choose it if you want a hosted shared project record of decisions, tasks, lessons, and risks for coding agents.

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Getting started

brew update && brew trust asymptote-labs/tap && brew tap asymptote-labs/tap && brew install beacon && beacon endpoint install
  1. Select the installation option for macOS, Windows, or Linux.
  2. On the listed Homebrew path, install Beacon and its endpoint using the command shown on the page.
  3. Sign up using the free option; the page says no credit card is required.