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Beacon

Open-source, cross-harness session history and self-improving memory for coding agents

Beacon by Asymptote Labs is an MIT-licensed memory and telemetry layer for AI coding agents. It captures sessions from Claude Code, Cursor, Codex, OpenCode, Cline and 20+ other harnesses into one OpenTelemetry-based trace format, then turns reviewed workflows, corrections and debugging patterns into skills and MCP memory that any agent can reuse. Self-host the open-source stack for free, or use Beacon Cloud (free tier; Cloud Pro $20/month, or $15/month billed annually).

About Beacon

Beacon is an open-source layer that sits across your coding agents instead of inside one of them. Hooks, managed plugins and adapters capture full session history from Claude Code, Cursor, Codex, OpenCode, Cline and more than 20 other harnesses, normalize it into one OpenTelemetry-based event model and store it as durable local JSONL traces: prompts, responses, tool calls, commands, edits, approvals, MCP activity and token usage.

On top of that history, Beacon runs a review loop. It surfaces findings in three groups: security (for example a secret pasted into a prompt, a destructive command or a call to an unknown MCP server), skills (workflows you repeat that can become reusable Agent Skills) and behavior (retry loops, abandoned sessions or expensive models used for simple tasks). Knowledge you approve can be retrieved by future agents through MCP or Agent Skills, so a fix learned in one harness is available in another.

The open-source stack is MIT-licensed, needs no account and keeps data on your machine, with export to Elastic, S3 or any OpenTelemetry collector. Note that the interactive endpoint setup signs in through beacon.sh and preselects Beacon Cloud, with an explicit Local opt-out; choose Local if you do not want sessions sent to the hosted service. System, package, MDM and CI install paths are non-interactive and account-free.

Beacon Cloud adds a managed timeline across agents and machines, token-spend views and hosted findings: the free tier includes 50 findings, Cloud Pro ($20/month billed annually) makes them unlimited and adds agent memories and full MCP access, and Enterprise adds approval rules for risky actions, fleet rollout through Jamf, Intune or Fleet, SSO and audit logs. Asymptote Labs announced a $5.5M seed round alongside the October 2026 launch.

Pricing & Platform Specs

Pricing Summary

The open-source Beacon stack is free (MIT) and runs locally without an account. Beacon Cloud has a free tier with one timeline for every agent and machine, a token-spend view and 50 findings. Cloud Pro costs $20/month, or $15/month billed annually (the pricing page says this saves 25%), and adds unlimited findings, full MCP access, agent memories and skills pulled from sessions. Enterprise is custom-priced and adds fleet rollout, SSO/RBAC, audit logs and your own bucket.

full pricing breakdown →

Supported Platforms

CLI and local collector for macOS, Linux and Windows (Homebrew, .deb/.rpm, archives, signed macOS .pkg for MDM); hosted dashboard at beacon.sh; integrates with Claude Code, Cursor, Codex, OpenCode, Cline and 20+ harnesses via hooks, plugins and MCP

Explore categories, tags & use cases

Shared, git-backed long-term memory and handoffs for AI coding agents

Open-source (MIT) long-term memory server for AI coding agents by Fabio Akita. Lifecycle hooks capture sessions from Claude Code, Codex, Cursor, Gemini CLI, OpenCode and many other coding agents into a git-backed markdown wiki, so you can quit one agent mid-task and continue in another with a typed handoff. One self-hosted Rust binary; default features need no LLM API key and it has no telemetry.

Open Source

Side-by-Side Comparisons

ai-memory logo
ai-memory
vs
Beacon logo (Asymptote Labs)
Beacon

ai-memory vs Beacon: Self-Hosted Agent Memory or Cross-Harness Trace and Memory Layer?

ai-memory and Beacon both give AI coding agents a memory that outlives a single session and a single tool, and both are MIT-licensed. They start from different places. ai-memory, by Fabio Akita, keeps memory as a git-backed markdown wiki on a server you run and hands work explicitly from one agent to the next. Beacon, by Asymptote Labs, records full session traces from more than 20 harnesses and turns them into findings, skills and memory, with an optional paid cloud. This comparison is based on each project's README, website and pricing page, checked on October 21, 2026; we did not run our own tests.

ai-memoryBeacon

Community experience

Sources & verification

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Content verified

Verification dates are editorial checks. Routine CMS saves and automatic updatedAt timestamps do not advance them.

FAQ

What is Beacon?

Beacon by Asymptote Labs is an MIT-licensed memory and telemetry layer for AI coding agents. It captures sessions from Claude Code, Cursor, Codex, OpenCode, Cline and 20+ other harnesses into one OpenTelemetry-based trace format, then turns reviewed workflows, corrections and debugging patterns into skills and MCP memory that any agent can reuse. Self-host the open-source stack for free, or use Beacon Cloud (free tier; Cloud Pro $20/month, or $15/month billed annually).

Is Beacon free?

Beacon offers a free tier alongside paid plans. The open-source Beacon stack is free (MIT) and runs locally without an account. Beacon Cloud has a free tier with one timeline for every agent and machine, a token-spend view and 50 findings. Cloud Pro costs $20/month, or $15/month billed annually (the pricing page says this saves 25%), and adds unlimited findings, full MCP access, agent memories and skills pulled from sessions. Enterprise is custom-priced and adds fleet rollout, SSO/RBAC, audit logs and your own bucket.

Is Beacon open source?

Yes — Beacon is open source.

Is Beacon still maintained?

Yes — Beacon is active. Its listing was last verified on October 21, 2026.

What are the best Beacon alternatives?

The first editor-selected Beacon alternatives are ai-memory.