Beacon review

Memory and session history for coding agents

ToolSift score6.5/10

Why 6.5/10: A real, actively developed MIT-licensed project from a funded company that solves a genuine problem (lessons lost between Claude Code, Cursor, Codex and other agents), with a review-gated local memory loop. Points off because the interactive installer preselects Beacon Cloud, where research and AI training on your sessions is on unless you opt out and de-identified data may be sold or licensed; the cloud path also uploads your last 30 days of agent sessions; several memory features sit in the $20/month Pro plan; and it is new, with little independent evidence yet that the learned skills make agents better. We read the code and docs but did not run it.

By ToolSift editorial. Last checked . Prices change often; "check site" means verify with the vendor.

Our verdict

Beacon, from New York start-up Asymptote Labs, captures the full history of your coding-agent sessions (prompts, responses, tool calls, commands, edits and token use) across Claude Code, Cursor, Codex, OpenCode, Cline and, it says, 20+ other harnesses, in one normalised format. On top of that it runs a memory loop: you pick traces, an evaluator or you draft a lesson, you approve it, and future agents can retrieve it over MCP or as an installed Agent Skill. The docs say this loop is deliberately review-gated and nothing is written to memory without your approval. The core is MIT-licensed on GitHub and can run fully locally, with nothing leaving your machine. The catch is the default: the interactive setup preselects Beacon Cloud (labelled 'recommended'), and on Cloud your sessions are used for research and AI training unless you opt out. Pick 'Local only' unless you have read the privacy policy and are allowed to share the code and data your agents touch.

✅ Pick it if
You switch between several coding agents and keep re-explaining the same fixes and repo conventions, and you are happy to run it locally (or have read and accepted Beacon Cloud's terms).
⛔ Skip it if
Your sessions contain client or employer code you are not allowed to send to a third party and you might click through the installer defaults, or you only use one agent that already has good built-in memory.

Pricing: As of 21 Oct 2026, per beacon.sh/pricing: Open Source (self-hosted, MIT) $0, no account and 'nothing leaves your machine'. Beacon Cloud $0 (hosted timeline, 50 findings, session search over MCP). Beacon Cloud Pro $20/month billed annually (unlimited findings, agent memories and skills from your sessions over MCP). Enterprise custom. Check site.

Visit Beacon

Who runs it

Asymptote Labs, Inc., 36 Cooper Square, New York (per its privacy policy), co-founded by Justin D'Souza and Shukan Shah, formerly engineers at Doppel. It announced a $5.5M seed round led by Tower Research Ventures on 20 Oct 2026, with Lytical Ventures, 1984 Ventures and South Park Commons. The GitHub repo was created in May 2026. Editorial review, not a submission. Not sponsored.

What to watch

Sources

Editorial pick. Not sponsored. No affiliate links. This is ToolSift's editorial opinion and prices change, so check the vendor's site.

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