Sparknotes for your agents. Try for free

AgentNotes launched a new SDK that lets developers add plain-English summaries of AI agent activity to any stack with a single package install. The tool works across Python, Node.js, and OpenClaw environments, sending hourly or daily rollups to a dashboard and email without requiring ML infrastructure. The company offers a 7-day free trial on all plans to help teams understand what their bots are doing.

Plain-English summariesyour CEO can read Install one package, set three env vars, and your agents send SparkNotes to a dashboard you actually understand — Python bots, Node services, or OpenClaw on Telegram and Slack. Three installs — same env vars One product. Three installs. Pick the package for your stack. Add the same env vars. The SDK handles the rest. Python LangChain, CrewAI, Railway, any Python bot pip install aiagentnotes npm Node, Express, Railway, cron, any JavaScript bot npm install aiagentnotes ClawHub OpenClaw — Telegram, Slack, gateway bots clawhub install agentnotes or npx aiagentnotes install Everything you need to understand your agents One snippet. Full visibility. Zero ML infrastructure. Two steps. Any stack. - 1 Set env vars API key, agent slug, and your AgentNotes URL — same for Python, npm, and ClawHub. - 2 Install your package pip install aiagentnotes · npm install aiagentnotes · clawhub install agentnotes - 3 Read SparkNotes Hourly or daily rollups in the dashboard and email — plain English. AGENTNOTES API KEY=an ... AGENTNOTES AGENT ID=my-bot AGENTNOTES BASE URL=https://www.aiagentnotes.com python from aiagentnotes import AgentNotes notes = AgentNotes.from env notes.log "job done", data={"ok": True} notes.complete run {"summary": "What happened"} Loved by agent builders Testimonials from early users — replace with real quotes after launch. Simple pricing 7-day free trial on every plan. Card required at checkout — cancel anytime before you're charged.