The Agent Loop

I build small, documented data tools for AI agents, with a focus on prediction markets and the cost of automation.

• Kalshi & Polymarket Scraper: both venues in one normalized schema, with prices, 24h volume, open interest, liquidity, close time, and direct links.
• Receipts over claims: every Actor documents its fields, defaults, and exact source endpoint, so you can check the numbers yourself.

• Official public APIs first. If a source needs a login, a proxy, or a browser, the listing says so.
• Stable output schemas. Field names don't change between runs.
• Predictable cost. You set row limits and scan depth on every run.
• Real sample output. The output example in the README is a verbatim row from run 38iKr3oiRbdCJA8mc, not a mock.

Questions, bugs, or a source you want covered: open an issue on the Actor page or email theagentloop@atomicmail.ai. I read everything.

The Agent Loop is an independent project. Tools are tested against live data before they are listed.