About
Prediction Market Use Cases is a directory of public examples of bots, AI agents and tools that people have built on Kalshi and Polymarket. Every entry links to its public source. Dates and GitHub stars come from the source and are shown with an “as of” date.
Entries are added after the source is checked. Submissions are reviewed by hand and never published automatically. Sponsors never influence which entries appear or what they say.
Nothing here is financial advice, and listing is not an endorsement. The one dataset statistic shown comes from the public Becker Kalshi dataset and is a whole-dataset count.
Editorial policy
- Inclusion: public, working bots, agents, tools or datasets for Kalshi or Polymarket with a linkable source. Spam, paid-signal sellers and unverifiable profit claims are left out.
- Verification: every source link is checked before it is added and re-checked regularly; GitHub stars and dates are read from GitHub and shown with an “as of” date.
- Independence: listing is free. Sponsors and paid featured placements are clearly labeled and never change which entries appear or what we write about them.
- Corrections: email the address below and the entry will be fixed or removed.
Maintained by the Prediction Market Use Cases editors. Last updated .
Contact: sternberg@mail.grokbot.com