# Awesome Manifold 😎

A list of community-created projects built on, or related to, Manifold Markets.

## Data

- [Manifold Market Stats](https://wasabipesto.com/jupyter/manifold/)

## Sites using Manifold

- [WagerWith.me](https://www.wagerwith.me/) — Bet with your friends, with full Manifold integration to bet with M$.
- [Alignment Markets](https://alignmentmarkets.com/) - Bet on the progress of benchmarks in ML safety!

## API / Dev

- [PyManifold](https://github.com/bcongdon/PyManifold) - Python client for the Manifold API
  - [PyManifold fork](https://github.com/gappleto97/PyManifold/) - Fork maintained by [@LivInTheLookingGlass](https://manifold.markets/LivInTheLookingGlass)
- [manifold-markets-python](https://github.com/vluzko/manifold-markets-python) - Python tools for working with Manifold Markets (including various accuracy metrics)
- [ManifoldMarketManager](https://github.com/gappleto97/ManifoldMarketManager) - Python script and library to automatically manage markets
- [manifeed](https://github.com/joy-void-joy/manifeed) - Tool that creates an RSS feed for new Manifold markets
- [manifold-sdk](https://github.com/keriwarr/manifold-sdk) - TypeScript/JavaScript client for the Manifold API

## Bots

- [@manifold@botsin.space](https://botsin.space/@manifold) - Posts new Manifold markets to Mastodon
- [James' Bot](https://github.com/manifoldmarkets/market-maker) — Simple trading bot that makes markets
- [mana](https://github.com/AnnikaCodes/mana) - A Discord bot for Manifold by [@arae](https://manifold.markets/arae)

## Writeups

- [Information Markets, Decision Markets, Attention Markets, Action Markets](https://astralcodexten.substack.com/p/information-markets-decision-markets) by Scott Alexander
- [Mismatched Monetary Motivation in Manifold Markets](https://kevin.zielnicki.com/2022/02/17/manifold/) by Kevin Zielnicki
- [Introducing the Salem/CSPI Forecasting Tournament](https://www.cspicenter.com/p/introducing-the-salemcspi-forecasting) by Richard Hanania
- [What I learned about running a betting market game night contest](https://shakeddown.wordpress.com/2022/08/04/what-i-learned-about-running-a-betting-market-game-night-contest/) by shakeddown
- [Free-riding on prediction markets](https://pedunculate.substack.com/p/free-riding-on-prediction-markets) by John Roxton

## Art

- Folded origami and doodles by [@hamnox](https://manifold.markets/hamnox) ![](https://i.imgur.com/nVGY4pL.png)
- Laser-cut Foldy by [@wasabipesto](https://manifold.markets/wasabipesto) ![](https://i.imgur.com/g9S6v3P.jpg)

## Alumni

_These projects are no longer active, but were really really cool!_

- [Research.Bet](https://research.bet/) - Prediction market for scientific papers, using Manifold
- [CivicDashboard](https://civicdash.org/dashboard) - Uses Manifold to for tracked solutions for the SF city government