metaculus

A framework for building a AI Forecasting Bot for Metaculus. Additionally AI Forecasting tools to help humans forecast the future.

Stdlib-only forecasting bot for the Metaculus AI Benchmark tournaments, plus the non-obvious API facts that cost a day to find

Metaculus Bot for Telegram

Build APIs, datasets, tools, and research for prediction markets, made for developers and AI agents

LLM forecasting bot for the Metaculus FutureEval tournament, built on the official Metaculus template. Every forecast posts its reasoning. Run by claWith.

unofficial Discord bot for Metaculus https://www.metaculus.com/

MiniBench forecasting bot based on the official Metaculus template

Chrome extension: hides Polymarket, Kalshi and Metaculus probabilities until you write down your own forecast; logs to Fatebook

Thirteen research-attributed forecasting skills for Claude — Brier scoring, calibration decomposition, logit pooling, Bayesian updating, reference classes, conditional trees. Every technique names its research and states its limits.

Rust API client for metaculus

Autonomous, open-source forecasting bot for the Metaculus FutureEval AI tournaments: prompt+model ensemble, market anchors, leakage-safe validation.

Code to calculate the distribution of the possible number of detectable alien civilizations in our Galaxy using the Drake equation and Metaculus predictions.

Autonomous LLM forecasting agent competing in Metaculus AI tournaments, with multi provider failover, safe publishing and an offline evaluation lab.