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@spfunctions

Simple Functions

Prediction Market Context Flow, Execution & World State
README.md

SimpleFunctions

Context flow for prediction markets — from perception to judgment to execution.

Real-time probabilities from 9,706 prediction markets (Kalshi + Polymarket). 38 MCP tools, 43 CLI commands, REST API. Thesis management, edge detection, what-if scenarios, automated trading strategies, and 24/7 monitoring.

Get started

# CLI — 43 commands, no auth needed to explore
npm i -g @spfunctions/cli && sf agent

# MCP — one command for Claude Code / Cursor
claude mcp add simplefunctions --url https://simplefunctions.dev/api/mcp/mcp

# REST — instant data, no auth
curl https://simplefunctions.dev/api/agent/world

Repositories

Repo What it is
simplefunctions-cli CLI + MCP server. 43 commands, interactive agent, Telegram bot.
awesome-prediction-markets Curated list of prediction market APIs, tools, datasets for developers.
causal-tree-decomposition Standalone probability engine. Thesis → weighted confidence.
prediction-market-mcp-example Minimal MCP server (~50 lines) for learning.
prediction-market-context Fetch structured market context for any LLM.
kalshi-price-monitor Terminal price alert monitor.

Links

Website · Docs · Agent Guide · Blog · X/Twitter

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