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This release adds 2 notable features for engineering teams evaluating rollout.

Published 3mo MCP Developer Tools
✓ No known CVEs patched
Read the diff → Tool health → What is this tool? →

✓ No known CVEs patched in this version

Topics

agent-ready-json ai-agents backtesting cli-first edge-detection kalshi
+14 more
kalshi-api kalshi-trading-bot market-making mcp polymarket polymarket-api polymarket-trading-bot prediction-market-trading-bot prediction-markets sf-cli simplefunctions thesis-engine trading-bot trading-cli

Summary

AI summary

Added Stdio MCP server integration and 55+ CLI commands for prediction market data.

Full changelog

What's New

MCP Server

  • Stdio MCP server with 8+ tools for prediction market data
  • Works with Claude Desktop, Cursor, VS Code Copilot
  • Connect via: claude mcp add simplefunctions --url https://simplefunctions.dev/api/mcp/mcp

55+ CLI Commands

  • World state, edges, orderbook, scan, contagion, calibration
  • Interactive agent mode with natural language + tool calling
  • Full Kalshi + Polymarket coverage (30,000+ markets)

Glama Integration

  • Server inspection config in glama.json
  • Score badge in README

Full docs: https://simplefunctions.dev/docs

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About spfunctions/simplefunctions-cli

Calibrated world model for AI agents from 9,700+ prediction markets. 16 MCP tools covering real-time world state, market search, thesis management, edge detection, and content enrichment across Kalshi and Polymarket. `get_world_state` returns ~800 tokens of calibrated probabilities — no API key needed.

All releases →

Beta — feedback welcome: [email protected]