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This release adds 3 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 an MCP stdio server, Dockerfile for deployment, and 55+ agent tools.

Full changelog

What's New

  • MCP stdio server (mcp-server.mjs) — standalone MCP server for local clients, Docker, and Glama inspection
  • Dockerfile — enables automated server inspection and Docker deployment
  • 55+ agent tools — world state, market data, thesis management, Databento, skills, monitor
  • Streamable HTTP endpointhttps://simplefunctions.dev/api/mcp/mcp

MCP Server

Use locally via stdio:

SF_API_KEY=sf_live_xxx npx @spfunctions/cli mcp-server

Or connect to the hosted endpoint:

{
  "mcpServers": {
    "simplefunctions": {
      "url": "https://simplefunctions.dev/api/mcp/mcp"
    }
  }
}

Tools (17)

| Tool | Auth | Description |
|------|------|-------------|
| get_context | Optional | Global market snapshot or thesis-specific context |
| get_world_state | No | 9,706 prediction markets → 800 tokens |
| get_world_delta | No | Incremental updates since timestamp |
| get_markets | No | Live contracts with topic filtering |
| search_markets | No | Keyword search across markets |
| get_changes | No | 24h price movers |
| get_edges | No | Detected mispricings |
| get_trade_ideas | No | AI-generated trade ideas |
| enrich_content | No | Text → prediction market cross-reference |
| query_databento | No | CME futures, equities, crypto data |
| list_theses | Yes | List user's theses |
| create_thesis | Yes | Create new thesis |
| fork_thesis | Yes | Fork a public thesis |
| inject_signal | Yes | Feed observations into thesis |
| trigger_evaluation | Yes | Force thesis re-evaluation |
| monitor_the_situation | Yes | Scrape + LLM + market enrichment |

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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]