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io.github.SnipMCP/thinchain

Official

by SnipMCP · Python

MCP server that sanitizes bad broker data and compresses options chains 95% for AI trading agents.

This MCP server sanitizes bad broker data and compresses options chains by up to 95% for AI trading agents. It is positioned as a “catalytic converter” between raw broker feeds and agent consumption, with sanitization logic drawn from a production options trading application.

🛠️ Key Features

  • Sanitizes bad broker data
  • Compresses options chains by 95% for AI trading agents
  • Extracted sanitization logic from a production options trading app
  • Handles “every bad tick” from Tradier reported in production

🚀 Use Cases

  • Feeding cleaner broker data to AI trading agents
  • Reducing options-chain payload size for agent workflows
  • Interfacing with Tradier data streams that may contain problematic ticks

⚡ Developer Benefits

  • Local MCP server operation with your own API keys (per excerpt)
  • Developer-facing integration via MCP
  • Improved options-chain handling through sanitization and compression

⚠️ Limitations

  • Source text provided is truncated (“The Problem” section is cut off), so details beyond these behaviors are not available.

Topics

ai-agentsfintechmcpoptions-tradingpython