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Market Data MCP Server

by pishnuke

market-data-mcp

Market & Options Data MCP ("market-data") — FastAPI server

A deployable, minimal, vendor-pluggable service that exposes endpoints used by an LLM or any client to fetch OHLCV, option chains, Greeks, basic corporate events, and to assemble a training dataset with alignment/caching. Uses yfinance as a default provider so it runs out-of-the-box; swap in Polygon/IEX/etc by implementing the DataProvider interface below.

Run locally: pip install -r requirements.txt uvicorn main:app --host 0.0.0.0 --port 8000

Docker:

docker build -t market-data-mcp:latest . docker run -p 8000:8000 --name market-data-mcp market-data-mcp:latest

Example curl:

curl "http://localhost:8000/get_ohlcv?symbol=AAPL&timeframe=1d&start=2024-01-01&end=2024-06-30" curl -X POST http://localhost:8000/make_dataset -H 'Content-Type: application/json' -d '{ "symbols":["AAPL","NVDA"], "features":["ohlcv(1d,120d)","rv_park(5d)","ret_1d","iv30"], "horizon":"1d","window":"180d","align":"market_close" }'

Notes

  • Image will publish to ghcr.io/pishnuke/market-data-mcp:edge on master, plus a sha-<short> tag, and to ghcr.io/pishnuke/market-data-mcp:<tag> when you push a Git tag like v0.1.0.

  • Ensure your repo is public or that consumers have permission to pull from GHCR. For private repos, consumers need a token.

  • The GHCR repository name is lowercase; if your GitHub org/repo has uppercase, GHCR normalizes it.

Point your MCP client at mcp.json (or the running URL) and call tools like /get_ohlcv.

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security - not tested
F
license - not found
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quality - not tested

remote-capable server

The server can be hosted and run remotely because it primarily relies on remote services or has no dependency on the local environment.

Enables fetching market and options data including OHLCV prices, option chains, Greeks, and corporate events through a pluggable FastAPI service. Supports creating aligned training datasets for financial analysis and uses yfinance by default with support for custom data providers.

  1. Notes

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