Reddit Options Trader Rot MCP Server

Most developer tooling work still happens through a UI a human drives. Reddit Options Trader Rot MCP server moves it into the conversation instead. Simulates options trades with full position tracking, BSM mark-to-market, and portfolio metrics — no real capital required.

The short version

ROT is a full-stack financial intelligence platform that watches Reddit discussions and institutional RSS feeds in real time, passes every post through a 9-stage ML/NLP pipeline, scores its credibility with a gradient-boosting model, optionally augments reasoning with an LLM, and surfaces the result as a structured options trade idea -- complete with strike selection, expiry heuristics, max-loss calculation, and a full provenance audit trail. The web dashboard streams signals live via WebSocket, while the broker integration layer lets you route approved ideas directly to an Alpaca paper-trading account with one

Getting it running

Setup follows the usual MCP pattern — install or clone the server, register it in your client's configuration file, restart the client.

What it needs from you

Configuration is passed through the environment: ROT_REDDIT_CLIENT_ID, ROT_REDDIT_CLIENT_SECRET. Treat anything key-shaped as a real credential — scope it to the minimum the server needs, and rotate it if it ever lands in a shared config.

How it compares

This sits in the developer tooling group, where several servers overlap in what they claim to do but differ sharply once you actually set them up. It is maintained by mattbusel; worth a glance at recent repository activity before you build anything load-bearing on it.

We check each listing at SyncDev against the project's documentation before it goes live — if something here drifts out of date, it is a bug worth reporting.

Things to watch

• It runs with your machine's permissions. That is convenient and also the reason to think about what you point it at before you approve a tool call.
• Missing credentials fail quietly in some clients — if no tools show up, check the environment block first.
• Keep per-call confirmation enabled while you learn its behaviour; it is the cheapest safeguard you have.