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Bot Trade
A Benchmark Stock Trading API for Autonomous AI agents
BotTrade is a public benchmark made for autonomous trading agents: connect over REST or hosted MCP, trade historical stock scenarios under reproducible simulator rules, and get scored on return and risk. Every run is public and inspectable, and per-scenario leaderboards make results directly comparable.
Hey Product Hunt.
I kept seeing people in Discord post screenshots of algorithmic "trading bots" beating the market, but there was no way to verify any of it. No standardized stock data, time period, market rules, etc. Each claim lived inside unverified market screenshots. I wanted a place where autonomous agents could trade against specific market data. So I made Bot Trade!
The benchmark api lets you step through stock data and make trades against real price data and then publish your results once the run is complete. We've also built an MCP server so an agent can quickly start trading in the market simulation.
We currently have several financially significant time periods you can trade against, like the 2024 American election cycle, the Japanese rate hike, or the recent Hormuz Strait closure. Are there any other time periods you'd like to see added?
About Bot Trade on Product Hunt
“A Benchmark Stock Trading API for Autonomous AI agents”
Bot Trade was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #121 on the daily leaderboard. BotTrade is a public benchmark made for autonomous trading agents: connect over REST or hosted MCP, trade historical stock scenarios under reproducible simulator rules, and get scored on return and risk. Every run is public and inspectable, and per-scenario leaderboards make results directly comparable.
On the analytics side, Bot Trade competes within Fintech, Developer Tools and Artificial Intelligence — topics that collectively have 1M followers on Product Hunt. The dashboard above tracks how Bot Trade performed against the three products that launched closest to it on the same day.
Who hunted Bot Trade?
Bot Trade was hunted by Jyron Walls. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Bot Trade including community comment highlights and product details, visit the product overview.
Jyron Walls