torneo

MCP serverProductivity

Torneo gives your AI real-world tool combat results, so it can base tool recommendations on how tools actually performed instead of guessing. Each result includes estimates shown as intervals, plus cost, dates, and limits. Your AI can use this to compare options and pick the right tool for a task.

Available today. Use it from your connected AI after setup.

Add torneo and ask your AI to pull up combat results for the tools you are deciding between. Use the cost, dates, and limits on each result to narrow down the choice.

Then ask your AI: use torneo to list categories

What your AI can do with it

  • Look up real-world results from head-to-head tool tests
  • Get estimates with intervals instead of single numbers
  • Check the cost recorded for each tested tool
  • See the dates each test was run
  • Review the limits that applied to each result

Tools it offers (4)

What this server listed when ahel dialed its public endpoint in Sep 2026, with no key and no account of yours. The names are the server’s own.

  • list_categories
  • get_results
  • get_run
  • explain_limits
Advanced
Delivery
torneo MCP server → your ahel gateway (mcp.ahel.ai) → every connected AI client.
Catalog kind
mcp-server
Gateway key
io-github-devlollc-torneo
Source
github.com/devlollc/gladiator
Hosted endpoint
https://torneo.ai/api/mcp