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torneo

Plan and run category tournaments

3793 ms

answered our call

State
Answered
Protocol
MCP 2025-06-18
Tools listed
9
Answered
3 of the last 3 calls

How to reach it

  • MCP, HTTPhttps://torneo.ai/api/mcp

What it can do

ToolWhat it says it does
decideRead-only decision.v1 for one category and a declared context: constraint applicability first, then EVIDENCE or ABSTAIN with a stable reason_code (answer_rule.v3). An abstention removes the verdict only; evidence, reservations and gaps stay. Never a rank on overlapping intervals. Replay and…
explain_limitsLimits, freshness, conflicts and answer rule of a category or run. Read before citing evidence.
get_auto_tournamentAutomatic attempts, including failures: current private-store state when configured, otherwise a published snapshot. No execution is triggered.
get_needFollow need-id in current private-store state when configured, otherwise the published snapshot. Unknown or unavailable means partial, not refused.
get_resultsCanonical evidence for a category. Cite observed_at, uncertainty and limits; never the best tool. INSUFFICIENT_EVIDENCE is not a ranking.
get_runCanonical result bundle or explicit PRE_REGISTERED state. Unknown cost is null / UNKNOWN.
list_categoriesDiscover categories with dated status and fixture flags. Fixtures are synthetic, never real evidence.
request_tournamentRequest a tournament using need.v1. Advisory only; never starts a run or spends. Follow the returned id with get_need.
submit_needLog an advisory need.v1 request. Do not include personal or secret data. Returns need-id; persistence is partial until private ingestion and publication.

In its maker's words

Observatory operated and funded by devlo: real tools on frozen tasks; intervals, cost, limits.

Website
torneo.ai
Source
github.com/devlollc/gladiator
Publisher
devlollc
Listed from
the official MCP Registry as io.github.devlollc/torneo
Version
0.1.1, updated 3 Sep 2026
Kinds of work
AI models and agent tools, Search and research, Documents and files

The domain it lives on

torneo.ai
registered 2 Sep 2026 (2 months ago), at Infomaniak Network SA, its name does not resolve now

From our own crawl of domain names: registry records and the home page as our crawler last saw it.

Every call we made

WhenWhat happenedTime
Answered3793 ms
Answered1676 ms
Answered1200 ms

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