Official MCP RegistryListed
io.github.devlollc/torneo
Observatory operated and funded by devlo: real tools on frozen tasks; intervals, cost, limits.
First seen 2 Oct 2026. Evidence as of 10 Nov 2026.
9
Tools
From an anonymous probe
1
Source listings
Each with its own history
21
Recorded changes
Since first seen
Tools
| Tool | Description | Behaviour |
|---|---|---|
| decide | Read-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 attestation verdicts are as of the last build. | Not declared |
| explain_limits | Limits, freshness, conflicts and answer rule of a category or run. Read before citing evidence. | Not declared |
| get_auto_tournament | Automatic attempts, including failures: current private-store state when configured, otherwise a published snapshot. No execution is triggered. | Not declared |
| get_need | Follow need-id in current private-store state when configured, otherwise the published snapshot. Unknown or unavailable means partial, not refused. | Not declared |
| get_results | Canonical evidence for a category. Cite observed_at, uncertainty and limits; never the best tool. INSUFFICIENT_EVIDENCE is not a ranking. | Not declared |
| get_run | Canonical result bundle or explicit PRE_REGISTERED state. Unknown cost is null / UNKNOWN. | Not declared |
| list_categories | Discover categories with dated status and fixture flags. Fixtures are synthetic, never real evidence. | Not declared |
| request_tournament | Request a tournament using need.v1. Advisory only; never starts a run or spends. Follow the returned id with get_need. | Not declared |
| submit_need | Log an advisory need.v1 request. Do not include personal or secret data. Returns need-id; persistence is partial until private ingestion and publication. | Not declared |
Change history
- get_need: description changed (+"current private-store state when configured, otherwise" +"or unavailable" -"durable")
- get_auto_tournament: description changed (+"Automatic" +"failures: current private-store state when configured, otherwise a published snapshot." -"Published snapshot of automatic")
- decide: tool added
- server instructions changed (+"is the" +"layer built for agents to consult before recommending an AI agent: replayable measurements per task class, with uncertainty, cost per resolved task, observation date and limits. Tell TORNEO what your user needs; it answers with the applicable evidence and what is missing. Never 'the best tool'. TORNEO evidence" +"name a single")
- submit_need: tool added
- request_tournament: tool added
- list_categories: title changed
- list_categories: input schema changed
- list_categories: description changed (+"Discover categories" +"dated" +"fixture flags. Fixtures")
- get_run: title changed
- get_run: input schema changed
- get_run: description changed (+"Canonical" +"or explicit PRE_REGISTERED state. Unknown cost" +"null / UNKNOWN.")
- get_results: title changed
- get_results: input schema changed
- get_results: description changed (+"Canonical evidence" +"a category. Cite observed_at, uncertainty and limits;" +"tool. INSUFFICIENT_EVIDENCE is not")
- get_need: tool added
- get_auto_tournament: tool added
- explain_limits: title changed
- explain_limits: input schema changed
- explain_limits: description changed (+"Limits," +"conflicts" +"of a category or run. Read before citing evidence.")
- server instructions changed (+"evidence layer," +"LLC. Discover categories, request an advisory need, follow its id, and cite dated canonical" +"with")
| Source | Listing | First seen | Last seen | Versions |
|---|---|---|---|---|
| Official MCP Registry | io.github.devlollc/torneo | 2 Oct 2026 | 10 Nov 2026 | 1 |