io.github.devlollc/torneo

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

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

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "torneo": {
      "url": "https://torneo.ai/api/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (9)

• list_categories

  Discover categories with dated status and fixture flags. Fixtures are synthetic, never real evidence.

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world 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.

  Parameters:

  • category (required) — string

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_run

  Canonical result bundle or explicit PRE_REGISTERED state. Unknown cost is null / UNKNOWN.

  Parameters:

  • run_id (required) — string

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• explain_limits

  Limits, freshness, conflicts and answer rule of a category or run. Read before citing evidence.

  Parameters:

  • run_id — string
  • category — string

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• get_auto_tournament

  Automatic attempts, including failures: current private-store state when configured, otherwise a published snapshot. No execution is triggered.

  Parameters:

  • category (required) — string
  • run_id — string

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world 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.

  Parameters:

  • need (required) — object

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world 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.

  Parameters:

  • need (required) — object

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world 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.

  Parameters:

  • need_id (required) — string

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

• 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.

  Parameters:

  • category (required) — string
  • as_of — string
  • constraints — object
  • max_age_days — integer

  Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

Publisher website Repository

Measured by MCPYP probing. Untested fields are omitted, never estimated. Listing is always free; MCPYP never proxies calls or stores user tokens.