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8 clients · secrets stay placeholders

JSON (mcpServers)Claude CodeCodexOpenCodeCursorVS CodeGemini CLIGoose

{
  "mcpServers": {
    "torneo": {
      "type": "http",
      "url": "https://torneo.ai/api/mcp"
    }
  }
}

claude mcp add --transport http torneo https://torneo.ai/api/mcp

[mcp_servers.torneo]
url = "https://torneo.ai/api/mcp"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "torneo": {
      "type": "remote",
      "url": "https://torneo.ai/api/mcp",
      "enabled": true
    }
  }
}

{
  "mcpServers": {
    "torneo": {
      "type": "http",
      "url": "https://torneo.ai/api/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=torneo&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vdG9ybmVvLmFpL2FwaS9tY3AifQ%3D%3D"
}

{
  "servers": {
    "torneo": {
      "type": "http",
      "url": "https://torneo.ai/api/mcp"
    }
  }
}

{
  "mcpServers": {
    "torneo": {
      "httpUrl": "https://torneo.ai/api/mcp"
    }
  }
}

extensions:
  "torneo":
    enabled: true
    name: "torneo"
    type: streamable_http
    uri: "https://torneo.ai/api/mcp"
    timeout: 300

Quality 67 / 100needs work

protocol88 · weight 25

pass
protocol.modernsupports 2026-07-28 (server/discover)
pass
protocol.statelessanswers without a session
pass
protocol.transportstreamable HTTP
warn
protocol.list_ttltools/list declares ttlMs 0, so clients re-fetch it on every use

authorizationn/a · weight 15

n/a
auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
n/a
auth.secret_in_urlno templated URL

tool hygiene71 · weight 30

pass
tools.descriptionsevery tool has a description
pass
tools.description_lengthdescriptions are concise
pass
tools.schemasevery tool has an object input schema
fail
tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
fail
tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: get_results (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_need (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); explain_limits (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
pass
tools.token_costabout 1,578 tokens to load every tool
pass
tools.api_dumptools are not a one-to-one API dump

stability25 · weight 15

warn
stability.changes11 tool changes in 30 days
fail
stability.rug_pull4 tools kept their name but changed most of their description in 30 days; review before trusting them

dependenciesn/a · weight 15

n/a
deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

9 tools, about 1,578 tokens to load them all · tool set b547deb47c6f · tools last changed 2026-10-20 · checked 2026-10-20 11:40 UTC

Tool changes

2026-10-20decideadded
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.
2026-10-20get_needchangeddescription
before
Follow need-id in the durable published snapshot. Unknown means partial, not refused. State publication is asynchronous.
after · 52% of words in common
Follow need-id in current private-store state when configured, otherwise the published snapshot. Unknown or unavailable means partial, not refused.
2026-10-20get_auto_tournamentchangeddescription
before
Published snapshot of automatic attempts, including failures. No execution is triggered.
after · 53% of words in common
Automatic attempts, including failures: current private-store state when configured, otherwise a published snapshot. No execution is triggered.
2026-10-16get_needadded
Follow need-id in the durable published snapshot. Unknown means partial, not refused. State publication is asynchronous.
2026-10-16request_tournamentadded
Request a tournament using need.v1. Advisory only; never starts a run or spends. Follow the returned id with get_need.
2026-10-16submit_needadded
Log an advisory need.v1 request. Do not include personal or secret data. Returns need-id; persistence is partial until private ingestion and publication.
2026-10-16get_auto_tournamentadded
Published snapshot of automatic attempts, including failures. No execution is triggered.
2026-10-16explain_limitschangedtitle, description, input schemameaning changed
before
Returns what a category's (or run's) result can and cannot tell you: status and its meaning, fixture flag, freshness, expiry, explicit limits, conflicts, funding, published errata (each chained to the served result hash), the legal preflight verdict per tool including tools not run, and the answer rule every consumer must follow.
after · 20% of words in common
Limits, freshness, conflicts and answer rule of a category or run. Read before citing evidence.
2026-10-16get_runchangedtitle, description, input schemameaning changed
before
Returns the canonical result bundle of one run (schema result.v1): protocol lock hash, provenance, reproduce command, per-participant outcomes with intervals. A PRE-REGISTERED run, whose protocol is frozen and timestamped but which has not been executed, returns state PRE_REGISTERED with measured false, its lock and its frozen files, and no result: nothing has been measured yet.
after · 15% of words in common
Canonical result bundle or explicit PRE_REGISTERED state. Unknown cost is null / UNKNOWN.
2026-10-16get_resultschangedtitle, description, input schemameaning changed
before
Answers for one category with the canonical answer rule: never 'the best tool', only the best observed evidence for this task, this context, at this date, with intervals, costs, conflicts and limits. On a STALE, SUPERSEDED or INDETERMINATE result the answer is INSUFFICIENT_EVIDENCE and carries no rank. Identical to `torneo query <category>` on the CLI.
after · 33% of words in common
Canonical evidence for a category. Cite observed_at, uncertainty and limits; never the best tool. INSUFFICIENT_EVIDENCE is not a ranking.

Showing the latest 10. Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 94 / 100

provenance90

liveness100

freshness85

hygiene100

+repository +namespace-matches-repo +website +reachable +uptime-100% ~updated-47d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remote	auth	reachable	uptime 30d	p50	protocol	last ok
`https://torneo.ai/api/mcp` streamable-http	none	yes	100%	421 ms	2026-07-28	2026-10-20

Tools (9)

`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.
`explain_limits`	Limits, freshness, conflicts and answer rule of a category or run. Read before citing evidence.
`get_auto_tournament`	Automatic attempts, including failures: current private-store state when configured, otherwise a published snapshot. No execution is triggered.
`get_need`	Follow need-id in current private-store state when configured, otherwise the published snapshot. Unknown or unavailable means partial, not refused.
`get_results`	Canonical evidence for a category. Cite observed_at, uncertainty and limits; never the best tool. INSUFFICIENT_EVIDENCE is not a ranking.
`get_run`	Canonical result bundle or explicit PRE_REGISTERED state. Unknown cost is null / UNKNOWN.
`list_categories`	Discover categories with dated status and fixture flags. Fixtures are synthetic, never real evidence.
`request_tournament`	Request a tournament using need.v1. Advisory only; never starts a run or spends. Follow the returned id with get_need.
`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.

Schemas: list_tools.

Similar MCP servers

Official server.json

{
  "name": "io.github.devlollc/torneo",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-07-09/server.schema.json",
  "remotes": [
    {
      "url": "https://torneo.ai/api/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "0.1.1",
  "repository": {
    "url": "https://github.com/devlollc/gladiator",
    "source": "github"
  },
  "websiteUrl": "https://torneo.ai",
  "description": "Observatory operated and funded by devlo: real tools on frozen tasks; intervals, cost, limits."
}