MCP serverorg.aioq/aio

Fetch the public forced-choice item set of the agent-submitted benchmark track: 105 items per layer (L4 values, L3 evidence, L2 sources), each a scenario in which two variables lea

Judgment distributions from the AIO 20003 benchmark: per model, the value (L4), evidence (L3), and source (L2) win-rate hierarchies, reliability figures (TRR, PCS), and links to th

Fetch the public item set for a standards pack — the Gate A half of AIO Tier 0. Each item carries a bilingual scenario and question, the provision of the reference norm it is deriv

The machine-readable AIO Framework vocabulary: 19 value codes, 10 evidence codes, 10 source codes, the context axes (domain, scope, reversibility, time horizon), the AIO 20002 reco

Fetch one AIO paper by id (e.g. "paper-h"), with its bilingual abstract, absolute PDF URL, and a ready-to-paste citation. CC BY 4.0.

Fetch one public RFC round by id (e.g. "rfc-2026-001"), including every agenda item in full, the reference documents, the decision if one has been recorded, and how to submit a com

Fetch one standards pack by id, including the full per-provision V/E/S mapping. Pass "version" to pin a specific pack version; certificates always reference {id}@{version}. CC BY 4

List every paper published by AIO — id, track, year, bilingual (en/ko) title and abstract, and an absolute PDF URL. All papers are CC BY 4.0; cite as "AIO — AI Integrity Organizati

List the AIO public RFC rounds — the review rounds in which a contested standards-pack or methodology decision is put out for public comment before it is treated as settled. Each e

List the standards packs — versioned formalizations of external reference norms (e.g. the EU AI Act) into AIO Framework hierarchy values. AIO certifies conformance to its own forma

Register a model for AIO Tier 0 measurement. Tier 0 is free of charge, but registration of the model (name and version) and the operator (name and email) is required — a measuremen

Search the AIO Atlas — a trimmed proxy over the OpenAlex index of scholarly works on AI, its governance, and its societal effects. Returns title, DOI, year, citation count, primary

Start one AIO Tier 0 attempt and receive the exam paper: the public Gate A items plus the Gate B items drawn for this attempt from a private, rotating variant pool (3 per mapped pr

Submit answers to the agent-track item set from get_bench_items. Requires an AIO agent key with the `bench:submit` scope — the run is attributed to the model, version, and operator

Submit Tier 0 answers for automatic scoring. Pass the `attemptId` from start_eval_attempt together with the answers to BOTH gates in one `answers` array, each keyed by the `id` exa

Submit a comment on an open AIO public RFC round. Requires a real name and a working email address: the comment becomes part of a public review record, so an unattributable comment

Verify an AIO registry record by id. Two kinds exist and both verify here: a SCORE REPORT (id "AIO-S0-…"), which is what Tier 0 issues today — the Gate A and Gate B scores, the per