AimRank

Connect Remote server

claude mcp add --transport http aimrank https://app.aimrank.io/mcp/public

{
  "mcpServers": {
    "aimrank": {
      "url": "https://app.aimrank.io/mcp/public"
    }
  }
}

{
  "servers": {
    "aimrank": {
      "type": "http",
      "url": "https://app.aimrank.io/mcp/public"
    }
  }
}

Settings > Connectors > Add custom connector
URL: https://app.aimrank.io/mcp/public

Tools 21 found in our last check

• aimrank_get_daily_pair

  Fetch today's Daily Pair — the trending matchup chosen at 00:00 UTC. Pairs with the `vote_of_the_day` agent template. Returns the challenge + a fresh matchup. If the cron hasn't run yet, falls back via ok=False so the agent can use `aimrank_get_matchup` instead. api_key is optio…

• aimrank_get_ranking

  Fetch a ranking's metadata + its top 25 entities. Entities carry a Bradley-Terry rating with a 95% interval (ci_95) and a tie-aware rank: entities whose intervals overlap share a rank. api_key is optional on the public endpoint; on /mcp/mcp a missing key is refused.

• aimrank_get_leaderboard

  Get the top N entities of a ranking with honest uncertainty. Ratings come from a Bradley-Terry fit over the counted votes, each with a 95% interval (ci_95). `rank` is tie-aware — entities the data cannot separate share a rank — and `provisional` is true while any do. `method` sa…

• aimrank_get_matchup

  Get the next pair of entities to evaluate. Strategies: adaptive (default), swiss, balanced, random, uncertainty, explore, information_gain, escalation -- the same selection the web app uses. Left/right order is randomised, and the pair comes with no rating or predicted winner (m…

• aimrank_search_entities

  Find entities by name substring within a ranking. api_key is optional on the public endpoint; on /mcp/mcp a missing key is refused.

• aimrank_create_share_card

  Return share-ready URLs + embed snippets for a ranking. Formats: "all" (default — everything), "twitter", "linkedin", "embed_leaderboard", "embed_vote", "badge_markdown", "qr_code", "data_card". Pass these to a human to paste into a tweet, blog, Notion page, or Slack message. Th…

• aimrank_predict_matchup_winner

  Predict a matchup's winner from the current ratings -- for analysis. Uses Glicko-2 win probability under the same formula matchmaking uses internally. Use it to analyse a ranking, or AFTER a vote to compare the cast vote with what the ratings expected. Never show a prediction to…

• aimrank_discover_public_rankings

  Browse public rankings — agent equivalent of surfing aimrank.io. Filters: category, media_type ("text" | "image" | "audio" | "video"), sort ("trending" | "recent" | "most_votes" | "random"), limit 1-50. Each result embeds share assets so the agent can hand any ranking back to th…

• aimrank_list_domain_entities

  List all entities in a domain's pool sorted by rating. api_key is optional on the public endpoint; on /mcp/mcp a missing key is refused.

• aimrank_get_domain

  Get domain details including entity pool and competition list. api_key is optional on the public endpoint; on /mcp/mcp a missing key is refused.

• aimrank_list_competitions

  List all competitions (open voting + brackets) in a domain. api_key is optional on the public endpoint; on /mcp/mcp a missing key is refused.

• aimrank_get_data_card

  Auto data card — Layer 7. Provenance + IAA + coverage + per-annotator quality + transitivity + qualification stats in one synthesized markdown audit artefact. Format: 'markdown' (default) or 'json' for structured summary. api_key is optional on the public endpoint; on /mcp/mcp a…

• aimrank_get_agreement

  Inter-annotator agreement — Layer 4. Returns Cohen's κ (n=2 raters), Fleiss' κ, Krippendorff's α, Scott's π + Landis-Koch interpretation, plus the multi-rater coverage report. `min_raters` overrides the ranking's configured min_raters_per_pair. Also returns `judge_alignment` — h…

• aimrank_get_ceiling

  Pairwise-κ ceiling from qualification attempts. The upper bound any judge / RM can credibly hit on this domain — used to pin the L3 pilot refund clause (refund if κ < ceiling - 5pp). api_key is optional on the public endpoint; on /mcp/mcp a missing key is refused.

• aimrank_get_plackett_luce

  Plackett-Luce listwise ranking aggregation — OFFLINE AUDIT ONLY. Reported post-hoc; it NEVER writes ratings, and setting it as a ranking's algorithm returns 400. AimRank has 6 rating engines plus 2 offline aggregators (this and CrowdBT) — never describe it as an 8th rating algor…

• aimrank_get_crowd_bt

  CrowdBT — joint fit of entity scores + per-annotator reliability η. Surfaces noisy / anti-correlated raters explicitly. Methodology audit, not a live engine. api_key is optional on the public endpoint; on /mcp/mcp a missing key is refused.

• aimrank_list_public_judges

  Browse public judge-prompt artifacts shared by other users. Filter by ``category`` (free-text), ``domain_id``, or both. Sort options: ``fork_count`` (default — most-forked first), ``recent``, ``faithfulness``. Returns artifact summaries WITHOUT the full prompt text — call `aimra…

• aimrank_find_similar_domains

  Find public domains most similar to a query or a known domain. Use ``query`` for free-text search ("pharma evaluation") OR ``domain_id`` to find domains similar to one you already know. Exactly one must be provided. TF-IDF + cosine similarity over name + description + category +…

• aimrank_predict

  iCOMPLY contract: pairwise prediction with provenance fields. Returns the engine's predicted winner + probability shaped so iCOMPLY's Annex IV section-4 generator can ingest the response directly. See [iCOMPLY_INTEGRATION_STRATEGY.md] for the contract. api_key is optional on the…

• aimrank_explain

  iCOMPLY contract: explain a prediction in features + narrative. Returns the Glicko-2 μ/φ inputs for both entities + a deterministic narrative. No LLM-synthesised rationale — these are the actual numbers the math uses, which is exactly what an Annex IV auditor needs to trace. api…

• aimrank_healthcheck

  iCOMPLY contract: liveness + DB-connectivity probe.

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