General Tools

aimrank.io

Provides general-purpose tools through the Model Context Protocol.

1 endpoint21 known toolsFirst detected September 10, 2026Last detected September 10, 2026

ENDPOINT 1

https://app.aimrank.io/mcp/public

No auth detected

MCP server metadata

Name: aimrank-public
Version: 4.12.0

Capabilities

experimentalpromptsresourcestools

Server instructions

AimRank public endpoint: read-only access to every PUBLIC ranking with no API key. Browse the catalogue (discover, daily pair, similar domains, public judges), browse public domains and their competitions, read any public ranking (leaderboard, matchup, search, share card, win prediction + explanation) and its quality evidence (data card, agreement, ceiling, Plackett-Luce, CrowdBT). Private rankings are not found here. To vote, create rankings, run evals or export data, use the keyed endpoint https://app.aimrank.io/mcp/mcp with a free key from https://app.aimrank.io/dashboard/integrations. `api_key` is optional on every tool.

Known tools 21

aimrank_get_daily_pair

Fetch today's Daily Pair — the trending matchup chosen at 00:00 UTC.

Inferred read-only

aimrank_get_ranking

Fetch a ranking's metadata + top 25 entities sorted by rating.

Inferred read-only

aimrank_get_leaderboard

Get the top N entities of a ranking sorted by rating.

Inferred read-only

aimrank_get_matchup

Get the next pair of entities to evaluate.

Inferred read-only

aimrank_search_entities

Find entities by name substring within a ranking.

Inferred read-only

aimrank_create_share_card

Return share-ready URLs + embed snippets for a ranking.

Inferred read-only

aimrank_predict_matchup_winner

Predict the winner of a matchup BEFORE a vote is cast.

Inferred read-only

aimrank_discover_public_rankings

Browse public rankings — agent equivalent of surfing aimrank.

Inferred read-only

aimrank_list_domain_entities

List all entities in a domain's pool sorted by rating.

Inferred read-only

aimrank_get_domain

Get domain details including entity pool and competition list.

Inferred read-only

aimrank_list_competitions

List all competitions (open voting + brackets) in a domain.

Inferred read-only

aimrank_get_data_card

Auto data card — Layer 7.

Inferred read-only

aimrank_get_agreement

Inter-annotator agreement — Layer 5.

Inferred read-only

aimrank_get_ceiling

Pairwise-κ ceiling from qualification attempts.

Inferred read-only

aimrank_get_plackett_luce

Plackett-Luce listwise ranking aggregation (8th algorithm).

Inferred read-only

aimrank_get_crowd_bt

CrowdBT — joint fit of entity scores + per-annotator reliability η.

Inferred read-only

aimrank_list_public_judges

Browse public judge-prompt artifacts shared by other users.

Inferred read-only

aimrank_find_similar_domains

Find public domains most similar to a query or a known domain.

Inferred read-only

aimrank_predict

iCOMPLY contract: pairwise prediction with provenance fields.

Inferred read-only

aimrank_explain

iCOMPLY contract: explain a prediction in features + narrative.

Inferred read-only

aimrank_healthcheck

iCOMPLY contract: liveness + DB-connectivity probe.

Inferred read-only

CONNECT WITH APPROVAL

Client installation

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

[mcp_servers.aimrank-public]
url = "https://app.aimrank.io/mcp/public"
enabled = true

Claude Code

.mcp.json

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

Claude Desktop

Settings → Connectors → Add custom connector

Name: aimrank-public
Remote MCP URL: https://app.aimrank.io/mcp/public

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

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

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

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

Generic MCP

Client-specific MCP configuration

{
  "name": "aimrank-public",
  "transport": "streamable-http",
  "url": "https://app.aimrank.io/mcp/public"
}

MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

TRUST AND VERIFICATION EVIDENCE

Loading Trust v2 evidence…

Checking the associated registrable domain. The BuiltWith key remains server-side.

Indexed

Evidence is source-attributed and does not guarantee that a third-party server is safe. Risk labels are conservative metadata heuristics.