The AimRank MCP server,
connected in one click.
Read public pairwise-preference rankings and their statistical quality evidence. No API key. Connect the official AimRank MCP server to Claude, ChatGPT, or Cursor through gate — one gateway URL, no config files, security-checked.
Free to start · No credit card · No hosting needed
Add AimRank to your AI in one minute
Pick your client. Copy, paste, done — or let gate handle sign-ins and policies for you.
claude mcp add --transport http aimrank https://app.aimrank.io/mcp/publicRun in your terminal, then restart Claude Code.
AimRank · https://app.aimrank.io/mcp/public
What your AI can do with AimRank
Real prompts you can type the moment it's connected — no setup, no docs to read.
“Use “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.”
“Use “aimrank_get_ranking”: Fetch a ranking's metadata + top 25 entities sorted by rating. api_key is optional on the public endpoint; on /mcp/mcp a missing key is ref.”
“Use “aimrank_get_leaderboard”: Get the top N entities of a ranking sorted by rating. api_key is optional on the public endpoint; on /mcp/mcp a missing key is refused.”
“Use “aimrank_get_matchup”: Get the next pair of entities to evaluate. Strategies: adaptive (default), swiss, balanced, random, uncertainty, explore, information_gain.”
How secure is the AimRank MCP server?
Every server in the gate directory has to pass the same four checks before your AI can touch it. Here's how AimRank holds up.
Security grade F
gate scanned 21 tools on Oct 14, 2026. A few things are worth a look before you connect.
- mediumaimrank_get_daily_pair: References secrets or data exfiltration
- mediumaimrank_get_ranking: References secrets or data exfiltration
- mediumaimrank_get_leaderboard: References secrets or data exfiltration
- +17 more in the full report
Official endpoint
Operated by AimRank (aimrank.io) at its documented MCP endpoint — not a third-party mirror or community re-host.
No sign-in needed
This server only exposes public data — no account and no credentials are involved when you connect.
Scanned before it goes live
gate checks every tool for prompt injection, hidden instructions, data-exfiltration hints, and over-broad permissions before the server is available through your gateway.
Watched for drift
If AimRank adds or changes tools later, gate re-scans and alerts you — before your AI acts on the change.
Connected in three steps
Connect your gate
Add one gateway URL to Claude, ChatGPT, or any MCP client. One-time setup, about two minutes.
Pick AimRank
Choose AimRank in the gate directory. No sign-in needed.
Use it anywhere
AimRank's tools are live in every AI client you've connected — with rules and logging built in.
Free to start · No credit card · No hosting needed
The actual tools AimRank exposes
Fetched live from the official endpoint and re-checked daily by gate — not marketing copy.
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
aimrank_get_ranking — Fetch a ranking's metadata + top 25 entities sorted by rating. api_key is optional on the public endpoint; on /mcp/mcp a missing key is ref
aimrank_get_leaderboard — Get the top N entities of a ranking sorted by rating. api_key is optional on the public endpoint; on /mcp/mcp a missing key is refused.
aimrank_get_matchup — Get the next pair of entities to evaluate. Strategies: adaptive (default), swiss, balanced, random, uncertainty, explore, information_gain.
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",
aimrank_predict_matchup_winner — Predict the winner of a matchup BEFORE a vote is cast. Uses Glicko-2 win probability under the same formula matchmaking uses internally. Pa
aimrank_discover_public_rankings — Browse public rankings — agent equivalent of surfing aimrank.io. Filters: category, media_type ("text" | "image" | "audio" | "video"), sort
+ 13 more tools once connected
Who runs the AimRank MCP server?
The AimRank MCP server at a glance
https://app.aimrank.io/mcp/publicQuestions, answered
Is there an official AimRank MCP server?
Yes — AimRank operates its own remote MCP server at app.aimrank.io. gate connects you to that official endpoint and adds security scanning, per-tool access rules, and an activity log on top.
How do I connect AimRank to Claude or ChatGPT?
Add gate's gateway URL to your AI client once, then pick AimRank in the directory. No account or sign-in is needed. From then on, AimRank's tools are available in every client you've connected to gate.
Do I need to host anything?
No. AimRank runs the server, and gate is fully managed. You just connect one URL — there's nothing to install, deploy, or maintain.
Is the AimRank MCP server safe to connect?
It's the vendor's official endpoint, and gate scans its tools for prompt injection and hidden instructions before it goes live, re-checks it whenever it changes, and lets you allow, block, or require approval for every single tool.
Is it free?
Yes — you can get started with gate for free and connect AimRank in minutes. No credit card required.
Connect more than just AimRank
Every server below works through the same gateway URL — connect once, add tools anytime.
Squarespace DomainsDesignView →Set up AimRank in: Claude · Claude Code · ChatGPT · Cursor · VS Code