The The Aggregate — LLM benchmark aggregate MCP server,
connected in one click.
Fused LLM rankings: one IRT/Elo scale across ~5,000 public benchmark leaderboards, updated daily. Connect the official The Aggregate — LLM benchmark aggregate 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 The Aggregate — LLM benchmark aggregate 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 the-aggregate-llm-benchmark-aggregate https://theaggregate.ai/mcpRun in your terminal, then restart Claude Code.
The Aggregate — LLM benchmark aggregate · https://theaggregate.ai/mcp
What your AI can do with The Aggregate — LLM benchmark aggregate
Real prompts you can type the moment it's connected — no setup, no docs to read.
“Use “get_leaderboard”: Top of the cross-benchmark aggregate ranking: every model placed on one Elo scale by an IRT model fit over ~5,000 public benchmark leaderboa.”
“Use “search_models”: Find ranked models by (partial) name or provider. Returns rank, Elo and the model page URL. One row per model by default, fused across reaso.”
“Use “get_model”: One model in depth: aggregate rank, Elo with standard error, provider, what it is, cost per task where known, and its most notable benchmark.”
“Use “compare_models”: Head-to-head between 2-4 models: aggregate ranks, Elo gap with a significance note based on the standard errors, and notable benchmarks they.”
How secure is the The Aggregate — LLM benchmark aggregate MCP server?
Every server in the gate directory has to pass the same four checks before your AI can touch it. Here's how The Aggregate — LLM benchmark aggregate holds up.
Official endpoint
Operated by The Aggregate — LLM benchmark aggregate (theaggregate.ai) 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 The Aggregate — LLM benchmark aggregate 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 The Aggregate — LLM benchmark aggregate
Choose The Aggregate — LLM benchmark aggregate in the gate directory. No sign-in needed.
Use it anywhere
The Aggregate — LLM benchmark aggregate'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 The Aggregate — LLM benchmark aggregate exposes
Fetched live from the official endpoint and re-checked daily by gate — not marketing copy.
get_leaderboard — Top of the cross-benchmark aggregate ranking: every model placed on one Elo scale by an IRT model fit over ~5,000 public benchmark leaderboa
search_models — Find ranked models by (partial) name or provider. Returns rank, Elo and the model page URL. One row per model by default, fused across reaso
get_model — One model in depth: aggregate rank, Elo with standard error, provider, what it is, cost per task where known, and its most notable benchmark
compare_models — Head-to-head between 2-4 models: aggregate ranks, Elo gap with a significance note based on the standard errors, and notable benchmarks they
search_benchmarks — Find benchmarks in the aggregate by (partial) name. Returns model coverage, difficulty on the Elo scale, and the benchmark page URL.
get_benchmark — One benchmark in depth: what it measures, the original source leaderboard URL, IRT stats (difficulty, noise, model coverage), skill weights,
get_prediction_duel — Guesswork — the public prediction duel: every day frontier LLMs and The Aggregate's own IRT model predict newly scraped benchmark scores bef
about_the_aggregate — What this data is: how the IRT fusion works, current coverage counts, update cadence, and how to cite it.
Who runs the The Aggregate — LLM benchmark aggregate MCP server?
The The Aggregate — LLM benchmark aggregate MCP server at a glance
https://theaggregate.ai/mcpQuestions, answered
Is there an official The Aggregate — LLM benchmark aggregate MCP server?
Yes — The Aggregate — LLM benchmark aggregate operates its own remote MCP server at theaggregate.ai. 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 The Aggregate — LLM benchmark aggregate to Claude or ChatGPT?
Add gate's gateway URL to your AI client once, then pick The Aggregate — LLM benchmark aggregate in the directory. No account or sign-in is needed. From then on, The Aggregate — LLM benchmark aggregate's tools are available in every client you've connected to gate.
Do I need to host anything?
No. The Aggregate — LLM benchmark aggregate runs the server, and gate is fully managed. You just connect one URL — there's nothing to install, deploy, or maintain.
Is the The Aggregate — LLM benchmark aggregate 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 The Aggregate — LLM benchmark aggregate in minutes. No credit card required.
Connect more than just The Aggregate — LLM benchmark aggregate
Every server below works through the same gateway URL — connect once, add tools anytime.
Squarespace DomainsDesignView →Set up The Aggregate — LLM benchmark aggregate in: Claude · Claude Code · ChatGPT · Cursor · VS Code
Give your AI The Aggregate — LLM benchmark aggregate — safely.
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