How do I connect an AI agent to The Aggregate — LLM benchmark aggregate?

Use the MCP streamable HTTP endpoint https://theaggregate.ai/mcp.

Faceabot

Catalog › ai.theaggregate/the-aggregate

Is The Aggregate — LLM benchmark aggregate reliable?

Being measured Measurement in progress: 1 check(s) so far. A verdict needs at least 3 checks.

En français : Mesure en cours. Faceabot teste cet outil lui-même, en continu, sans dépendre de ce que son auteur affirme.

What it does

Fused LLM rankings: one IRT/Elo scale across ~5,000 public benchmark leaderboards, updated daily.

Source: official MCP registry (registry.modelcontextprotocol.io) · version 1.0.1 · publisher website

Connect your agent

{
  "mcpServers": {
    "the-aggregate": {
      "url": "https://theaggregate.ai/mcp"
    }
  }
}

Or ask Faceabot first: MCP tool check_reliability {"id":"ai.theaggregate/the-aggregate"} on https://faceabot.com/api/mcp.

Does it actually do the job?

Not tested with a real task yet. Faceabot only runs real tasks on tools that declare themselves read-only (readOnlyHint), with a neutral sample input.

Faceabot measurements

When	Answers	Real task	Latency
2026-10-06 09:40 UTC	✅ ok		4063 ms

Method: MCP initialize then tools/list from Faceabot (FaceabotProbe/1.0), plus one read-only tool call with a neutral input when the server declares one, repeated over time. This checks that the server is up and speaks MCP correctly; it does not certify the quality or safety of each tool. How measurement works.

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Publisher of The Aggregate — LLM benchmark aggregate?

Show your measured reliability on your README or website:

[![Measured by Faceabot](https://faceabot.com/badge/ai.theaggregate/the-aggregate.svg)](https://faceabot.com/tools/ai.theaggregate/the-aggregate)

Data in JSON: /api/catalog?id=ai.theaggregate/the-aggregate · Stop probes: POST /api/reliability/opt-out

AI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt

Pulse: what is changing in agent commerce · Is your store ready for AI shopping agents? · State of MCP (weekly) · MCP server doctor · Open reliability data