What is the key difference between The Aggregate — LLM benchmark aggregate and Valet?

The Aggregate — LLM benchmark aggregate belongs to the Developer Tools category with cloud HTTP/SSE execution, while Valet belongs to the Developer Tools category with local stdio execution.

How do I install The Aggregate — LLM benchmark aggregate or Valet in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are The Aggregate — LLM benchmark aggregate and Valet free or paid?

The Aggregate — LLM benchmark aggregate operates under a Free / Open Source model (No auth required). Valet operates under a Freemium model (No auth required).

Which MCP server has more tools and community activity?

The Aggregate — LLM benchmark aggregate lists 8 tools with 0 views and 0 GitHub stars. Valet lists 0 tools with 2 views and 0 GitHub stars.

Can I use both The Aggregate — LLM benchmark aggregate and Valet together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

Side-by-Side Model Context Protocol Comparison

The Aggregate — LLM benchmark aggregate vs Valet

In-depth architectural comparison of the The Aggregate — LLM benchmark aggregate and Valet MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

At a Glance & Executive Verdict

The Aggregate — LLM benchmark aggregate

Developer Tools · Remote HTTP/SSE

Quality: 55/100 (Good) | Auth: No auth required

Valet

Developer Tools · Local stdio

Quality: 48/100 (Fair) | Auth: No auth required

Verdict Summary: Choose The Aggregate — LLM benchmark aggregate if you need specialized Developer Tools tools running via a hosted cloud SSE transport. Choose Valet if your workspace requires Developer Tools integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose The Aggregate — LLM benchmark aggregate when:

You need dedicated capabilities in the Developer Tools domain.
You prefer remote streaming HTTP/SSE transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: get_leaderboard, search_models, get_model.

Explore The Aggregate — LLM benchmark aggregate Details

Choose Valet when:

You need dedicated capabilities in the Developer Tools domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Freemium).

Explore Valet Details

Feature & Specification Comparison

Specification	T The Aggregate — LLM benchmark aggregate Developer Tools	Valet Developer Tools
Summary	Fused LLM rankings: one IRT/Elo scale across ~5,000 public benchmark leaderboards, updated daily.	Get share links, publish and manage websites, artifacts and agents. No account needed.
Category & Scope	Developer Tools	Developer Tools

Tools & Capabilities Breakdown

The Aggregate — LLM benchmark aggregate Tools (8)

get_leaderboard

Top of the cross-benchmark aggregate ranking: every model placed on one Elo scale by an IRT model fit over ~6,300 public benchmark leaderboards. One row per model by default, fused across reasoning-effort settings. Supports paging via limit/offset.

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 reasoning-effort settings.

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 results (with percentiles).

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 share.

search_benchmarks

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

The Aggregate — LLM benchmark aggregate Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "the-aggregate-llm-benchmark-aggregate-2": {
      "url": "https://theaggregate.ai/mcp"
    }
  }
}

Valet Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "valet": {
      "command": "npx",
      "args": [
        "-y",
        "skills"
      ]
    }
  }
}

Frequently Asked Questions

The Aggregate — LLM benchmark aggregate is categorized under Developer Tools and uses a remote streaming HTTP/SSE transport. In contrast, Valet belongs to Developer Tools using local stdio subprocess. Select The Aggregate — LLM benchmark aggregate when you need capabilities focused on developer tools and Valet when you require tools for developer tools.

More alternatives to The Aggregate — LLM benchmark aggregate More alternatives to Valet Developer Tools category hub