EvalScope Benchmark MCP (MCP Server)

EvalScope Benchmark MCP is a paid remote MCP endpoint for an AI SDK benchmark dashboard. It exposes structured JSON tools and provides token-based access, usage receipts, and audit-ready workflow evidence for AI agents and coding teams. The server is reachable via its hosted website and MCP endpoint.

🛠️ Key Features

Paid remote MCP endpoint for AI SDK benchmark dashboard
Structured JSON tools
Token-based access
Usage receipts
Audit-ready workflow evidence
Public server card (server-card.json)

🚀 Use Cases

AI agents needing verdicts, receipts, and usage logs
Coding teams working with AI SDK benchmark dashboards
Benchmark reporting workflows requiring evidence for audits

⚡ Developer Benefits

Central MCP endpoint for benchmark dashboard operations
Token-based access for controlled usage
Receipts and workflow evidence suitable for review

⚠️ Limitations

Described only as a paid remote endpoint (payment details not provided)
Only high-level capabilities are listed; specific tools are not included in the provided data

EvalScope Benchmark MCP

Hosted MCP for AI SDK benchmark dashboard.

EvalScope Benchmark MCP is a paid remote MCP endpoint for AI SDK benchmark dashboard. It exposes structured JSON tools, a public server card, token-based access, usage receipts, and audit-ready workflow evidence for AI agents and coding teams.

Public Endpoints

Website: https://evalscopebench.clauxel.com/?utm_source=github&utm_medium=directory&utm_campaign=sbl202605r25
MCP endpoint: https://evalscopebench.clauxel.com/mcp
Server card: https://evalscopebench.clauxel.com/.well-known/mcp/server-card.json
Registry name: com.clauxel.evalscopebench/evalscopebench-mcp

Access

This is a paid hosted remote MCP. Production calls require a bearer token issued from the product website.

http

Authorization: Bearer <token>

Unauthenticated browser visits to /mcp return a clear JSON error instead of internal details.

Tools

run_benchmark_gate
compare_model_scores
read_benchmark_report
issue_benchmark_receipt

Quick Start

Open the website and choose a plan.
Create or request an API token.
Add the endpoint to an MCP client that supports Streamable HTTP remote servers.
Send JSON-RPC requests with the bearer token.

Useful Links

Product page: https://evalscopebench.clauxel.com/?utm_source=github&utm_medium=directory&utm_campaign=sbl202605r25
Pricing: https://evalscopebench.clauxel.com/?utm_source=github&utm_medium=directory&utm_campaign=sbl202605r25#pricing
Server card: https://evalscopebench.clauxel.com/.well-known/mcp/server-card.json
MCP endpoint: https://evalscopebench.clauxel.com/mcp

Status

This repository is a public documentation and directory-submission reference for the hosted service. It does not contain the private production source code.

Install

Remote endpoint

Streamable HTTP

Hosted server - connect over the network, no local install.

url

https://evalscopebench.clauxel.com/mcp

Add to VS Code Add to Cursor

claude_desktop_config.json

json

{
  "mcpServers": {
    "evalscopebench-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://evalscopebench.clauxel.com/mcp"
      ]
    }
  }
}

Desktop config is stdio-only; this bridges via mcp-remote. Native remote: Settings > Connectors.

com.clauxel.evalscopebench/evalscopebench-mcp