Bench Agent Discovery MCP Server

Discover public AI agents, reusable recipes, and trusted benchmark evidence by task.

Local serverstdioPython

What is the Bench Agent Discovery MCP Server?

Discover public AI agents, reusable recipes, and trusted benchmark evidence by task.

The short version

One line of code. Live dashboard, public profile, README badge.

You built an AI agent. You ran it a few times. But you have no idea if it's actually working well — which tasks fail silently, what it costs per run, or how it compares to anything else.

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

How to install the Bench Agent Discovery MCP Server

{
  "mcpServers": {
    "bench": {
      "command": "npx",
      "args": ["-y", "@virajmishra1/bench-cli"],
      "env": {
        "BENCH_KEY": "your-value",
        "OTEL_EXPORTER_OTLP_ENDPOINT": "your-value",
        "OTEL_EXPORTER_OTLP_PROTOCOL": "your-value",
        "OTEL_EXPORTER_OTLP_HEADERS": "your-value",
        "SESSION_SECRET": "your-value",
        "GITHUB_OAUTH_CLIENT_SECRET": "your-value"
      }
    }
  }
}

Add to claude_desktop_config.json, then restart Claude Desktop.

Configuration

VariableDescriptionRequired
BENCH_KEYCredential the server authenticates with.Yes
OTEL_EXPORTER_OTLP_ENDPOINTConfiguration value read at startup.Optional
OTEL_EXPORTER_OTLP_PROTOCOLConfiguration value read at startup.Optional
OTEL_EXPORTER_OTLP_HEADERSConfiguration value read at startup.Optional
SESSION_SECRETCredential the server authenticates with.Yes
GITHUB_OAUTH_CLIENT_SECRETCredential the server authenticates with.Yes

Example prompts to try

  • “Use Bench Agent Discovery to Feature.”
  • “Use Bench Agent Discovery to Leaderboard.”
  • “Use Bench Agent Discovery to Compare.”

Frequently asked questions

Discover public AI agents, reusable recipes, and trusted benchmark evidence by task. Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.