Open-source benchmark runner for the Prowl Agent Discovery Network
Open-source benchmark runner for the Prowl Agent Discovery Network
Evaluate any API across 8 dimensions of agent-readiness using multi-LLM scoring.
Once Prowl is connected, these are the calls the assistant has available:
cron — '0 6 * * 1' # Weekly Monday 6amuses — actions/checkout@v4run — pip install prowl-benchname — Run benchmarkBot — The Bot tool exposed by this serverProvider — The Provider tool exposed by this servercron — '0 6 * * 1' # Weekly Monday 6amuses — actions/checkout@v4run — pip install prowl-benchname — Run benchmarkCompare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.
Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| cron | '0 6 * * 1' # Weekly Monday 6am |
| uses | actions/checkout@v4 |
| run | pip install prowl-bench |
| name | Run benchmark |
{
"mcpServers": {
"prowl-bench": {
"command": "uvx",
"args": ["prowl-bench"],
"env": {
"ANTHROPIC_API_KEY": "your-value",
"OPENAI_API_KEY": "your-value",
"GOOGLE_API_KEY": "your-value",
"DEEPSEEK_API_KEY": "your-value",
"PROWL_AGENT_KEY": "your-value",
"PROWL_VENDOR_JWT": "your-value"
}
}
}
}Add to claude_desktop_config.json, then restart Claude Desktop.
| Variable | Description | Required |
|---|---|---|
| ANTHROPIC_API_KEY | Credential the server authenticates with. | Yes |
| OPENAI_API_KEY | Credential the server authenticates with. | Yes |
| GOOGLE_API_KEY | Credential the server authenticates with. | Yes |
| DEEPSEEK_API_KEY | Credential the server authenticates with. | Yes |
| PROWL_AGENT_KEY | Credential the server authenticates with. | Yes |
| PROWL_VENDOR_JWT | Configuration value read at startup. | Optional |
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