🔍
MCP Tool
MCP
benchmark_lookup
About
Queries the PWM benchmark registry by modality key or keyword. Returns spec metadata, leaderboard snapshot, and data download links.
Capabilities
Registry search
Leaderboard snapshot
Download links
MCP Tool Specification
Input
query: str
Output
benchmarks: list[BenchmarkSummary]
Usage in Claude Code
// Add PWM as MCP server in ~/.claude/mcp.json:
{
"mcpServers": {
"pwm": {
"url": "https://physicsworldmodel.org/mcp"
}
}
}
// Then in Claude Code:
mcp__pwm__benchmark_lookup({ query: str })