AI infrastructure & agent explorers

MCP servers, agent tools, traces, models, costs, RAG citations and structured output. · 10 tools

  • Agent Permission Graph

    See what your AI agent can reach: MCP servers, commands, files, network and secrets – with risks.

    JSON API · MCP

  • AI Agent Tool Explorer

    Index of tools AI agents can call: this site, the MCP Registry or your definitions, by capability.

    Uses live data · JSON API · MCP

  • AI Model Compatibility Explorer

    Which LLMs take images, audio or files, fit your context and support tools or structured outputs?

    Uses live data · JSON API · MCP

  • AI Tool-Call Trace Explorer

    Paste an agent transcript: see every tool call in order, with errors, timings, retries and loops.

    JSON API · MCP

  • AI Website Readiness Explorer

    Can ChatGPT, Claude, Perplexity and AI agents read your website? Explainable score.

    Uses live data · JSON API · MCP

  • LLM Cost Explorer

    Monthly LLM API cost per model for your workload, with prompt-caching and batch savings.

    Uses live data · JSON API · MCP

  • MCP Server Explorer

    Inspect any MCP server before you connect an AI agent: tools, permissions, risks, changes over time.

    Uses live data · JSON API · MCP

  • Model Behavior Regression Explorer

    Compare eval results of two model versions: accuracy, regressions, McNemar p-value, flaky items.

    JSON API · MCP

  • RAG Citation Debugger

    Check a RAG answer's citations against the retrieved chunks: uncited claims, wrong sources, numbers.

    JSON API · MCP

  • Structured Output Validator

    Validate AI JSON output against a JSON Schema: parse errors with line/column, plain-language fixes.

    JSON API · MCP

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