Agentlab is a full program that runs in your browser and needs JavaScript. Please enable JavaScript, or use its engine as tools without it:
- Agent Permission Graph – See what your AI agent can reach: MCP servers, commands, files, network and secrets – with risks.
- MCP Server Explorer – Inspect any MCP server before you connect an AI agent: tools, permissions, risks, changes over time.
- AI Agent Tool Explorer – Index of tools AI agents can call: this site, the MCP Registry or your definitions, by capability.
- AI Tool-Call Trace Explorer – Paste an agent transcript: see every tool call in order, with errors, timings, retries and loops.
- Structured Output Validator – Validate AI JSON output against a JSON Schema: parse errors with line/column, plain-language fixes.
- Model Behavior Regression Explorer – Compare eval results of two model versions: accuracy, regressions, McNemar p-value, flaky items.
- RAG Citation Debugger – Check a RAG answer's citations against the retrieved chunks: uncited claims, wrong sources, numbers.
- AI Answer Verifier – Split an AI answer into claims and see which ones your sources actually support.
- LLM Cost Explorer – Monthly LLM API cost per model for your workload, with prompt-caching and batch savings.
- AI Model Compatibility Explorer – Which LLMs take images, audio or files, fit your context and support tools or structured outputs?
- AI Website Readiness Explorer – Can ChatGPT, Claude, Perplexity and AI agents read your website? Explainable score.
- Prompt-to-Tool Router – Describe your problem in plain words and get the right tools and order to use them.
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