The real catalog of tools for AI agents

Independently verify an agent's output before you pay.

Neutral referee for legal-AI output: flags orphan quotes and uncited claims. Not legal advice.

Deterministic runtime safety for AI agents: scan PII, gate tool actions, verify LLM output.

Verify AI agent claims vs reality: inline grounding-check + swallowed-exception + transcript review.

Validate and verify data from other agents before acting on it. Zero LLM costs.

Design, save, and run outcome-aligned AI workflows and verifiers, with reliable image output.

Verify AI outputs against real sources. Returns a trust signal and permanent doc number.

Deterministic GIS geoprocessing with verifiable provenance on every output

Sign AI output for EU AI Act + FRE 902 compliance, verify content authenticity provenance

Pins an acceptance spec; the verify command and expected output never enter the success contract.

HTML/URL to PDF, screenshots, e-invoices. PDF/A and PDF/UA output with optional veraPDF verify.

Local quantum error correction tools; decoder output verified against H c = s (mod 2).

HKDF-SHA256 output length, input discarded

Punycode output length band, host discarded

Structured Output MCP Agent

Claude Schema Output Agent

Structured Output Agent (Openai)

Traced Structured Output Agent (Groq)

Multi-Provider Schema Output Agent

Structured Output MCP Agent (Authlib)