Output quality control and validation for AI agents
Runtime quality validation for AI agent outputs. Detect hallucinations, enforce scope compliance, and score output quality — all via MCP. Score agent output against configurable criteria: length limits, required keywords, forbidden patterns, and factual claim density. Estimate hallucination likelihood. With source text, checks sentence-level grounding. Without source, flags outputs dense with…
Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts — it cannot prove the absence of malicious code.
Runtime quality validation for AI agent outputs. Detect hallucinations, enforce scope compliance, and score output quality — all via MCP. Score agent output against configurable criteria: length limits, required keywords, forbidden patterns, and factual claim density. Estimate hallucination likelihood. With source text, checks sentence-level grounding. Without source, flags outputs dense with specific numbers, dates, and URLs. Validate output against a scope contract — allowed/forbidden topics,…