{"domain":"iris-eval.com","status":"valid","tier":"listed","authority":46,"verified":false,"title":"Iris — stop shipping agents on vibes","summary":"Iris is an open-source MCP server that scores AI agent output quality, catches safety failures (PII leaks, prompt injection, hallucination markers), and enforces cost budgets. Any MCP client lists its tools on connect — one command (`npx -y @iris-eval/mcp-server@0.20.0`), no SDK; your agent calls them, a host hook forwards each turn, or `iris-eval ingest` loads a trace file. MIT-licensed core, self-hosted, signed releases.","country":"US","country_source":"ip","publisher_country":null,"publisher_country_source":null,"hosting_country":"US","llms_txt":"https://iris-eval.com/llms.txt","llms_full_txt":"https://iris-eval.com/llms-full.txt","last_checked":"2026-10-24T10:14:10.974Z","agent_terms":null,"categories":["ai-ml","ai-agents-mcp","open-source"],"capabilities":[],"inferred_tags":["mcp server","agent evaluation","llm output quality","prompt injection detection","pii leak detection","cost budgets"],"audience":"developers","agent_uses":["read_docs","call_api"],"language":"en","platform_generated":false,"agent_summary":"Open-source MCP server that scores AI agent output quality, flags PII leaks, prompt injection and hallucinations, and enforces cost budgets.","llms_txt_cached":"https://agentwebmap.com/v1/domain/iris-eval.com/llms.txt","agentic":"interface","section_keys":["compare","getting-started","learn-agent-eval-concepts","optional"],"section_partial":false,"section_indexed_at":"2026-10-24T10:14:25.893Z"}