Testing & QA Tools MCP connectors
Evidence-gated task verification for AI agents. Decompose goals into acceptance criteria, attach proof (screenshot, curl, file), independent LLM judge accepts or rejects. 24 tools. Hosted remote MCP (streamable-http, OAuth 2.1 + DCR).
Runs your code against a contract; returns HELD or BROKE at the exact input. Deterministic.
Generate realistic relational test data — 156 field types, 22 locales, JSON/CSV/SQL, free previews.
Test the voice agents you run: scored transcripts, pass/fail verdicts, latency and WER metrics.
Generate deterministic placeholder image URLs and packs for docs, staging, testing, and AI agents.
AI website growth audits: SEO, performance, AI readiness (GEO), conversion, a11y, security.
Machine-readable taxonomy of 100+ AI system failure modes spanning factuality, alignment, planning, code generation, and instruction following.
MCP server for the Fail Modes taxonomy — a knowledge base of AI system failure modes
Read-only MCP server for the OPERANT AI operating-agent calibration benchmark.
Scan URLs for WCAG 2.1 violations, generate AI fixes, and produce VPAT 2.5 compliance reports.
MCP-native AI evaluation: rubric audits, eval suites, and proof reports for AI/LLM output.
Free platform to test MCP clients without installing anything. Create mock tools with dynamic templates, configurable delays, conditions (if/then), and response sequences. Supports JSON-RPC 2.0 over Streamable HTTP. Built-in text_echo and json_echo tools. Rate-limited tiers: anonymous (5 calls/min, 1 mock tool), registered (10 calls/min, 4 mock tools), premium (60 calls/min, unlimited). Zero setup — no install, no registration required. More info: https://www.testmcp.dev
Deterministic recipe verification engine — validates AI-generated recipes against master SOPs.
Read-only verifier for 25 ProofRelay MCP tools and non-confidential evidence bundles.
A flock of AI users tests your deployed app and reports where real people get stuck, with fixes.
Generate realistic, FK-consistent synthetic test data for your databases from your AI assistant.
Adversarial behavioural-bias engine — audits your decisions for cognitive biases via your own AI.
PQS scores any prompt before the model runs. 8 dimensions. 5 frameworks. Pre-flight, not post-hoc.