"AI-Powered Virtual Medical Consultation Assistant" matching MCP connectors:

Generate synthetic random user data for testing, demos, and development without using real persona.

Simulate, test, and analyze cloud architectures without deploying real infrastructure. Cloud World Model enables AI agents to model cloud environments, evaluate architecture behavior and costs, run failure and chaos simulations, and explore infrastructure scenarios across cloud providers.

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).

Check that your AI is being logical. Free tool that mathematically catches contradictions in agent reasoning. No account needed. Also offers paid guardrails that converts natural language to formal verification proofs, that anyone can check succinctly.

Hosted MCP server for structured code review passes on human- and AI-written code. Free tier.

A skeptical senior-engineer code reviewer over MCP: risk-scans unified diffs, flags AI-generated-code tells, reports complexity hotspots, scans for leaked secrets, and runs an OWASP security pass — real analyzers, no external APIs. Free tier, no signup.

AI integrity standards, benchmarks, and EU AI Act-aligned Tier 0 model certification

Give AI coding agents access to your Vynix visual feedback, bug reports, and AI diagnosis.

AgentReady.market audit: can an AI shopping agent find, understand and BUY on this store? /100.

Preflight QA for AI-agent deliverables with structured verdicts and repair guidance.

Verifies AI agent work end to end: real artifacts and outcomes checked, not self-reported success.

Voice-powered bug reporting with 13 MCP tools. Record bugs by talking; let AI find and fix them.

Verifier-grounded AI promotion gates, disposable report cards, and signed PASS/HOLD/BLOCK receipts.

Read-only, deterministic AI triage and readiness tools implementing Sophon's published rubrics.

Hire a real human for real-world verification, product testing, AI output review, and errands.

Pre-execution governance for AI agents. Deterministic PASS/FAIL/REVIEW verdicts, replayable proof.

Deterministic validation for AI-generated artifacts: JSON Schema, OpenAPI response, SQL syntax.

Deterministic recipe verification engine — validates AI-generated recipes against master SOPs.

Check if your MCP server is ready to publish on the MCP Registry, Smithery, or npm.

Generate deterministic placeholder image URLs and packs for docs, staging, testing, and AI agents.