"Roadmap for Creating AI-Driven Workflows for Literature Data Management" matching MCP connectors:
Matching Connector Tools:
Test-inbox API for email and SMS: create inboxes, long-poll messages, extract OTPs and links.
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.
Rule engine with built-in simulation. 55 MCP tools for complete business rule lifecycle management.
Read-only, deterministic AI triage and readiness tools implementing Sophon's published rubrics.
Deterministic coordination, safe fixtures, and compatibility intelligence for autonomous agents.
Hire a real human for real-world verification, product testing, AI output review, and errands.
Deterministic validation for AI-generated artifacts: JSON Schema, OpenAPI response, SQL syntax.
Voice-powered bug reporting with 13 MCP tools. Record bugs by talking; let AI find and fix them.
Webhook relay for AI agents: keyless quickstart, event inspection, replay, mock payloads.
Pay-per-call AI evaluation MCP server. Score LLM outputs against benchmark rubrics via Workers AI.
Promotion gate for AI agents: leakage audits, exact-statistics verdicts, and a live report card.
Generate realistic, FK-consistent synthetic test data for your databases from your AI assistant.
Generate deterministic placeholder image URLs and packs for docs, staging, testing, and AI agents.
Generate realistic relational test data — 156 field types, 22 locales, JSON/CSV/SQL, free previews.
Read-only MCP server for the OPERANT AI operating-agent calibration benchmark.
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