"How to create Grafana dashboards" matching MCP connectors:
GET /v1/connectors — MCP directory API referenceMatching Connector Tools:
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.
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
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.
Lint your robots.txt and see which AI crawlers it really blocks. Free, no key, nothing to install.
Agentic code review, no signup to try: reality gates + frontier-model review, with veto.
JSON Schema validation MCP.
Give AI coding agents access to your Vynix visual feedback, bug reports, and AI diagnosis.
Kilotest leverages 10 rule engines to test web pages for front-end quality (accessibility, usability, and standards conformity) and report results with specifiable granularity.
Grade MCP servers A to F with the open behavioral litmus. npm: full toolset; hosted: lookups only.
Verifies AI agent work end to end: real artifacts and outcomes checked, not self-reported success.
Check if your MCP server is ready to publish on the MCP Registry, Smithery, or npm.
Query Checkly synthetic monitoring — checks, statuses, results, alerts, reporting and dashboards.
Validate up to 75,000 URLs per job (status, redirects, response times). OAuth 2.1.
End-to-end API testing — generate and run tests from OpenAPI, curl, Postman, or real user traffic.
DummyJSON mock REST: products, users, posts, recipes, todos. Keyless test data.
Test-inbox API for email and SMS: create inboxes, long-poll messages, extract OTPs and links.
Cloud iOS simulators and Android emulators your agent can create, drive, and throw away.
AI-native test automation for agents: manage projects, create and run tests, analyze results, and improve QA workflows.
MCP server providing access to the Scorecard API to evaluate and optimize LLM systems.
