"Automating GitLab Merge Request Feedback with Line-Specific Comments" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Simulate AWS, Azure, GCP, OCI, and DigitalOcean architectures without deploying real infrastructure. AI agents can model cost, latency, and error rates, run failure and chaos scenarios, and compare designs before provisioning. Nine demo tools work with no key; add a Cloud World Model API key (x-api-key header or Authorization: Bearer) to unlock all 62 tools.
GodPrompt MCP + Agent Skill for coding agents with TDD, debugging, verification, and task routing.
Parse WebVTT, SRT, or TTML for conformance, timing, overlaps, line length, and reading speed.
Kilotest leverages 12 rule engines to test web pages for front-end quality (accessibility, usability, and standards conformity) and report results with specifiable granularity.
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
Rule engine with built-in simulation. 55 MCP tools for complete business rule lifecycle management.
Caller-specific static MCP capability fit evidence. No live probing; caller owns the decision.
Give AI assistants the context behind client website feedback. Read comments, screenshots, replies, element details, and developer briefs; organize priorities, update statuses, and export feedback from authorized projects. Coding agents with repository access can investigate issues and prepare fixes for review. Connect through Streamable HTTP and browser OAuth using a Simple Commenter account.
Load testing and synthetic monitoring platform: test with Playwright, Browser Bot, or Protocol Bots.
Prompt evals over MCP: run a prompt on your dataset, score each output 1-5 with an LLM judge.
Agentic code review, no signup to try: reality gates + frontier-model review, with veto.
Benchmark-first release surface with a read-only MCP endpoint and operator CLI.
What is known to be broken in an MCP server or API operation, with the check that found it.
Agent completion verification with defects, corrections, and evidence receipts.
Test an email before it goes out: a disposable address, 41 checks with RFC citations, a fix plan.
99-cent text pressure tests with human-confirmed checkout and paid-result retrieval.
X-Z-CS AI validation with auditable reasoning. 8 active tools; 5 in maintenance. v0.5.64
Point Claude Code, Qwen Code, Cursor, or any MCP client at https://docs.jmeter.ai/api/mcp and your agent answers JMeter questions grounded in this documentation, with a source link for every answer. Free, no API key, no signup.
MYCELIX agent research and read-only MCP verification with verify_mcp_endpoint.
MCP-native AI browser testing for coding agents. Submit a URL + goal, get back action trail, bugs, screenshots, and WebM video your agent patches from directly. 43 tools, 12 AI evaluation personalities, combo tiers with auto-pause-on-bugs, throwaway email + SMS inboxes.
