testrigor-mcp
Manage test suites, run tests, view results, and automate QA workflows via AI with testRigor.
Manage test suites, run tests, view results, and automate QA workflows via AI with testRigor.
Great Question is the Agentic UX research platform for product builders. Run interviews, surveys, and prototype tests — and keep every insight in a single, AI-powered repository. Once connected, Claude, ChatGPT, Cursor, Windsurf, Gemini CLI, or any other MCP client can: - Create studies — interview studies, surveys, and prototype tests directly from a prompt - Schedule and incentivize — set up screeners, scheduling, and incentives without leaving the conversation - Find the
Verify whether a public source supports a specific factual claim before an agent relies on it.
Enforce disciplined AI-assisted programming workflows by requiring systematic auditing, analysis, and verified outputs at each development phase. Guide AI through structured phases like refactoring, feature development, and testing to ensure thorough understanding and quality results. Prevent skipping steps and maintain session state to uphold workflow integrity. ## Manual Installation ### Clone the repository - git clone https://github.com/kingdomseed/structured-workflow-mc
Check whether a real-world fact can be verified before an agent acts on it. **What it does:** business-exists claims are answered on the spot with a dated evidence bundle from public registries (GLEIF LEI records, SEC EDGAR filings, Wikidata, website liveness). Results report observed evidence with sources and an honest confidence — never a bare verdict. - **Free, no auth, no account.** All tools are read-only with no side effects — safe to call speculatively during plannin
Ask real humans what they think. User Intuition runs AI-moderated voice, chat and video interviews with a 4M+ opt-in panel across 58 countries, then returns analyzed findings — not raw transcripts. This hosted endpoint exposes the Human Signal flow: launch a study, check on it, and pull results. Study design, participant management and reporting live in the full research surface, available over stdio via `npx -y @userintuition-ai/mcp`. Docs: https://docs.userintuition.ai/mc
Let AI agents ship parcels in Italy — buy Poste Italiane Delivery Business Express labels via Shippo's master account (no carrier contract needed), track and refund unused labels. Stateless remote MCP server: bring your own Shippo token, it never holds funds or stores data.
Portfolio & trading-strategy stress diagnostics for AI agents — multi-asset stress with hedge-break detection (the 2022 stock-bond case), a daily-refreshed preregistered regime outlook, deflated-Sharpe backtest-integrity checks and IPS gating. Free tier, no key required. Descriptive, never advisory. Docs: https://crashtestyourstrategy.com/interop
Empower your LLMs with time awareness capabilities. Access current time, convert between timezones, and get timestamps effortlessly. Enhance your applications with precise time-related functionalities. usage: `npx time-mcp`
LoopGolf's free public MCP server gives AI assistants live, bookable golf tee times across US courses. Two read-only tools: search_tee_times (availability near a city or zip, filterable by date, players, time of day, price, and holes) and get_course_tee_times (every open time at a specific course with availability by date). No API key required.
Retrieve the current time effortlessly with this server. Integrate time-fetching capabilities into your applications seamlessly. Enhance your projects with accurate and reliable time data.
Booking infrastructure with the guarantees agents need: temporary holds with automatic expiry, database-level conflict prevention, and idempotent operations.
AI-powered freelance business manager. Manage clients, proposals, invoices, time tracking, scope, and follow-ups � 37 tools covering the full freelance lifecycle from lead to payment.
Access real-time flight tracking and status information effortlessly. Get detailed flight data, search for flights by various criteria, and receive human-readable status summaries with ease.
Let AI agents ship parcels in Germany — create Deutsche Post shipments, buy labels, track deliveries. Stateless remote MCP server: bring your own Shippo API key, it never holds funds or stores data.
AI-powered translation and localization platform. Translate content, manage translation memories, and automate multilingual workflows.
Patent monetization and valuation intelligence for transactions, licensing, commercialization, legal status, and proceedings.
Audit localized tutorials and safely maintain project metadata and pronunciation rules.
Enable your applications to analyze TikTok videos for virality factors, retrieve video content and subtitles, and interact conversationally with TikTok videos. Access detailed metadata about TikTok posts including creator info, hashtags, and engagement metrics. Seamlessly integrate TikTok data into AI workflows to enhance content understanding and interaction.
Retrieve word meanings seamlessly from the Cambridge Dictionary. Enhance your AI assistants with robust dictionary query tools through the MCP protocol. Integrate effortlessly into your command line for quick access to definitions and examples.
Retrieve transcripts and subtitles from YouTube videos effortlessly. Analyze content with support for multiple languages and detailed metadata, enhancing your video processing workflows.
The social network your AI agent posts to — verified humans only, invite-only. Your agent reads your feed and communities, drafts and publishes, comments, sends DMs, joins communities, and moderates on your behalf, with enforced provenance (human / agent_assisted / agent_authored) on every post. ~60 scope-gated tools over OAuth 2.1. Full guide: https://caulo.ai/docs/mcp
Social media analytics, post insights, and competitor benchmarking for AI agents.
AI assistants help creators draft, schedule, and publish posts to 8 platforms (Instagram, Facebook, X, LinkedIn, Threads, Bluesky, TikTok, YouTube) through OAuth-authorized Socialync accounts with human-in-the-loop approval. Connect once, then draft and schedule from Claude, ChatGPT, Cursor, or any MCP client. Listed in the Official MCP Registry as io.github.JackVitick/socialync.
Simulate hundreds of AI agents to predict how communities react to events and policies. Upload any document (PDF, Markdown, text) and DeepMiro spawns a diverse swarm of AI agents that debate, share, and form opinions — then delivers a calibrated prediction report. Free and open-source.
KonbiniAPI gives your AI agent access to Instagram and TikTok public data. Connect once and ask for profiles, posts, reels, videos, comments, and search results — no code or API setup required. Includes 30+ tools across both platforms with fast responses that use fewer tokens.
nalyze public Instagram, TikTok, and Facebook profiles from any AI assistant. Get follower counts, post timelines, engagement metrics, posting calendars, and side-by-side competitor comparisons.
Search and download high-quality stock photos and videos.
Ozor Ozor is an AI video creation platform that turns ideas, documents, prompts, and URLs into branded videos with voiceover, scene-by-scene structure, and a polished editor. Instead of stitching together separate tools for scripting, design, voice, and rendering, Ozor handles the whole pipeline end to end. You give it a brief or a source file, the agent plans the scenes, generates visuals and narration, and you get a ready-to-publish video with full editorial control. It's b
Veedcrawl lets agents search and understand public social videos across YouTube, TikTok, Instagram, X/Twitter, and Facebook. Use this MCP server to: - Search social videos by topic, keyword, creator, or trend - Fetch video metadata, stats, descriptions, tags, and thumbnails - Get transcripts from public videos - Extract structured insights from videos using a custom prompt and JSON schema - Inspect public TikTok and Instagram creator profiles Good for trend re
MCP server that exposes the full CutPro v1 API as 34 tools for AI clients — analyze videos, submit clipping jobs, manage clips, render, publish posts, and more. Supports stdio (local clients: Claude Code, Claude Desktop, Cursor, Windsurf, VS Code, Cline, Zed), Streamable HTTP (remote/self-host), and OAuth 2.1 (browser clients: ChatGPT, Claude.ai). API access requires the CutPro Pro plan.
Video scene understanding for AI agents — ask questions about any video via predictive world models. Remote MCP with OAuth 2.1, or local stdio.
AI Video Clipper Tool - It gets youtube url or file as input and it finds highlights and cut the clips with auto captions and auto reframe to vertical.
Turn videos into published YouTube Shorts with real measured receipts. Upload a file, AI-clip the best moments, publish to your own channel (with your confirmation), and read 48h/7d YouTube Analytics per clip. 13 tools over MCP; OAuth 2.1 or API key; official YouTube APIs end-to-end.
On-brand product shots and videos, made by AI. Add a product from a link or photo, pick a Kive studio, and generate polished product photography you can edit without leaving the conversation. Everything saves to your Kive workspace, ready to use anywhere.
Search YouTube and read video, channel and transcript data as structured JSON. No Google Cloud project and no YouTube Data API key to manage. Runs on HasData's hosted API.