"Tools for Testing in Python and Java" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
ASOMobile MCP server: App Store Optimization data for the iOS App Store and Google Play inside AI agents. 29 tools: keyword research (traffic, competition, suggestions), app keyword indexing, competitors and keyword gaps, top charts and chart history, reviews with rating summaries, Apple Search Ads insights, organic download estimates and Keyword Monitor rank tracking, plus six ASO skills (app audit, keyword research, competitor audit, localization check, review analysis, ASA planning). Remote streamable HTTP with OAuth 2.1 (DCR + PKCE); sign in with your ASOMobile account.
Competitive intelligence MCP server for Claude and ChatGPT. Ripplewatch tracks your competitors' pricing, hiring, product launches, press and reviews, gives each one a Momentum score from -100 to +100, and checks every move against your own won and lost deals. Ask what changed this week, which competitor is heating up, or what is costing you deals, and log a deal just by telling it. Works in any assistant that supports remote MCP.
Your user feedback in your agent: read the inbox, build forms, file issues, open an AI PR. Connect at https://usero.io/mcp/oauth and sign in in your browser, no API key needed. Prefer an API key? Use https://usero.io/mcp with Authorization: Bearer usk_live_... from https://usero.io/profile.
One board for you and your AI: hand tasks to ChatGPT, Claude, Cursor or Codex and get a report back.
Café QR owners ask Claude about sales, orders, best sellers and feedback, and mark dishes sold out.
Task tracker for product teams: projects, features, tasks, bugs, team chats and code context.
Vouch helps founders validate an idea before building: it identifies risky assumptions, provides interview questions, and turns five customer conversations into a yes, no, or not yet verdict.
A 443-step SaaS launch plan and 958 backlink sources as tools an agent reads, acts on and records.
Find products launched since ChatGPT by what they do, see what's trending, and what people said.
Frostbyte is a product planning workspace for founders and small teams who build software with AI coding agents like Claude Code and Codex. It keeps tasks, releases, ideas, user feedback and decisions in one plan. What's Next ranks what to work on, Project Health shows whether the release is on track, and your agent connects over MCP to read the plan and write progress, notes and decisions back.
Read collected App Store and Google Play reviews and bounded feedback statistics.
Launch a product on Noonlaunch from your agent, search its product directory and weekly winners, and browse 333 curated startup launch directories. No API key or account needed to connect.
Your career in your AI app: tracked roles, profile, resumes, wins and interview stories.
Run user and customer interviews with real people from your AI agent, by MCP or REST API. Vetted, fraud-screened participants from a 4M+ consumer panel or your own list. AI moderation that ladders into why. Voice, video or chat in 80+ languages. Findings come back cited to quotes.
Send notes from Claude, ChatGPT or Claude Code to your ThinkSpace inbox and arrange them into cards.
Now part of GAIP Witness: records a task outcome and caller-supplied costs.
Plan automation pilots, estimate illustrative ROI and prioritize workflows. Public, no account.
The beta program platform for hardware and IoT teams, who run structured betas with their own testers. Connect your AI assistant to build tasks and steps, screen applicants, triage tickets, read results and track tester progress. Actions that reach testers return a preview first and take effect only after confirmation. Sign in with OAuth, with read-only or read and write access. Stomio does not recruit testers.
AI job search and tracker: jobs near you and remote, pay vs market, ghost-job risk, resume checker.
Turn vague design requests like "make it pop" into precise design terms and a brief.
Minds is a synthetic market research platform. This MCP server lets ChatGPT, Claude, and Cursor build Audiences from a brief, run durable Studies and Question Blocks, compare segments, and export results. OAuth 2.1 or Minds API key.
Read-only access to saved employee handbooks from AI assistants. List authorized handbooks, browse their contents, search policies, and read source pages with citation links. Uses scoped bearer API tokens and Streamable HTTP. Requires an eligible HandbookHub account. Documentation: https://handbookhub.com/mcp
Run your Shopify store with AI: drafts you approve, what to fix, and how your store is doing.
Launch a product on Noonlaunch, search its directory and weekly winners, and find 333 launch sites.
AI-moderated voice interviews with your customers, delivering themes and insights
App Store research: new winning apps, chart risers, revenue figures, complaints and Meta ads.
Jam recordings (video, console, network) as context and proof of work for your coding agent.
Edit, translate, narrate, publish and analyze AtriumKit interactive demos from any MCP client.
Explore your user test data, summarize feedback, and uncover actionable insights faster. Ask questions about tests, participants, tasks, and findings in plain language.
Timeline maker and visualizer. Interactive timelines on your Time.Graphics account: events, periods, BC dates, sharing, export.
Build surveys, read responses and make reports in SurveyNinja from an AI assistant.
Manage Nitrozen.io changelog projects, entries and API tokens from any MCP client.
Forms and surveys on your own pages, from quote requests to NPS. Pay per action.
Validate SaaS and app ideas with real, managed ad tests from your coding agent.
Read Hoot Lens recordings, replays, heatmaps, funnels and findings with your own account.
Split a job into work AI can do now, work AI drafts for a person to approve, and work for a person.
See how competitors position a product before you write ads.
Manage FeatureOS feedback boards, roadmaps, changelogs and help-center articles from any MCP client.
What people who use a piece of software say about it: vouches, recommends and their reasons.
Read, search, analyze and draft replies to App Store and Google Play reviews (OAuth sign-in).
