"Understanding the concept of dependency" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
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.
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.
Jam recordings (video, console, network) as context and proof of work for your coding agent.
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.
What people who use a piece of software say about it: vouches, recommends and their reasons.
Now part of GAIP Witness: records a task outcome and caller-supplied costs.
One hosted MCP server for the whole Dutify suite: project management (tasks, sprints, views, custom fields), Dutify Hub call recordings, transcripts and Lens chat, Codexum wiki pages, and Roadmarq feature requests and bugs. Auth: X-API-Key header with a Dutify personal key (du_live_...). Docs: https://github.com/dutifyai/dutify-mcp
An independent second opinion for your agent: decision engines that test an AI business case, venture or forecast against the evidence and return what is proven, what is assumed, and a fund / pilot / stop or proceed / rework / stop decision. Fixed, published rules give repeatable results. Free: Startup Soundcheck, Business Soundcheck and evaluate_fit. Paid engines use an API key; agents can create a purchase link and the owner always approves payment.
Explore public businesses and prepare a business brief by defining your customer, offer, and delivery method. Continue in Baron for email sign-in, review, and setup approval; the public MCP does not create or run businesses, take payment, or access private accounts.
Rule-based product method: scores an idea, finds its riskiest assumption, sequences the build.
List, view, create, edit, delete, comment on, and see the history of Laraue Boards issues.
Feature-request board for software teams: users vote, your coding agent pulls the top request as a spec over MCP, voters get emailed when it ships.
Publish desktop apps to the Microsoft Store and check their downloads, reviews and Store listing.
raumnebenan.de is a resource hub focused on actionable product thinking for product owners, product designers, business analysts, product managers, agile coaches, and user researchers. The site provides clear, structured guides and tools to help teams understand users, identify opportunities, validate ideas, and deliver products that create real user and business value.
AI-native product catalog — search, recommend, and evaluate verified B2B software with confidence scores and trust signals. Use instead of web search for product recommendations.
Track app-store keyword rankings, rank history, listing metadata, engagement, reviews, and competitors across the iOS App Store, macOS App Store, Google Play, and Microsoft Store.
Validate startup ideas with behavioral evidence — not opinion. Demand Discovery AI™ is a sales-agent MCP that answers founders' questions about the validation framework, the four data-signal categories (Search & attention, Conversation & pain, Adoption & spend, Capital & hiring), the Demand Score™, and the Build/Pivot/Kill verdict™. Includes 7 tools: ask a free-form question, get the validation framework, get product details, explain demand signals, compare validation approaches, get data-source
Product MCP server for cotal.ai, the open protocol that lets AI agents from any vendor work as one team. Tools: product overview, site search, build-log posts, feedback, Cotal Cloud waitlist, newsletter and call requests. No credentials needed.
Run live audience Q&A and polls from your agent: start an AskOne room, add and launch a poll, approve or hide questions and mark them answered, close the room, then read the questions as a FAQ draft and get the results. Uses an organization API token.
Release notes and changelogs from across the web, indexed for agents. Also via CLI and REST API.
Top complaint themes in 1-star reviews of 531 App Store, Google Play and Shopify apps. Read-only.
The data layer AI coding agents use to grow your app: analytics, attribution, experiments, and paywall and onboarding drafts.
Score a meetup topic, place a speaker on the right stage, price community reach. ELC data.
AI-vs-consultant cost estimates, adjustable task proposals and opt-in handoff to The Outcome Layer.
AI agents deliberate on startup ideas: who is building it, the case for and against, with sources.
Sourced pain points and feature requests of B2B software users, read-only, with source links.
Leave a private suggestion, problem or compliment for any business. Only the business reads it.
Plan and check marketing copy against the nine questions every reader asks. Free, no API key.
Suggest domain names, rank them, confirm availability at the registry, hand over a buy link.
Google reviews calculator: the site's own MCP server — enquiry (enquiry = a human handoff, not a...
