"Tips for Improving Programming Skills" 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.
Task tracker for product teams: projects, features, tasks, bugs, team chats and code context.
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.
One board for you and your AI: hand tasks to ChatGPT, Claude, Cursor or Codex and get a report back.
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.
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.
Run your Shopify store with AI: drafts you approve, what to fix, and how your store is doing.
Jam recordings (video, console, network) as context and proof of work for your coding agent.
Spec-driven development for AI coding agents: live requirements, stories and traceability over MCP
Split a job into work AI can do now, work AI drafts for a person to approve, and work for a person.
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
Mobile app analytics for your agent, in plain words. Ask how your iOS and Android apps are doing: live activity from Apparent's SDK, App Store Connect, Google Play and RevenueCat reviews and sales, ads, and why a number moved. Every tool is read-only. Connect with a personal token (Authorization: Bearer apt_...) made on Apparent's Connect page under Your agents. 14 days free, plans from $10. Home: https://apparent.fyi?ref=glama
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.
Product context for AI agents: evidence, opportunities, initiatives, and decisions.
App Store & Google Play data for ASO: keywords, rankings, charts, reviews in 100+ countries.
Shared canvas for AI-assisted product design, visual feedback and interactive prototypes. Browser sign-in (OAuth) required. Website: https://enhancelabs.ai. Docs: https://app.enhancelabs.ai/docs.
Feature-request board for software teams: users vote, your coding agent pulls top requests over MCP
AI-native customer research and AI usability testing. Search customer feedback and full conversation transcripts; get themes, ratings, recommendations and quotes; compare projects and trends; generate charts. Plan, review and launch AI usability tests on any public URL or design and get prioritized issues with paste-ready fix prompts for coding agents. OAuth 2.0 with dynamic client registration; sign in with a TheySaid account (free plan available).
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.
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.
Verified data on 8,000+ AI tools for any AI assistant: live status, pricing reality, user sentiment, viability, and alternatives, every answer carries a last-verified date. Free, read-only, no auth.
Search reviewed free tools, submit for review, run launch checks, and find launch directories.
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.
An MCP endpoint for connecting with Fikra API
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.
Validate startup ideas with real people asking for them, each quote linked to its source.
Release notes and changelogs from across the web, indexed for agents. Also via CLI and REST API.
Product search for AI shopping agents: prices and buy links from big retailers. No key needed.
Human know-how for AI agents: rules, reasons and checks for design, code, product and writing.
Draft consumer market-research questionnaires for packaging, concepts, pricing and more.
The growth team for new products: plan, approve and measure growth for what you just built.
Order a paid human usability review of a web app and fetch the result. A vetted person uses your app for 8-12 minutes on video, narrating every doubt, and you get a fix brief your coding agent can act on. Tools: create_order (returns a Stripe Checkout link the user pays in the browser), get_order_status, get_fix_brief, list_orders. Needs a FeedbackQueue API key as a Bearer token.
Decision planning tool for a weighted decision matrix.
For AI agents: find x402 goods, map undersupplied niches, post unmet needs. Free and paid tiers.
Live App Store and Google Play data: app details, reviews, search, top charts for 175+ storefronts.
Analyse App Store and Google Play reviews in Claude: counts, trends and real quotes for any app.
Free bar for digital product briefs: your model judges, open rules and code score it.
AI competitive intelligence: competitor pricing, features, reviews and news for B2B SaaS.
