"Semantic code navigation tools for AI agents" 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.
Ripplewatch turns Claude or ChatGPT into your competitive analyst. It watches your competitors' pricing, hiring, launches, press and reviews, scores each one with a Momentum number from -100 to +100, and checks it all against your own won and lost deals. Ask who's heating up and why. No dashboard, no new tab.
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.
Task tracker for product teams: projects, features, tasks, bugs, team chats and code context.
A 443-step SaaS launch plan and 958 backlink sources as tools an agent reads, acts on and records.
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 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.
Your career in your AI app: tracked roles, profile, resumes, wins and interview stories.
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.
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.
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.
Jam recordings (video, console, network) as context and proof of work for your coding agent.
AI-moderated voice interviews with your customers, delivering themes and insights
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.
Build surveys, read responses and make reports in SurveyNinja from an AI assistant.
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.
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
CrowdOS lets AI agents run synthetic focus groups over MCP against census-calibrated panels that disagree. MCP on every plan including Free.
App Store and Google Play charts, movers and weak popular apps scored as app ideas, with no key.
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.
AI-vs-consultant cost estimates, adjustable task proposals and opt-in handoff to The Outcome Layer.
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.
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.
Synthetic audiences built from real people. Ask anyone anything before you decide.
App Store & Google Play data for ASO: keywords, rankings, charts, reviews in 100+ countries.
Feature-request board for software teams: users vote, your coding agent pulls top requests over MCP
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.
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).
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.
Create, edit and publish surveys and AI interviews, then read responses and reports.
Connect AI agents to Suggix to manage feedback, roadmap items, changelogs, and users.
