"An overview of knowledge graphs" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
Your career in your AI app: tracked roles, profile, resumes, wins and interview stories.
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
Jam recordings (video, console, network) as context and proof of work for your coding agent.
Now part of GAIP Witness: records a task outcome and caller-supplied costs.
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.
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.
What people who use a piece of software say about it: vouches, recommends and their reasons.
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.
CrowdOS lets AI agents run synthetic focus groups over MCP against census-calibrated panels that disagree. MCP on every plan including Free.
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.
Product context for AI agents: evidence, opportunities, initiatives, and decisions.
Rule-based product method: scores an idea, finds its riskiest assumption, sequences the build.
A 361-step SaaS launch plan and 958 backlink sources as tools an agent reads, acts on and records.
List, view, create, edit, delete, comment on, and see the history of Laraue Boards issues.
An MCP endpoint for connecting with Fikra API
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
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.
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.
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.
Understand how AI platforms represent their brand, identify visibility gaps and growth opportunities.
cotal.ai actions: product overview, site search, build log, feedback, Cloud waitlist, updates, calls
Estimate development costs and hours, scope an MVP, and write a PRD with user stories and specs.
Exact A/B test sample size, duration, z-test, chi-square, Fisher-Freeman-Halton and peeking risk.
Top complaint themes in 1-star reviews of 531 App Store, Google Play and Shopify apps. Read-only.
AI agents use your app like your users, in real browsers, and report what is broken or confusing.
Brand reviews from a public website and an optional product document.
