"An explanation or exploration of reasoning" matching MCP connectors:
GET /v1/connectors – MCP directory API referenceMatching Connector Tools:
A 349-step SaaS launch plan and 958 backlink sources as tools an agent reads, acts on and records.
One board for every AI you use: agents claim tasks and finish with proof you accept or return.
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.
Validate a product idea with real ad traffic from your coding agent. Create an idea, draft the brief and ad creative, and read the market read without leaving Claude Code, Codex, or OpenCode. 18 tools, all read-or-prepare; no tool can spend money. Docs: https://www.idea-launch.io/mcp
Read your Usero feedback inbox and clusters, file feedback, build forms, and open an AI PR.
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.
An agent-friendly API for product changelogs. A unified registry via CLI, API, or MCP.
Explore Upforge services and evidence, or submit a prototype for a human-approved static fit check.
See what an MCP connector can do for your business, get a scenario map, book a consultation.
Audit any App Store or Google Play listing: measured ranks, keyword gaps, draft copy. Read-only.
Build, inspect and read adaptive A/B tests. Config travels in the URL; no account or API key needed.
A directory of product launch platforms: where your product qualifies and how each form is filled.
Venture Insights' free Concept Diagnostic, requested by an AI assistant for a founder.
Create and edit roadmaps with JSON or markup; share edit and view links from AI agents.
Score, validate, and pressure-test startup ideas with AI from Claude or any MCP agent.
Appbot has analysed App Store and Google Play reviews for over a decade, across every category and language. The AI behind this connector is trained on our corpus of 400M+ real reviews. Connect your App Store and Google Play apps, and Claude queries your review data directly instead of working from raw text. MCP access is included on Appbot's Large and Premium plans.
Your product team's shared strategic memory — an MCP server your AI tools reason over.
Research companies with an AI advisor, run vendor comparisons, and generate ranked business ideas.
OpenRevenue analytics MCP: projects, stats, visitors, funnels, and goals via API key or OAuth.
