Ext Ops Panel
Open dashboard

PreVibe

Validate your SaaS idea with market research before you build it.

MCP server · by previbe.io

About

PreVibe is an MCP server published by previbe.io. Marketplaces we read that list it: 1 (Official MCP Registry). We first saw it on 2026-10-11 and have recorded no change since. As of our marketplace pass on 2026-10-13.

What it asks for

  • Runs remotely

None of the marketplaces we read publishes its tools or the settings it asks for.

What it declares, asks for and runs, in full

Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.

Works with

  • Claude Code
  • Codex
  • Cursor
  • VS Code
  • Copilot CLI

A one-click link opens the client, which asks you to confirm before it adds the server.

From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.

Connect

Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.

As a remote MCP server

Built from what Official MCP Registry declares.

Claude CodeTerminal
claude mcp add --transport http previbe https://previbe.io/api/mcp
Codex~/.codex/config.toml
[mcp_servers.previbe]
url = "https://previbe.io/api/mcp"
Cursor~/.cursor/mcp.json
{
  "mcpServers": {
    "previbe": {
      "url": "https://previbe.io/api/mcp"
    }
  }
}

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Official MCP Registry (Open the registry record) Listed 3.4.1 No figure published Not marked

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

What changed

Nothing has moved on this plugin since we started watching it.

Similar plugins

Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.

  • BEFOREVIBE

    PRD, logo, and AI UI mockups from any app idea — PRD free, logo 1 credit, screens 1 credit each.

    by beforevibe.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • DDMarketer

    Find and validate SaaS ideas from real user complaints, scored for commercial intent.

    by CodePhantom-1 · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • FounderPulse

    Your AI assistant reads today's one action to find customers, your context, and logs results.

    by founder-pulse.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Launch Engine — Business Execution OS

    Agentic pipeline — 39 tools from idea to revenue for solo founders.

    by ZionHopkins · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Ideabob Validation

    Score, validate, and pressure-test startup ideas with AI from Claude or any MCP agent.

    by foodyogi · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • foundersignal io.github.carlosalvite/foundersignal

    Find SaaS ideas worth building. Revenue data, growth signals and pain points from 10+ sources.

    by carlosalvite · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • VibeHacker

    Product Hunt for AI tools. Search, submit, upvote from Claude Code or Cursor.

    by vibe-hacker · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • validation io.github.crewhaus/validation

    AI startup idea validation by a specialized 9-agent crew.

    by crewhaus · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • founder io.github.Autostackup/founder

    Sales, marketing, HR + launch playbook, weekly briefing & investor pitch — all in one Claude server.

    by Autostackup · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • public ai.colaunched/public

    Business ideas from real public demand, scored with dated evidence. No account needed.

    by colaunched.ai · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Similar plugins by marketplace

The same question asked of one marketplace at a time: is there an analog of this plugin there?

Has a listing on Claude Code: claude-plugins-community (5)
  • saas-toolkit

    The complete Claude Code toolkit for SaaS founders. 15 skills and 4 agents covering the full development cycle - from spec to launch. Build with Next.js, Supabase Auth, Vercel…

    by dangogit · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • cofounders

    AI co-founder toolkit — ROI calculator, market intel, GTM playbook, pitch prep, investor materials, and social marketing. Built for founders who think in numbers.

    by asaferdman23 · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • voltaire

    Revenue intelligence for SaaS paywall conversion. Voltaire connects Stripe data, installs behavioral tracking into the codebase, and runs three AI agents on every /voltaire…

    by voltairehq · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • saas-corpus

    A citation-backed knowledge base of how real B2B SaaS companies were actually built. Adds 153 entries to Claude Code: 25 company case studies (Figma, Stripe, Linear, Notion…

    by Starbuck245 · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • closedloop-skills

    AI Product Discovery skills for Claude Code, powered by ClosedLoop AI. Deep-dive into any topic against all your product insights — every customer quote, pain point, business…

    by closedloop-ai-org · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

Has a listing on Claude Code: claude-plugins-official (5)
  • lovable

    Build, iterate on, deploy, and manage Lovable apps from Claude Code. Bundles the official Lovable MCP server (remote, OAuth 2.1) and adds focused commands for the common…

    by lovablelabs · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

  • RevenueCat

    Configure RevenueCat projects, apps, products, entitlements, and offerings directly from Claude Code. Manage your in-app purchase backend without leaving your development workflow.

    by RevenueCat · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · Describes nearly the same job

  • pigment

    Analyze business data and build custom Pigment models, metrics, and boards through natural language.

    by gopigment · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • noibu

    Built for ecommerce, the Noibu plugin bridges the gap between customer experience and revenue by connecting Claude directly to your store's session, error, and conversion data…

    by Noibu · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • Pendo Analytics

    Bring Pendo product analytics into Claude Code: account health, feature adoption, session replay lookup and triage, feedback analysis, and data-informed planning grounded in real…

    by pendo-io · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describes nearly the same job

Has a listing on Claude: knowledge-work-plugins (5)
  • Product Management

    Write feature specs, plan roadmaps, and synthesize user research faster. Keep stakeholders updated and stay ahead of the competitive landscape.

    by Anthropic · Plugin bundle

    Listed on: Claude: knowledge-work-plugins · Describes nearly the same job

  • Product Tracking

    AI agent skills that make SaaS products data-ready for product analytics — from codebase scan to tracking plan to working instrumentation code.

    by Accoil · Plugin bundle

    Listed on: Claude: knowledge-work-plugins · Describes nearly the same job

  • Small Business

    Pre-built small business workflows to help you run and grow your business. Supports a majority of the tools you already use. You approve every step that touches money or…

    by Anthropic · Plugin bundle

    Listed on: Claude: knowledge-work-plugins · Describes nearly the same job

  • noibu

    Built for ecommerce, the Noibu plugin bridges the gap between customer experience and revenue by connecting Claude directly to your store's session, error, and conversion data…

    by Noibu · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

  • Pendo Analytics

    Bring Pendo product analytics into Claude Code: account health, feature adoption, session replay lookup and triage, feedback analysis, and data-informed planning grounded in real…

    by pendo-io · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins · Describes nearly the same job

Has a listing on Codex: openai-curated (openai/plugins) (5)
  • Product Design

    The Product Design plugin is built for turning early ideas into prototypes teams can review. It starts design and build work by confirming the brief, then helps teams explore…

    by OpenAI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Stripe

    Develop your payments integration faster with the ability to create products, prices, and payment links directly in ChatGPT. Run your business from ChatGPT with the ability to…

    by Stripe · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • PostHog

    PostHog gives your AI agent direct access to your product analytics, feature flags, experiments, error tracking, surveys, logs, and LLM analytics. Ask questions about your data…

    by PostHog Inc. · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Shopify

    Shopify for ChatGPT makes store building and management as easy as having a conversation. Effortlessly connect your existing store or create a new online store by describing your…

    by Shopify · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Data Analytics

    Answer product and business questions with data

    by Data Analytics Maintainers · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

Has a listing on Community GitHub marketplaces (5)
  • FastMCP seed raise pipeline tracker — syncs from Obsidian CRM, generates meeting

    FastMCP seed raise pipeline tracker — syncs from Obsidian CRM, generates meeting prep, tracks…

    by adelaidasofia · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

  • Cofound

    MCP-native co-founder directory your AI agent searches, screening inbound pitches for you.

    by cofoundagent.ai · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

  • Rapidly

    Test the idea before you build it. Rapidly turns an idea into a Lean Canvas, a measurable hypothesis and Pretotyping experiments, then returns a build prompt for the smallest test…

    by Exponentially · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • Layers Marketing MCP

    The growth endpoint a coding agent calls to run growth for a product: onboarding, the competitive map, what to post, the plan, the persona, the render, delivery, the review, paid…

    by Layers · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • AIOProductOS MCP

    AIOProductOS: revenue, feedback, work and analytics on one customer record. 71 tools, 3 apps.

    by aioproductos.com · MCP server

    Listed on: Official MCP Registry, Community GitHub marketplaces · Describes nearly the same job

Has a listing on Copilot CLI: github/awesome-copilot (5)
  • pm-skills

    MCP server and 12 skills for product analysis, specification writing, strategy, narrative, and stakeholder alignment. Run competitive analyses, write zero-question specs, design…

    by Avyayalaya · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • stripe

    Accept payments and grow your business. Stripe's agent plugin includes best practices, upgrade guidance, and our MCP server.

    by stripe · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • figma

    Figma design platform integration. Access design files, extract component information, read design tokens, and translate designs into code. Bridge the gap between design and…

    by figma · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Official MCP Registry, Claude: knowledge-work-plugins, Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • feedback-themes

    Explore grouped customer feedback signals by impact and drill into a theme to guide product next steps.

    by Aaron Powell · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • dataverse

    Build and manage Microsoft Dataverse solutions using natural language. Includes table/column creation, solution lifecycle, data operations, and MCP server configuration.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

Has a listing on Copilot CLI: github/copilot-plugins (5)
  • microsoft-365-agents-toolkit

    Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • canvas-apps

    Build Power Apps Canvas Apps using the Canvas Authoring MCP server.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • model-apps

    Build and deploy Power Apps generative pages for model-driven apps with specialist agents for planning, entity creation, and parallel code generation. Requires PAC CLI >= 2.7.0…

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • code-apps-preview

    Build and deploy Power Apps code apps using React, Vite, and Power Platform connectors.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • mcp-apps

    Generate MCP App widgets for MCP tools. Produces self-contained HTML widgets using the MCP Apps protocol.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

Has a listing on Cursor: cursor/plugins (5)
  • PostHog MCP

    Work with PostHog from chat: query product analytics and run SQL, manage feature flags and experiments, triage error tracking issues, and review session replays, surveys, and…

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Typeform

    Build forms, analyze responses, and manage contacts.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Guru

    Search company knowledge and draft verified answers.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Statsig

    Inspect and manage feature gates, experiments, dynamic configs, and metrics.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Salesforce (Headless 360, Beta)

    Manage records, users, and org setup across Salesforce.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

Has a listing on Docker MCP Catalog (5)
  • HubSpot

    Unite marketing, sales, and customer service with AI-powered automation, lead management, and comprehensive analytics.

    by docker · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • OpenMesh

    Discover and connect to a curated marketplace of MCP servers for extending AI agent capabilities.

    by docker · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • OSP Marketing Tools

    A Model Context Protocol (MCP) server that empowers LLMs to use some of Open Srategy Partners' core writing and product marketing techniques.

    by open-strategy-partners · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Kagi Search

    The Official Model Context Protocol (MCP) server for Kagi Search & other tools.

    by kagisearch · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Close

    Streamline sales processes with integrated calling, email, SMS, and automated workflows for small and scaling businesses.

    by docker · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

Has a listing on Official MCP Registry (5)
  • BEFOREVIBE

    PRD, logo, and AI UI mockups from any app idea — PRD free, logo 1 credit, screens 1 credit each.

    by beforevibe.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • DDMarketer

    Find and validate SaaS ideas from real user complaints, scored for commercial intent.

    by CodePhantom-1 · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • FounderPulse

    Your AI assistant reads today's one action to find customers, your context, and logs results.

    by founder-pulse.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Launch Engine — Business Execution OS

    Agentic pipeline — 39 tools from idea to revenue for solo founders.

    by ZionHopkins · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Ideabob Validation

    Score, validate, and pressure-test startup ideas with AI from Claude or any MCP agent.

    by foodyogi · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.

Is this your plugin?

Add it to your projects and prove you maintain it with a file in its repository, a file on your domain or a DNS record. You get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.

Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built