ai.colaunched/public
Business ideas from real public demand, scored with dated evidence. No account needed.
MCP server · by colaunched.ai
About
ai.colaunched/public is an MCP server published by colaunched.ai. 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 2026-10-12.
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 mcp add --transport http public https://mcp.colaunched.ai/public
[mcp_servers.public]
url = "https://mcp.colaunched.ai/public"
{
"mcpServers": {
"public": {
"url": "https://mcp.colaunched.ai/public"
}
}
}
Where it is published
| Marketplace | Status | Version | Figures | Verified | First seen |
|---|---|---|---|---|---|
| Official MCP Registry (Open the registry record) | Listed | 1.1.0 | 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.
-
Score, validate, and pressure-test startup ideas with AI from Claude or any MCP agent.
-
ideation ai.actwise/ideation
Actwise Ideation helps founders benchmark startup and product ideas before they build.
-
Validate startup ideas with real people asking for them, each quote linked to its source.
-
Validate startup ideas with your AI assistant through Startup Ignition ToolSuite.
-
Market research and competitive intelligence for startup ideas - every finding source-linked.
-
Find and validate SaaS ideas from real user complaints, scored for commercial intent.
-
Read-only ProvenTools business ideas, evidence, build prompts, and validation reports.
-
StartupHub MCP — wraps the StartupHub.ai private-market API (startuphub.ai)
-
AI co-founder toolkit — ROI calculator, market intel, GTM playbook, pitch prep, investor materials, and social marketing. Built for founders who think in numbers.
-
AI agent for business strategy and business design — run strategy missions and 15 analyses.
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)
-
AI co-founder toolkit — ROI calculator, market intel, GTM playbook, pitch prep, investor materials, and social marketing. Built for founders who think in numbers.
-
Executive intelligence layer for solo founders — adversarial plan review, structured market research, and professional external-facing document production across an AI-powered…
-
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…
-
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…
-
This Plugin acts as a data analyst agent. The goal is to minimize costs as much as possible for early stage startups, so they can make informed decisions at a lower cost.
Has a listing on Claude Code: claude-plugins-official (5)
-
Analyze business data and build custom Pigment models, metrics, and boards through natural language.
-
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…
-
Government contracting research and capture workflows in Claude: opportunity and pipeline briefs, bid/no-bid and competitor analysis, price-to-win and proposal prep, powered by…
-
Configure RevenueCat projects, apps, products, entitlements, and offerings directly from Claude Code. Manage your in-app purchase backend without leaving your development workflow.
-
Prospect, enrich leads, load outreach sequences, and query sales analytics with Apollo.io — one-click MCP server integration for Claude Code and Cowork.
Has a listing on Claude: knowledge-work-plugins (5)
-
Write feature specs, plan roadmaps, and synthesize user research faster. Keep stakeholders updated and stay ahead of the competitive landscape.
-
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…
-
Government contracting research and capture workflows in Claude: opportunity and pipeline briefs, bid/no-bid and competitor analysis, price-to-win and proposal prep, powered by…
-
Accelerate design workflows — critique, design system management, UX writing, accessibility audits, research synthesis, and dev handoff. From exploration to pixel-perfect specs.
-
Create content, plan campaigns, and analyze performance across marketing channels. Maintain brand voice consistency, track competitors, and report on what's working.
Has a listing on Codex: openai-curated (openai/plugins) (5)
-
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…
-
Explore campaign ideas, concept images, mood boards, product placements, ad directions, listing images, social posts, and launch assets.
-
Answer product and business questions with data
-
Build web apps with frontend asset design, browser testing, UI components, payments, and database guidance.
-
Build with OpenAI APIs, Agents SDK, and ChatGPT Apps, and create and save OpenAI API keys from Codex.
Has a listing on Community GitHub marketplaces (5)
-
Run growth marketing, SEO and AI answer-engine visibility for a product through AfterLaunch over MCP. Reads a ranked backlog of prepared, ready-to-ship growth moves.
-
FastMCP seed raise pipeline tracker — syncs from Obsidian CRM, generates meeting
FastMCP seed raise pipeline tracker — syncs from Obsidian CRM, generates meeting prep, tracks…
-
Prospect, enrich leads, load outreach sequences, and query sales analytics with Apollo.io — one-click MCP server integration for Claude Code and Cowork.
-
Comprehensive development workflow for building AI agents with the Atomic Agents framework. Includes specialized agents for schema design, architecture planning, code review, and…
-
Use Amplitude as an expert analyst — instrument Amplitude, discover product opportunities, analyze charts, create dashboards, manage experiments, and understand users and accounts.
Has a listing on Copilot CLI: github/awesome-copilot (5)
-
MCP server and 12 skills for product analysis, specification writing, strategy, narrative, and stakeholder alignment. Run competitive analyses, write zero-question specs, design…
-
Explore grouped customer feedback signals by impact and drill into a theme to guide product next steps.
-
Task Researcher and Task Planner for intermediate to expert users and large codebases - Brought to you by microsoft/edge-ai
-
Three-layer verification pipeline for AI output. Extracts claims, finds sources, and flags hallucination risks so humans can verify before acting.
-
7 specialized agents covering the full software development lifecycle from UX design and architecture to security and DevOps.
Has a listing on Copilot CLI: github/copilot-plugins (5)
-
Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.
-
workiq
Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.
-
Build Power Apps Canvas Apps using the Canvas Authoring MCP server.
-
workiq-productivity
WorkIQ productivity skills powered by the local WorkIQ CLI — read-only insights across email, meetings, calendar, Teams, SharePoint, projects, and people.
-
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…
Has a listing on Cursor: cursor/plugins (5)
Has a listing on Docker MCP Catalog (5)
-
A Model Context Protocol (MCP) server that empowers LLMs to use some of Open Srategy Partners' core writing and product marketing techniques.
-
Discover and connect to a curated marketplace of MCP servers for extending AI agent capabilities.
-
AI assistant for ingested content with anonymous access.
-
The Official Model Context Protocol (MCP) server for Kagi Search & other tools.
-
Connector for Perplexity API, to enable real-time, web-wide research.
Has a listing on Official MCP Registry (5)
-
Score, validate, and pressure-test startup ideas with AI from Claude or any MCP agent.
-
ideation ai.actwise/ideation
Actwise Ideation helps founders benchmark startup and product ideas before they build.
-
Validate startup ideas with real people asking for them, each quote linked to its source.
-
Validate startup ideas with your AI assistant through Startup Ignition ToolSuite.
-
Market research and competitive intelligence for startup ideas - every finding source-linked.
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.