Ext Ops Panel
Open dashboard

startup-scout

Tracks Y Combinator, Product Hunt, and recent VC funding rounds to identify promising early-stage startups in a specific sector.

Plugin bundle · by Research Ops

About

startup-scout is a plugin bundle for AI coding tools published by Research Ops. Marketplaces we read that list it: 1 (Community GitHub marketplaces). We first saw it on 2026-10-21 and have recorded no change since. As of our marketplace pass on 2026-10-23.

What it asks for

  • Installs as a plugin bundle

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

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 Claude Code plugin

Built from what Community GitHub marketplaces declares.

Claude CodeInside a Claude Code session
/plugin marketplace add hoangsonww/ai-news-briefing
/plugin install startup-scout@ai-news-briefing-ecosystem

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Community marketplace hoangsonww/ai-news-briefing (Open the source on GitHub) Listed 1.0.0 Forks (GitHub): 20
Stars (GitHub): 44
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.

Listed in one community marketplace
MarketplaceRepositoryStars (GitHub)
ai-news-briefing-ecosystem hoangsonww/ai-news-briefing 44

Which marketplaces we read and how we check them

What the bundle contains

As published on Community GitHub marketplaces.

Skills: 1

  • scout-startups

What changed

  1. Became a product we track
  2. Community GitHub marketplaces: appeared

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.

  • StartupMKT — Startup Discovery & Marketplace

    Discover startups & AI tools, browse micro-SaaS for sale, and track verified startup funding.

    by startupmkt.com · MCP server

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

  • StartupHub.ai

    Funding rounds, AI startup and investor search, email discovery, agent-readiness. No API key.

    by startuphub.ai · MCP server

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

  • InvestorMatch (public, no sign-in)

    Search InvestorMatch's public directory of VC investors and fundraising guides. No sign-in needed.

    by investormatch.pro · MCP server

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

  • painspotter ai.painspotter/painspotter

    AI-analyzed startup opportunities from Reddit, Hacker News & Product Hunt, with commercial scores.

    by painspotter.ai · MCP server

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

  • curiosity-stack

    Curiosity Stack turns any technology signal, market theme, or global event into a structured 6-layer value chain breakdown — through Socratic conversation, not summaries. Each…

    by ameya85 · Plugin bundle

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

  • deal-tools com.raised500/deal-tools

    Live index of startups that just raised funding, verified daily. Recent raises, lookups, stats.

    by raised500.com · MCP server

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

  • SENTn Opportunity Intelligence

    Search and retrieve SENTn public software opportunity snapshots for founders and AI agents.

    by sentn.app · MCP server

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

  • Signed Investors

    Search Signed's public angel investor directory by sector, check size, or keyword. No login needed.

    by signed.com · MCP server

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

  • Startuphub

    StartupHub MCP — wraps the StartupHub.ai private-market API (startuphub.ai)

    by pipeworx-io · MCP server

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

  • aVenture

    Research private companies, founders, investors, funding rounds, and news with aVenture

    by aventurevc · 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)
  • curiosity-stack

    Curiosity Stack turns any technology signal, market theme, or global event into a structured 6-layer value chain breakdown — through Socratic conversation, not summaries. Each…

    by ameya85 · Plugin bundle

    Listed on: Claude Code: claude-plugins-community, Community GitHub marketplaces · 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

  • venture-capital-intelligence

    9 skills for venture capital intelligence. 3 run on pure Claude reasoning. 6 run Claude + Python for deterministic outputs — screening startups, modeling financials, sizing…

    by isanthoshgandhi · Plugin bundle

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

  • reo-dev-your-developer-gtm-copilot

    Prospect with Reo directly inside Claude. Access real-time developer activity, technographics, job signals, and buyer intelligence — all in one place. Understand which accounts…

    by reodotdev · 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

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

    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…

    by GovTribe · Plugin bundle

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

  • nimble

    Nimble web data toolkit — search, extract, map, crawl the web and work with structured data agents

    by Nimbleway · Plugin bundle

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

  • brightdata-plugin

    Web scraping, Google search, structured data extraction, and MCP server integration powered by Bright Data. Includes 7 skills: scrape any webpage as markdown (with bot…

    by brightdata · Plugin bundle

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

  • youdotcom-agent-skills

    You.com agent skills for web search, research with citations, and content extraction. Guided integrations for Vercel AI SDK, Claude Agent SDK, OpenAI Agents SDK, crewAI…

    by youdotcom-oss · Plugin bundle

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

  • exa

    Exa AI web search, deep research, and content extraction. Provides MCP tools and research skills for comprehensive web search, people discovery, company research, academic papers…

    by exa-labs · Plugin bundle

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

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

    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…

    by GovTribe · Plugin bundle

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

  • nimble

    Nimble web data toolkit — search, extract, map, crawl the web and work with structured data agents

    by Nimbleway · Plugin bundle

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

  • brightdata-plugin

    Web scraping, Google search, structured data extraction, and MCP server integration powered by Bright Data. Includes 7 skills: scrape any webpage as markdown (with bot…

    by brightdata · Plugin bundle

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

  • Daloopa

    Financial analysis skills powered by Daloopa's institutional-grade data

    by daloopa · Plugin bundle

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

  • exa

    Exa AI web search, deep research, and content extraction. Provides MCP tools and research skills for comprehensive web search, people discovery, company research, academic papers…

    by exa-labs · Plugin bundle

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

Has a listing on Codex: openai-curated (openai/plugins) (5)
  • Public Equity Investing

    Public equity investing workflows for listed-company research, earnings analysis, valuation, model updates, long/short pitches, catalysts, thesis tracking, ETF/index and…

    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

  • 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

  • crowdstrike-falcon-foundry

    CrowdStrike Falcon Foundry development skills for building cybersecurity applications on the Falcon platform. Includes UI development, collections, functions, workflows, API…

    by CrowdStrike · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Codex: openai-curated (openai/plugins), Copilot CLI: github/awesome-copilot, Community GitHub marketplaces, Claude Code: claude-plugins-community · Describes nearly the same job

  • Build Web Apps

    Build web apps with frontend asset design, browser testing, UI components, payments, and database guidance.

    by OpenAI · Plugin bundle

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

Has a listing on Community GitHub marketplaces (5)
  • curiosity-stack

    Curiosity Stack turns any technology signal, market theme, or global event into a structured 6-layer value chain breakdown — through Socratic conversation, not summaries. Each…

    by ameya85 · Plugin bundle

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

  • Tech Research

    Technology research — competitive analysis, technical documentation retrieval and research workflows.

    by danielrosehill · Plugin bundle

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

  • money-discover

    Find and validate profitable business ideas with competitive intelligence.

    by iamzifei · Plugin bundle

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

  • Finance Startup Tools

    Multi-perspective startup analysis frameworks for VC investors, job applicants, and founders.

    by himself65 · Plugin bundle

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

  • ycombinator-skills

    Apply proven startup strategies and frameworks from YC speakers

    by jona · Plugin bundle

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

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

    Three-layer verification pipeline for AI output. Extracts claims, finds sources, and flags hallucination risks so humans can verify before acting.

    by Awesome Copilot Community · Plugin bundle

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

  • apify

    Helps devs extract data from any website with thousands of trusted scrapers, crawlers, and automations from Apify Store. Integrate ready-made Actors to access all popular social…

    by apify · Plugin bundle

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

  • 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

  • rayfin

    Getting-started router skill for Rayfin - scaffold a new app with the Rayfin CLI, then use the version-locked skill installed in the project.

    by microsoft · Plugin bundle

    Listed on: 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

Has a listing on Copilot CLI: github/copilot-plugins (5)
  • workiq

    Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.

    by microsoft · Plugin bundle

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

  • 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

  • workiq-productivity

    WorkIQ productivity skills powered by the local WorkIQ CLI — read-only insights across email, meetings, calendar, Teams, SharePoint, projects, and people.

    by microsoft · Plugin bundle

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

  • advanced-security

    Advanced Security plugin for GitHub Copilot.

    by github · 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

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

    Find and verify emails, discover companies, and save leads.

    by Cursor · Plugin bundle

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

  • Clay

    Enrich people and companies, run AI research agents.

    by Cursor · Plugin bundle

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

  • Meltwater

    Search media and social mentions and pull analytics.

    by Cursor · Plugin bundle

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

  • Similarweb

    Analyze website traffic, audiences, and competitors.

    by Cursor · Plugin bundle

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

  • Semrush

    Research keywords, backlinks, traffic, and competitors.

    by Cursor · Plugin bundle

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

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

    Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI…

    by DappierAI · MCP server

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

  • exa

    Exa AI web search, deep research, and content extraction. Provides MCP tools and research skills for comprehensive web search, people discovery, company research, academic papers…

    by exa-labs · Plugin bundle

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

  • Dappier Remote

    Enable fast, free real-time web search and access premium data from trusted media brands—news, financial markets, sports, entertainment, weather, and more. Build powerful AI…

    by docker · MCP server

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

  • mcp-explorium ai.explorium/mcp-explorium

    Access live company and contact data from Explorium's AgentSource B2B platform.

    by explorium.ai · MCP server

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

  • Perplexity API Platform

    Real-time web search, reasoning, and research through Perplexity's API

    by perplexity.ai · MCP server

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

Has a listing on Official MCP Registry (5)
  • StartupMKT — Startup Discovery & Marketplace

    Discover startups & AI tools, browse micro-SaaS for sale, and track verified startup funding.

    by startupmkt.com · MCP server

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

  • StartupHub.ai

    Funding rounds, AI startup and investor search, email discovery, agent-readiness. No API key.

    by startuphub.ai · MCP server

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

  • InvestorMatch (public, no sign-in)

    Search InvestorMatch's public directory of VC investors and fundraising guides. No sign-in needed.

    by investormatch.pro · MCP server

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

  • painspotter ai.painspotter/painspotter

    AI-analyzed startup opportunities from Reddit, Hacker News & Product Hunt, with commercial scores.

    by painspotter.ai · MCP server

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

  • deal-tools com.raised500/deal-tools

    Live index of startups that just raised funding, verified daily. Recent raises, lookups, stats.

    by raised500.com · MCP server

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

Has a listing on PyPI (MCP servers) (5)
  • perigon com.mcparmory/perigon

    Search real-time news articles, companies, journalists, and trending topics

    by mcparmory.com · MCP server

    Listed on: Official MCP Registry, PyPI (MCP servers) · Describes nearly the same job

  • MatchAwards

    Search US government contracts, grants and jobs from matchawards.com. Read-only, no key.

    by matchawards · MCP server

    Listed on: Official MCP Registry, PyPI (MCP servers) · Describes nearly the same job

  • FutureSearch MCP Server

    Forecast questions about the future, including the outcome under each option.

    by futuresearch · MCP server

    Listed on: Official MCP Registry, PyPI (MCP servers) · Describes nearly the same job

  • google-search com.mcparmory/google-search

    Scrape Google search results with SERP data, ads, and knowledge panels

    by mcparmory.com · MCP server

    Listed on: Official MCP Registry, PyPI (MCP servers) · Describes nearly the same job

  • Agent Web Search

    Provider-neutral web_search for AI agents. Grounding + agent search APIs, keyless defaults.

    by JerryLiu369 · MCP server

    Listed on: Official MCP Registry, PyPI (MCP servers) · Describes nearly the same job

Has a listing on npm registry (MCP servers) (5)
  • ProspectAPIs

    MCP server for prospectapis.com: funding rounds and cited prospect research briefs.

    by ProspectAPIs · MCP server

    Listed on: Official MCP Registry, npm registry (MCP servers) · Describes nearly the same job

  • Andru

    Revenue intelligence for complex B2B growth.

    by geter-andru · MCP server

    Listed on: Official MCP Registry, npm registry (MCP servers) · Describes nearly the same job

  • Hive Intelligence MCP

    Evidence-backed crypto due diligence with sources, freshness, and a runtime receipt on every call.

    by hiveintelligence.xyz · MCP server

    Listed on: Official MCP Registry, npm registry (MCP servers) · Describes nearly the same job

  • Trackly CLI

    Job tracking CLI + MCP server for AI agents. 99K+ jobs, 775+ companies.

    by kevinastuhuaman · MCP server

    Listed on: Official MCP Registry, npm registry (MCP servers) · Describes a similar job

  • SocialCrawl

    One API for 65 platforms and 572 endpoints: social, commerce, retail, jobs, finance, web scraping.

    by RidioDevelopment · MCP server

    Listed on: Official MCP Registry, npm registry (MCP servers) · Describes a similar 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.

Want this mark on your plugin in our catalog?

Prove you maintain it with a file in its repository, a file on your domain or a DNS record, and you can show this mark on the card, with live banners for your site and README. How verification works

You also 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 public marketplace files in GitHub repositories of their authors. 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