Idea · Opportunity & market research
Opportunity & market research
The opportunity & market research tools a solo builder reaches for in the Idea phase - every AI-coding skill, MCP server and workflow Skillselion tracks for opportunity & market research, ranked by community signal so you can pick the right one fast.
TypeDescription
1Ai Research ExploreAI & AgentsskillRun bounded, auditable exploratory research on top of an explicit current_research context without mixing trusted and candidate lanes.32.1k412
2AnysearchAI & AgentsskillGive your coding agent real-time web search, 23 vertical domain queries, parallel batch lookup, and URL content extraction via AnySearch.27.8k2.7k
3Byted Web SearchAI & AgentsskillGive Claude Code, Cursor, or OpenClaw agents live web and image search via Volcengine when answers need current facts, sources, or verification.23.7k0
4Baoyu Url To MarkdownAutomationskillFetch almost any URL and turn it into clean markdown on disk using the baoyu-fetch CLI with site-specific adapters and Chrome CDP.22.7k20.9k
5Tavily SearchAI & AgentsskillRun LLM-oriented web search from the agent via the Tavily CLI when you need fresh sources, news, or domain-filtered results.20.8k363
6Gws KeepDocs & PlanningskillCreate, list, update, and delete Google Keep notes through gws so your agent can capture research snippets and todos without leaving the terminal.19.2k26.9k
7SummarizeDev ToolsskillTurn links, PDFs, and YouTube videos into quick summaries or transcripts so you can research and ship without reading everything end-to-end.17.4k378k
8Persona ResearcherDocs & PlanningskillRun a Google Workspace–backed research persona that files papers in Drive, logs experiments in Sheets, and shares findings via Docs, Gmail, and announce workflows.16.2k26.9k
9The NewsDocs & PlanningskillPull live and archived front-page headlines across ~20 countries for breaking-news context without ad-hoc tab sprawl.15.3k16
10China Stock AnalysisBackend & DataskillScreen and deeply analyze China A-share stocks with value-investing metrics using akshare-backed Python workflows for low-frequency investors.12.6k113
11Web SearchAI & AgentsskillRun Tavily and Exa search, answer, and extract flows from the belt CLI inside agent workflows for live research and RAG prep.12.5k512
12Baoyu Youtube TranscriptAutomationskillPull YouTube transcripts, chapters, translations, and cover images from a URL or video ID for research and content reuse.12.2k20.9k
13SearchAI & AgentsskillGive your coding agent LLM-ready web search with snippets and scores without wiring Tavily API calls by hand.12k363
14Firecrawl Research PapersAI & AgentsskillRun a sourced literature review on a topic by finding papers, PDFs, whitepapers, and technical reports with Firecrawl and summarizing the landscape.11.8k29
15Weread SkillsAI & AgentsskillLet your coding agent search WeChat Reading, browse your shelf, export highlights, and pull reading stats while you research topics or capture book notes.11.8k47
16Firecrawl Deep ResearchAI & AgentsskillProduce a sourced briefing on a market, product, or technical question by searching and scraping the web with Firecrawl instead of pasting raw SERP snippets into chat.11.8k29
17Firecrawl Market ResearchDocs & PlanningskillPull sourced market, financial, and industry metrics into a structured report while validating a product or niche alone.11.6k29
18Firecrawl WorkflowsAutomationskillRoute Firecrawl to outcome-focused workflows that ship research reports, SEO audits, lead lists, design systems, and other structured web artifacts instead of one-off scrapes.11.5k29
19Tavily ResearchAI & AgentsskillRun cited, multi-source deep research reports from the terminal when quick search is not enough for market, competitive, or technical decisions.11.4k363
20Apify Ultimate ScraperAutomationskillPick the right Apify Actor for Instagram, Facebook, and other scrape jobs without guessing IDs or reading full schemas by hand.11.2k2.1k
21ScrapeAutomationskillScrape competitor sites, docs, and listings into clean markdown files for solo builders doing market and technical research without writing custom crawlers.10.4k180
22Smart SearchAI & AgentsskillPick one default opencli AI source (grok, doubao, or gemini) and craft better queries when the user did not name a specific site.10.4k23.8k
23Web AccessAutomationskillRoute every agent-driven network task—search, fetch, login, and dynamic pages—through a CDP-backed browser workflow with explicit dependency checks.9.9k7.3k
24Parallel Deep ResearchAI & AgentsskillRun exhaustive, citation-rich web research via parallel-cli when a solo builder explicitly wants a comprehensive report—not a quick lookup.9.1k56
25Dbs DeconstructDocs & PlanningskillBreak fuzzy Chinese business buzzwords into atomic meanings using Wittgenstein and Austrian-economics framing before you bet time or money.8.8k6.3k
26Emblem Market ResearchBackend & DataskillRun a repeatable daily crypto market scan through the EmblemAI CLI to spot trending tokens, smart-money flows, and derivatives signals before trading or building on-chain products.8.7k10
27Emblem Defi YieldBackend & DataskillScan liquid staking, LP, lending yields, and smart-money holdings on a chosen chain using the EmblemAI CLI.8.6k10
28Remembering ConversationsAI & AgentsskillSearch past Claude Code and Codex conversations before guessing or treating a topic as new.8.5k409
29Parallel Web SearchAI & AgentsskillRun fast, cost-effective web lookups and broad research through parallel-cli without defaulting to deep-research unless you explicitly need exhaustive coverage.8.4k56
30Parallel Data EnrichmentAutomationskillBulk-enrich company, people, or product lists from CSV or inline input with web-sourced fields via parallel-cli.8k56
31Deep ResearchAI & AgentsskillRun a citation-backed research pipeline when you need defensible answers on markets, tech, or “X vs Y” before committing to a build.7.9k751
32Tavily ExtractAutomationskillPull clean markdown from known URLs—including JS-heavy pages—for research, docs ingestion, or competitor pages without hand-copying.7.9k363
33ResultAI & AgentsskillPoll a finished Parallel research run by ID and present structured findings inside the agent session.7.9k56
34Tavily CliAI & AgentsskillGive your coding agent live web search, URL extraction, site crawls, and cited deep research without wiring Tavily APIs by hand.7.7k363
35Last30daysAI & AgentsskillPull what Reddit, X, YouTube, and the web are saying about a topic in the last 30 days and turn it into cited synthesis plus reusable prompts.7.6k32.8k
36Tavily CrawlAutomationskillBulk-download site or docs pages to local markdown via the Tavily CLI when research or offline reference needs many URLs on one domain.7.6k363
37Tavily MapAI & AgentsskillMap every URL on a domain without pulling page bodies so you can pick the right doc or blog path before extract or crawl.7.3k363
38Market Sizing AnalysisDocs & PlanningskillSize TAM, SAM, and SOM for a SaaS or e-commerce idea before you commit to build and pricing.7.3k36.5k
39SearchDocs & PlanningskillRun Google/Bing SERP pulls, batch dedupe URL lists, and discover recent articles with full page content via the bdata CLI for research and LLM pipelines.7.2k180
40Parallel FindallAI & AgentsskillTurn a natural-language entity query into a structured list of companies, people, or products via parallel-cli instead of loose web snippets.6.9k56
41ResearchAI & AgentsskillRun cited, multi-source web research from your agent when you need comparisons, market context, or report-grade synthesis without manual tab hoarding.6.6k363
42Trading SignalBackend & DataskillPull Binance Web3 smart-money on-chain signals when you are exploring crypto trade ideas and want structured buy/sell context—not financial advice.6.6k881
43NotebooklmAI & AgentsskillQuery Google NotebookLM notebooks from your coding agent for citation-backed answers pulled only from notebooks you have uploaded.6.5k6.9k
44ReadAI & AgentsskillFetch clean Markdown from arbitrary URLs when your coding agent needs page text without opening a browser yourself.6.4k5.6k
45Dbs ChatroomDocs & PlanningskillRun a moderated multi-expert chatroom on a topic—recommended or user-picked personas—with parallel agents and a closing judge summary.6.1k6.3k
46Dbs Chatroom AustrianAI & AgentsskillRun a structured three-voice Austrian economics debate (Hayek, Mises, Claude judge) on a policy or business question via parallel agents.6k6.3k
47LearnDocs & PlanningskillRun a six-phase research workflow that turns unfamiliar topics or messy source bundles into a coherent mental model and publish-ready article or reference.5.9k5.6k
48Agent ReachAutomationskillRun LinkedIn people, company, and job research plus GitHub repo and PR workflows from the agent using mcporter and gh CLI patterns.5.7k23.5k
49News Aggregator SkillDocs & PlanningskillPull real-time tech, finance, AI, and international headlines from 44+ sources and produce deep Chinese analysis reports for daily scans.5.5k1.1k
50Market ResearchDocs & PlanningskillRun decision-oriented market, competitor, and investor research with sourced claims and explicit recommendations instead of generic summaries.5.4k210k
51Academic ResearcherAI & AgentsskillRun structured literature reviews, paper breakdowns, and citation-aware summaries while exploring what to build or how to justify scope.5.3k114k
52NotebooklmAI & AgentsskillConfigure and automate Google NotebookLM notebooks, auth, and read-only E2E fixtures for agent-driven research workflows.5.2k16.1k
53Web ScrapingAutomationskillRun a fallback scraping cascade—requests, trafilatura, Playwright stealth—for research pipelines, content ingestion, or integration prototypes with anti-bot awareness.5.1k252
54TushareBackend & DataskillTurn plain-language China A-share, fund, and macro questions into Tushare fetch, clean, compare, screen, export, and short research summaries.4.9k353
55Search FirstDocs & PlanningskillRun a structured search across npm, PyPI, MCP, skills, GitHub, and the web before writing custom code for a feature or dependency.4.9k210k
56ExtractAI & AgentsskillPull clean markdown from known URLs for competitor pages, docs, and reference material without writing a scraper.4.9k363
57WeatherDocs & PlanningskillAnswer current conditions, rain risk, and short forecasts for a city or airport when planning travel, launches, or on-call coverage without leaving the agent.4.8k378k
58Niche Signal DiscoveryDocs & PlanningskillFind first-party website and hiring signals that separate Closed Won from Closed Lost accounts so you can score prospects and tighten ICP criteria.4.8k0
59Build TamDocs & PlanningskillSource accounts and contacts from Apollo, Crustdata, and PDL to size total addressable market and seed outbound lists.4.8k0
60Deep ResearchAI & AgentsskillRun multi-source web research with Firecrawl and Exa MCP tools and deliver synthesized, cited reports for product or market decisions.4.6k210k
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