PluginBench
Category

Best Research & Search tools

4452 tools in the Research & Search category across every type.

Skills

JUjust-scrape logo

just-scrape

scrapegraphai/just-scrape

Search, scrape, crawl, and extract structured data from web pages via ScrapeGraph AI CLI.

211k installs
SEseo-audit logo

seo-audit

coreyhaines31/marketingskills

Diagnose and fix SEO issues: crawlability, indexation, speed, mobile-friendliness, and technical foundations.

149k installs
PApaper-context-resolver logo

paper-context-resolver

lllllllama/ai-paper-reproduction-skill

Resolve reproduction-critical paper details when README and repo files leave gaps.

140k installs
AIai-research-reproduction logo

ai-research-reproduction

lllllllama/rigorpilot-skills

README-first deep learning repository reproduction with auditable evidence and standardized outputs.

84k installsAudited
FI

firecrawl

Official
firecrawl/cli

Search, scrape, and interact with the web via Firecrawl CLI—real-time content extraction and monitoring.

84k installs
FI

firecrawl-search

Official
firecrawl/cli

Web search with full page content extraction—find articles, research topics, and discover sources beyond snippets.

67k installs
FI

firecrawl-crawl

Official
firecrawl/cli

Bulk extract content from entire websites or site sections with depth and path filtering.

65k installs
FI

firecrawl-download

Official
firecrawl/cli

Download entire websites as local markdown, screenshots, or multiple formats organized in directories.

65k installs
CUcustomer-research logo

customer-research

coreyhaines31/marketingskills

Uncover what customers actually think, feel, and struggle with through research analysis and online community mining.

57k installs
FIfirecrawl-build-search logo

firecrawl-build-search

Official
firecrawl/skills

Web search discovery with Firecrawl—find and optionally hydrate sources before extraction.

48k installs
NINia logo

Nia

nozomio-labs/nia-skill

Index and search code repos, docs, papers, datasets, Slack, Drive, and more with unified API access.

46k installs
COcompetitor-profiling logo

competitor-profiling

coreyhaines31/marketingskills

Research and profile competitors from their URLs to build structured competitive intelligence.

39k installs
AMamazon-product-research logo

amazon-product-research

nexscope-ai/amazon-skills

Comprehensive product research and opportunity analysis for Amazon sellers with demand, competition, and profitability scoring.

38k installsAudited
ANanysearch logo

anysearch

anysearch-ai/anysearch-skill

Real-time web and vertical domain search with parallel batch queries and URL content extraction.

33k installs
SEseo-geo logo

seo-geo

resciencelab/opc-skills

Optimize websites for AI search engines (ChatGPT, Perplexity, Gemini) and traditional search (Google, Bing).

32k installs
WEweb-search logo

web-search

halt-catch-fire/skills

AI-powered web search and content extraction via Tavily and Exa

31k installs
ANanalytics logo

analytics

coreyhaines31/marketingskills

Set up, improve, and audit analytics tracking to measure what matters for marketing and product decisions.

27k installsAudited
BY

byted-web-search

skills.volces.com

Volcano Engine web search API with real-time internet access, 500 free queries/month.

26k installsAudited
BAbacklink-analyzer logo

backlink-analyzer

aaron-he-zhu/seo-geo-claude-skills

Analyze backlink profiles, identify toxic links, and find link-building opportunities.

25k installs
TAtavily-search logo

tavily-search

Official
tavily-ai/skills

Search the web with LLM-optimized results, snippets, and relevance scores via Tavily CLI.

24k installs
FIfirecrawl-deep-research logo

firecrawl-deep-research

Official
firecrawl/firecrawl-workflows

Produce rigorous, cited analytical reports on complex topics with multi-angle research and contrarian views.

23k installs
FIfirecrawl-research-papers logo

firecrawl-research-papers

Official
firecrawl/firecrawl-workflows

Find and synthesize research papers, whitepapers, and technical reports using semantic search and paper expansion.

23k installs
FIfirecrawl-market-research logo

firecrawl-market-research

Official
firecrawl/firecrawl-workflows

Extract market, financial, and company metrics from web sources using Firecrawl for structured research reports.

23k installs
FIfirecrawl-knowledge-base logo

firecrawl-knowledge-base

Official
firecrawl/firecrawl-workflows

Build organized, LLM-ready knowledge bases from web content using Firecrawl.

23k installs
FIfirecrawl-seo-audit logo

firecrawl-seo-audit

Official
firecrawl/firecrawl-workflows

Comprehensive SEO audit with site mapping, on-page analysis, keyword opportunities, and competitor SERP comparison using Firecrawl.

23k installs
FIfirecrawl-shop logo

firecrawl-shop

Official
firecrawl/firecrawl-workflows

Research and compare products across the web, then recommend or add to cart using Firecrawl.

23k installs
FIfirecrawl-lead-research logo

firecrawl-lead-research

Official
firecrawl/firecrawl-workflows

Generate pre-meeting lead intelligence briefs using web research and Firecrawl.

22k installs
FIfirecrawl-workflows logo

firecrawl-workflows

Official
firecrawl/firecrawl-workflows

Run outcome-focused Firecrawl workflows to produce research reports, SEO audits, QA reports, lead lists, and other structured web-data deliverables.

22k installs
FIfirecrawl-competitive-intel logo

firecrawl-competitive-intel

Official
firecrawl/firecrawl-workflows

Monitor competitor pricing, features, and product changes using Firecrawl web scraping.

22k installs
FIfirecrawl-knowledge-ingest logo

firecrawl-knowledge-ingest

Official
firecrawl/firecrawl-workflows

Ingest authenticated docs portals and knowledge bases using Firecrawl's browser automation.

22k installs
FIfirecrawl-company-directories logo

firecrawl-company-directories

Official
firecrawl/firecrawl-workflows

Extract structured company lists from directories like YC, Crunchbase, and Product Hunt using Firecrawl.

22k installs
FIfirecrawl-demo-walkthrough logo

firecrawl-demo-walkthrough

Official
firecrawl/firecrawl-workflows

Walk through product flows with Firecrawl browser to produce structured UX/product walkthroughs.

22k installs
PE

persona-researcher

googleworkspace/cli

Organize research papers, notes, and collaboration using Google Workspace

19k installsAudited
LAlast30days logo

last30days

mvanhorn/last30days-skill

Research what people actually say about any topic in the last 30 days across Reddit, X, YouTube, TikTok, Hacker News, Polymarket, GitHub, and the web.

18k installs
PRprospecting logo

prospecting

coreyhaines31/marketingskills

Build qualified prospect lists for B2B SaaS, general B2B, or local small businesses.

17k installsAudited
BAbaoyu-youtube-transcript logo

baoyu-youtube-transcript

jimliu/baoyu-skills

Download YouTube transcripts, subtitles, and cover images with multi-language support and speaker identification.

16k installs
THthe-news logo

the-news

sfkislev/the-news

Real-time and historical headlines from 20 countries across 12–39 sources per country.

15k installs
COcompetitor-teardown logo

competitor-teardown

halt-catch-fire/skills

Structured competitive analysis with feature matrices, SWOT, positioning maps, and UX review.

15k installs
WEweb-access logo

web-access

eze-is/web-access

Real-time web access with browser automation for searching, scraping, login-required content, and interactive operations.

13k installs
TAtavily-research logo

tavily-research

Official
tavily-ai/skills

Conduct comprehensive AI-powered research with citations via Tavily CLI.

13k installs
MImicrosoft-docs logo

microsoft-docs

Official
github/awesome-copilot

Query official Microsoft documentation across Azure, .NET, Agent Framework, Aspire, VS Code, and GitHub.

13k installs
SMsmart-search logo

smart-search

jackwener/opencli

Intelligent search router for opencli—route queries to optimal sources across AI, social media, news, shopping, and specialized databases.

12k installs
TAtavily-best-practices logo

tavily-best-practices

Official
tavily-ai/skills

Production-ready Tavily API integration guide for LLM-powered web search, content extraction, and research in agentic workflows.

12k installs
SEsearch logo

search

Official
tavily-ai/skills

Search the web using Tavily's LLM-optimized API with relevance scoring and content snippets.

12k installs
PAparallel-deep-research logo

parallel-deep-research

Official
parallel-web/parallel-agent-skills

Exhaustive multi-source research for complex topics when users explicitly request deep, comprehensive, or thorough investigation.

11k installs
XIxiaohongshu logo

xiaohongshu

zhjiang22/openclaw-xhs

Search, analyze, and interact with Xiaohongshu (RedNote) content programmatically.

11k installs
SCscrape logo

scrape

brightdata/skills

Scrape web content as clean markdown/HTML/JSON via Bright Data CLI.

11k installs
LIlinkedin-url-lookup logo

linkedin-url-lookup

code.deepline.com

Resolve LinkedIn profile URLs from name + company with strict identity validation.

9.9k installsAudited
PAparallel-web-search logo

parallel-web-search

Official
parallel-web/parallel-agent-skills

Fast, cost-effective web search for current information and research queries.

9.9k installs
PAparallel-web-extract logo

parallel-web-extract

Official
parallel-web/parallel-agent-skills

Token-efficient URL content extraction for webpages, articles, PDFs, and JavaScript-heavy sites.

9.6k installs
TAtavily-extract logo

tavily-extract

Official
tavily-ai/skills

Extract clean markdown from URLs with JavaScript support and query-focused chunking.

9.4k installs
STstatus logo

status

Official
parallel-web/parallel-agent-skills

Check the status of a running research task by its run ID.

9.4k installsAudited
REresult logo

result

Official
parallel-web/parallel-agent-skills

Retrieve completed research task results by run ID using Parallel CLI.

9.3k installsAudited
TAtavily-cli logo

tavily-cli

Official
tavily-ai/skills

Web search, content extraction, site crawling, and deep research via Tavily CLI.

9.3k installs
TAtavily-crawl logo

tavily-crawl

Official
tavily-ai/skills

Crawl websites and extract content from multiple pages via Tavily CLI with depth/breadth control and markdown output.

9.0k installs
RE

read

tw93/waza

Fetch and summarize or convert any URL or PDF into clean Markdown, privacy-first by default.

8.8k installs
EMemblem-market-research logo

emblem-market-research

emblemcompany/agent-skills

Real-time crypto trending, on-chain, and derivatives intelligence from CoinGecko, Birdeye, CoinGlass, and Nansen.

8.8k installsAudited
TAtavily-map logo

tavily-map

Official
tavily-ai/skills

Quickly discover and list every URL on a website without extracting content.

8.8k installs
EMemblem-ai-prompt-examples logo

emblem-ai-prompt-examples

emblemcompany/agent-skills

Curated, safety-conscious prompt examples for EmblemAI trading, NFT, and portfolio workflows.

8.7k installs
DEdeep-research logo

deep-research

199-biotechnologies/claude-deep-research-skill

Multi-source research with citation tracking, evidence persistence, and structured report generation.

8.5k installs

MCP Servers

Real-time global intelligence: markets, conflicts, country risk, energy, and infrastructure monitoring via 39 MCP tools.

83k
TypeScript
AGPL-3.0
View repository →

Trending hip-hop artist momentum scores across four cultural dimensions.

79k
TypeScript
MIT
View repository →

Adds web search capability to MCP-enabled AI agents like Agent TARS.

37k
TypeScript
Apache-2.0
View repository →

Search and discover Agent Skills — reusable AI agent capability packages — from the skills.sh registry.

21k
Python
Apache-2.0
View repository →

Semantic search across Sui blockchain documentation and knowledge sources powered by kapa.ai

7.7k
Rust
Apache-2.0
View repository →

Web scraping, search, and research tools for AI agents via Firecrawl API

7.3k
JavaScript
MIT
View repository →

Query all your synced apps and data sources with natural language, directly from your AI agent.

6.5k
Python
MIT
View repository →
AIai.exa/exa logo

Fast, intelligent web search and content fetching for AI agents with advanced research capabilities.

4.9k
TypeScript
MIT
View repository →
ZOZotero MCP logo

Search, read, annotate, and manage your Zotero research library with AI—local or cloud access.

4.7k
Python
MIT
View repository →

Search, download, and analyze arXiv papers with semantic search, citation graphs, and research alerts via MCP.

2.9k
Python
Apache-2.0
View repository →

Give AI agents real-time web access with enterprise-grade unblocking and 60+ data extraction tools.

2.5k
JavaScript
MIT
View repository →
EDEdgarTools logo

Free, open-source Python library for parsing SEC EDGAR filings as structured data — 20+ form types, no API key required.

2.4k
Python
MIT
View repository →

Real-time web search, extraction, mapping, and crawling powered by Tavily API

2.3k
JavaScript
MIT
View repository →

Free, one-click access to official Microsoft documentation and code samples—no API keys required.

1.7k
TypeScript
CC-BY-4.0
View repository →

2,500+ scientific tools for AI scientists: machine learning, datasets, APIs, and research packages integrated via standardized protocol.

1.6k
Python
Apache-2.0
View repository →

Give AI agents full Brave Search capabilities: web, local, image, video, news, place search, LLM context, and summarization.

1.3k
TypeScript
MIT
View repository →

Web search, images, videos, news, and AI summaries via Brave Search API.

1.3k
TypeScript
MIT
View repository →

Token-efficient documentation search for coding agents over public and private sources.

1.2k
TypeScript
MIT
View repository →

Privacy-respecting web search for AI assistants using SearXNG with pagination, URL reading, and browser solver support.

1.1k
TypeScript
MIT
View repository →

Local-first PDF reading for AI agents with citeable page and bounding box evidence.

895
TypeScript
MIT
View repository →

Evidence-first code research platform: search, analyze, and extract insights from GitHub repos and local code with AI agents.

872
TypeScript
MIT
View repository →
OPOpenOSINT logo

OpenOSINT

Active

AI-powered OSINT agent with 18 investigation tools: email, breach, IP, WHOIS, DNS, Shodan, GitHub & more.

803
Python
MIT
View repository →
OPOpenOSINT logo

OpenOSINT

Active

AI OSINT agent with 18 real investigation tools (email, breach, IP, WHOIS, DNS, Shodan, GitHub) as an MCP server.

803
Python
MIT
View repository →

Browse Reddit with Claude—no API keys needed. Add free credentials for search, comments, and user analysis.

799
TypeScript
MIT
View repository →

Automatically scan GitHub, HN, npm, PyPI for competing ideas—get a 0-100 reality score before you build.

780
Python
MIT
View repository →
FAfastCRW logo

fastCRW

Active

Open-source Rust web crawler and search engine for AI agents—scrape, crawl, map, and search with markdown or JSON output.

606
Rust
AGPL-3.0
View repository →
HEHex Research logo

Engineering skills marketplace for Claude Code and Codex with audits, reviews, optimization, testing, and architecture workflows.

538
HTML
MIT
View repository →

DEPRECATED and shut down — was a docs server for AI agents; use io.github.docfork/docfork instead.

489
TypeScript
MIT
View repository →

Up-to-date library docs for AI coding agents via MCP (service discontinued as of June 2026).

489
TypeScript
MIT
View repository →

Web search, prediction markets, crypto data, and AI model access for Claude—pay per call via USDC wallet.

467
TypeScript
MIT
View repository →

Retrieve transcripts and metadata from YouTube videos with language selection and pagination support.

467
Python
MIT
View repository →

Local-first documentation for AI agents—offline, instant, private doc retrieval.

376
TypeScript
Apache-2.0
View repository →
PAPageIndex MCP logo

PageIndex MCP

Maintained

Reasoning-based RAG for chatting with long PDFs using hierarchical tree structures instead of vectors.

365
TypeScript
MIT
View repository →

Search 18M+ legal documents across 110+ countries — case law, legislation, and doctrine from official sources.

345
Python
AGPL-3.0
View repository →

Unified web search, AI answers, GitHub code search, and web extraction across Tavily, Brave, Kagi, Exa, Linkup, and Firecrawl.

343
TypeScript
MIT
View repository →

Search Buddhist texts across 613 sources with AI-powered Q&A, cross-canon parallels, and verifiable URN citations.

330
Python
Apache-2.0
View repository →

Free crypto news from 200+ sources with 38 AI tools, market data, sentiment analysis, and whale alerts—no auth required.

294
TypeScript
View repository →
ASAsDecided logo

AsDecided

Active

Read-only access to deterministic engineering decisions stored in your repository, with no embeddings or model calls required.

290
Rust
Apache-2.0
View repository →

Search and explore the Holy Qur'an with advanced Arabic, transliteration, and morphological query support.

286
Python
LGPL-3.0
View repository →

Search 1,300+ curated Claude agents, MCP servers, skills, and tools directly from your AI client.

273
MDX
MIT
View repository →

Unified SEO intelligence from Google Search Console, Bing Webmaster Tools, and GA4 for AI agents.

272
TypeScript
MIT
View repository →

Search 6.3M+ live jobs, tailor resumes & draft cover letters—all via Claude, Cursor, or Windsurf.

270
JavaScript
MIT
View repository →

Quality-scored Google search, webpage extraction, and deep research for AI agents.

252
View repository →

Google search via Playwright with a warm Chrome profile—no API key, no proxies, no CAPTCHA solver needed.

239
TypeScript
MIT
View repository →
VEVexor logo

Vexor

Active

Semantic search engine for files and code with configurable embeddings and reranking.

237
Python
MIT
View repository →

Semantic retrieval over 22M Taiwan court judgments with citation protection and appeal chain tracking.

232
Python
View repository →

Semantic search across 20,000+ Reddit communities with full citations for evidence-backed market research.

232
Python
MIT
View repository →

Read-only MCP server for OrchestKit documentation with full-text search and Markdown fetch.

222
TypeScript
MIT
View repository →

Curated guide to AI agent harnesses, orchestration frameworks, and techniques—with live GitHub/HN discovery and decision comparisons.

217
Python
CC-BY-SA-4.0
View repository →

Fast unified SAP docs search (SAPUI5, CAP, ABAP, BTP) with BM25 full-text + semantic indexing

216
TypeScript
Apache-2.0
View repository →

Section-level documentation search that retrieves exact sections instead of whole files, saving context window tokens.

203
Python
View repository →

Live tennis scores, players, rankings, odds and win-probability for ATP, WTA, Challenger, ITF and juniors.

191
TypeScript
MIT
View repository →

Self-hosted web research for AI agents—search, crawl, and rerank locally to minimize token usage.

182
Python
MIT
View repository →

Fast, self-hosted web search and crawling for MCP agents that returns only high-value evidence.

182
Python
MIT
View repository →

Read-only Polymarket research tools for AI agents: profiles, PnL, market scans, no keys required.

182
TypeScript
MIT
View repository →
SESearch1API logo

Web search, news, page retrieval, sitemaps, and trending topics through Search1API.

173
TypeScript
MIT
View repository →
FIFirstData logo

FirstData

Maintained

Authoritative primary data sources and official portals for AI agents—1000+ verified government, international, and research databases.

168
Python
MIT
View repository →

Search Google, Bing, YouTube, and 20+ engines with real-time results, weather, and stock data via SerpApi.

166
Python
MIT
View repository →

Securely connect your organization's enterprise knowledge to Claude, Cursor, and AI agents via MCP.

164
MIT
View repository →

Search 200+ API docsets in Dash directly from Claude and Cursor.

164
Python
MIT
View repository →

Plugins

Strategy, research, and synthesis tools for content marketing operations

Claude
Codex
39k
View repository →

Analyze content freshness, detect cannibalization, and build SEO authority

Claude
Codex
39k
View repository →
EXexa logo

exa

Active

Web search, content fetching, and multi-step research via MCP tools and skills.

Claude
4.9k
View repository →
EXexplore logo

explore

Stale

Read planning documents and explore related files to understand a topic deeply.

Claude
688
View repository →

Identify market opportunities and viral trends across TikTok, App Store, and social media.

Claude
688
View repository →

Conduct user research, analyze behavior, and validate design decisions through testing

Claude
688
View repository →
BRbrightdata-plugin logo

Web scraping, search, and structured data extraction with Bright Data's 60+ MCP tools and APIs.

Claude
250
View repository →

You.com skills for web search, content extraction, research, and finance with MCP integration

Claude
Codex
Cursor
60
View repository →
NInimble logo

nimble

Active

Live web search and extraction for AI agents with citations and structured data

Claude
Codex
Cursor
50
View repository →
XRxros logo

xros

Maintained

Executable research OS: compile investigations into verifiable specs, falsify claims, and run multi-agent verification with mechanical checks.

Claude
Codex
9
View repository →
BIbigdata-com logo

Financial research and market intelligence for stocks, companies, sectors, and economies.

Claude
Cursor
2
View repository →

Agents

Search the MeiGen gallery to find visual references and extract reusable prompts for creative direction.

haiku
39k
via wshobson/agents

Analyze competitors, benchmark market leaders, and develop strategies to strengthen competitive positioning and market advantage.

sonnet
25k
via VoltAgent/awesome-claude-code-subagents

Expert guidance on fiber properties, manufacturing, and innovations across natural and synthetic fiber industries.

claude-sonnet-4-20250514
986
via 0xfurai/claude-code-subagents

Expert web researcher using advanced search techniques and multi-source verification for deep research and fact-checking.

haiku
39k
via wshobson/agents

Mine recurring patterns from agent logs and transcripts, then write evidence-cited findings for other agents to act on.

sonnet
25k
via VoltAgent/awesome-claude-code-subagents

Optimize content structure, headers, schema markup, and internal linking for SEO and user experience.

haiku
39k
via wshobson/agents

Analyze markets, consumers, and competitors to inform strategic business decisions and market entry strategies.

sonnet
25k
via VoltAgent/awesome-claude-code-subagents

Comprehensive research synthesis across multiple sources with trend identification and actionable insights

sonnet
25k
via VoltAgent/awesome-claude-code-subagents

Search scientific literature and extract structured experimental data from published studies for evidence-grounded analysis.

sonnet
25k
via VoltAgent/awesome-claude-code-subagents

Advanced search specialist for precise information retrieval across multiple sources using optimized queries and strategic source selection.

sonnet
25k
via VoltAgent/awesome-claude-code-subagents

Detect emerging patterns and forecast industry shifts to inform strategic planning and competitive positioning.

sonnet
25k
via VoltAgent/awesome-claude-code-subagents

Conduct user research, usability testing, and analytics interpretation to validate design decisions and uncover actionable user insights.

sonnet
25k
via VoltAgent/awesome-claude-code-subagents

Rules

Quantitative factor research skills for designing, evaluating, and mining alpha factors in equities markets.

**/*
41k
via PatrickJS/awesome-cursorrules