BestMCPStack

Web Data & Scraping

Scraping, crawling, web search, and structured extraction servers.

Benchmark run 20260717T113200Z-7113 promoted 2026-07-17 — servers with a Tested badge carry measured results. Methodology.

Benchmarked reviews

Server Status Stars Namespace Transports Description
apify-mcp-server Tested 2,068 Domain-verified remote Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡
brightdata-mcp Tested 2,516 GitHub stdio Bright Data's Web MCP server enabling AI agents to search, extract & navigate the web
exa Tested 4,746 Domain-verified remote Fast, intelligent web search and web crawling. New mcp tool: Exa-code is a context tool for coding
Firecrawl MCP Server Tested 7,000 GitHub stdio MCP server for Firecrawl — search, scrape, and interact with the web.
tavily-mcp Tested 2,232 GitHub stdio MCP server for advanced web search using Tavily
apify Listed 28 Domain-verified stdio Build, deploy, and run web scraping and automation actors in the cloud
blockrun-mcp Listed 475 GitHub stdio Web search, deep research, prediction markets & crypto data for AI agents. Pay per call via x402.
brave Listed 1,311 Domain-verified remote Visit https://brave.com/search/api/ for a free API key. Search the web, local businesses, images,…
CRW Web Scraper Listed 437 GitHub stdio Open-source web scraper for AI agents with scrape, crawl, and map tools
fastCRW Listed 437 GitHub remote Scrape, crawl, map & search the web. Open-source, self-hostable Rust crawler & search for AI agents.
fortress Listed 381 GitHub stdio Stealth browser for AI agents: fetch pages behind Cloudflare/DataDome/CAPTCHA, extract clean data.
luminati-io-brightdata-mcp Listed — Domain-verified remote One MCP for the Web. Easily search, crawl, navigate, and extract websites without getting blocked.…
SearXNG Search Listed 1,055 GitHub stdio MCP server for SearXNG — privacy-respecting web search with pagination, URL reading
mcp-server-search Listed 38,134 GitHub stdio MCP server for web search operations
firecrawl Listed 28 Domain-verified stdio Scrape, crawl, and extract structured data from websites at scale
Octocode MCP - AI Context Platform Listed 896 GitHub stdio AI code research platform. Search, analyze, and extract insights from any GitHub repository.
OpenBrand Listed 769 GitHub stdio Extract brand assets (logos, colors, backdrop images, brand name) from any website URL
Exa Listed 0 GitHub remote Exa MCP — neural/semantic web search + content retrieval (exa.ai)
Firecrawl Listed 0 GitHub remote Firecrawl MCP — wraps the Firecrawl API (firecrawl.dev) for web
Scrapling MCP Server Listed 70,243 GitHub stdio Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.
Tavily MCP Server Listed 0 GitHub stdio MCP server for advanced web search using Tavily API.
Skyvern Listed 22,516 GitHub remote AI-powered browser automation — navigate, click, fill forms, and extract data from any website.
acrawl Listed 10 GitHub stdio Autonomous web crawler. 17 browser tools + goal-driven run_goal agent. Single binary, stealth.
AEO Audit Listed 0 Domain-verified remote AEO audit: score any website 0-100 for AI visibility. Checks schema, meta, content, AI crawlers.
aeo-mcp Listed 0 GitHub stdio AEO tools for AI agents: crawler permissions, llms.txt, structured data, AI-readiness audit.
Aetheris-MCP — x402 Web Scraping MCP Server Listed 0 GitHub remote x402-gated web scraping MCP server. Pay 0.01 USDC per page on Base. Returns clean Markdown via JSDOM
Afterpaths Listed 2 GitHub stdio Session memory for AI coding agents. Search past sessions, extract rules, and track what works.
agent-data-api Listed — Domain-verified remote Pay-per-call (x402/USDC-Base) web + crypto data tools for AI agents: audit, extract, crypto, DeFi.
AgentScrape Listed 2 GitHub remote Pay-per-call web scraping for AI agents via x402 on Base USDC. Six tools, no signup.
Agent Utility API Listed — GitHub remote x402 pay-per-call tools: company enrichment, PDF extraction, Amazon/KDP data, YouTube transcripts.
agent-vending-factory Listed — GitHub remote Pay-per-call MCP tools via x402 USDC: ZAR prices, data extraction, Python sandbox, SA flights.
agentcast Listed 1 GitHub stdio Structured-output enforcer: extract and validate JSON from messy LLM text.
agentfetch Listed 2 GitHub stdio Token-budgeted web fetch for AI agents — auto-routes Jina, FireCrawl, Trafilatura, PDF.
agentql Listed 28 Domain-verified stdio Query webpages and extract structured data using natural language
agentsbase — Email for AI Agents Listed — Domain-verified stdio Email for AI agents. Create mailboxes, send/receive emails, and auto-extract verification codes.
ai-crawler-policy Listed 0 GitHub remote Cloudflare Workers MCP server: ai-crawler-policy
ActableSite AI Crawler Monitor Listed 0 Domain-verified remote Check AI crawler robots.txt policy and monitor public-site policy, sitemap, and llms.txt changes.
AI-First Scraper Listed 2 GitHub stdio Three MCP tools: fetch_page, fetch_pages_batch, search_web. Ad-free Markdown for AI agents.
ai-hr-management-toolkit Listed 1 GitHub stdio AI HR toolkit: 24 MCP tools for resume parsing, skill extraction & ATS management.
search Listed 0 GitHub remote Collaborative, cache-first web search for agents — cited answers from a shared live-web pool.
AiPayGen — 65+ AI Tools as an MCP Server Listed 2 GitHub stdio, remote 65+ AI tools as MCP: research, write, code, scrape, translate, RAG, agent memory, workflows
AIR SDK Listed 1 GitHub stdio Collective intelligence for browser automation agents. Site capabilities, selectors, and extraction.
Alembica MCP Listed 1 GitHub stdio MCP server for Alembica validation, extraction, cost estimation, and schema queries.
mcp-server Listed 0 Domain-verified stdio Web scraping MCP server — scrape, extract structured data, screenshot any site with anti-bot bypass.
Amazon Scraper API Listed 1 GitHub stdio Scrape Amazon products, search, and async batch ASIN lookups across 20 marketplaces
mcp-webgate Listed 3 GitHub stdio Web search that doesn't wreck your AI's memory.
Kai AGI - Autonomous AI Agent Listed — Domain-verified remote AI predictions, model comparison, research briefs and web search from an autonomous AI
anyapi Listed 0 GitHub remote Hundreds of scraping & data APIs through one key. USD pay-per-request, normalized schemas, failover.
apexapi-mcp Listed 0 GitHub stdio Call 120+ AI models and live web context (scrape/crawl/extract) from any MCP client with one key
Apollo Intelligence Listed 2 Domain-verified stdio 36 tools: intel feeds, DeFi, crypto, OSINT, NLP, scraping, proxy. x402 micropayments.
apple-voice-memo-mcp Listed 6 GitHub stdio Access Apple Voice Memos on macOS. List, get audio, extract and generate transcripts.
Arachne MCP Listed — GitHub remote Web scraping, browser RAG, vision, transcription, and 20 AI tools. Universal data intelligence.
Archiet Listed — GitHub stdio Archiet MCP server: scaffold full-stack apps from PRD text and extract capabilities.
arjunkmrm-brave-search-mcp-server Listed — Domain-verified remote Search the web, images, videos, news, and local businesses with robust filters, freshness controls…
arjunkmrm-fetch Listed — Domain-verified remote Fetch web pages and extract exactly the content you need. Select elements with CSS and retrieve co…
arjunkmrm-perplexity-search Listed 10 Domain-verified remote Enable AI assistants to perform web searches using Perplexity's Sonar Pro.
arjunkmrm-scrapermcp_el Listed — Domain-verified remote Extract and parse web pages into clean HTML, links, or Markdown. Handle dynamic, complex, or block…
ATEX AI Gateway Listed 2 GitHub remote One API key for 6 AI models. Pay-per-use. MCP protocol support with web search.
Audioscrape Audio Intelligence Listed — Domain-verified remote The audio intelligence layer. Search podcast transcripts, speakers, and entities across 250K+ shows.
BadRooBot-test_m Listed 0 Domain-verified remote Send quick greetings, scrape website content, and generate text or images on demand. Perform web s…
BAILII UK Case Law Listed 3 GitHub stdio Search UK case law on BAILII — court judgments with section extraction. Runs locally.
PDF Kit Listed — GitHub stdio AI-powered PDF tools: fill forms, merge, extract data, and split PDFs
biolit Listed 2 GitHub stdio LLM-assisted biomedical literature screening and extraction for PubMed, GEO, and preprints.
blacklotusdev8-test_m Listed 0 Domain-verified remote Greet anyone by name with a friendly hello. Scrape webpages to extract content for quick reference…
email Listed 1 GitHub stdio MCP server for Blip disposable email — create inboxes, receive emails, extract OTP codes
bluesky-mentions-scraper Listed — GitHub remote Track brand mentions & keywords on Bluesky. Sentiment, engagement, author reach. Pay per result.
bluesky-profile-scraper Listed — GitHub remote Bulk Bluesky profiles plus full follower/following exports via the open AT Protocol. Pay per record.
bluesky-scraper Listed — GitHub remote Scrape Bluesky posts, profiles, followers, threads and keyword search. Clean JSON, pay per result.
bol-ai Listed — GitHub remote Extract structured data from Bills of Lading: parties, ports, containers, incoterms. EU-hosted.
Web Scraper to Markdown API Listed 0 GitHub remote Extract clean markdown from any URL. Removes boilerplate. For RAG pipelines. x402.
Web Search API Listed 0 GitHub remote Web search returning structured results — titles, URLs, snippets. x402 micropayment.
Brandcode MCP Listed 9 GitHub stdio Make your brand machine-readable. Extract identity from any website into tokens and policies.
browser-use Listed 0 GitHub stdio AI browser automation - navigate, click, type, extract content, and run autonomous web tasks
IRONCLAW BTC Node Listed 0 GitHub remote Real BTC full node: fees, mempool, txs, portfolio, trace, whales, SEC, scraping, Reddit via x402.
caesar Listed — Domain-verified remote Web search and page-reading for AI agents. One-click OAuth connect, or a Caesar API key.
Caliper Listed — Domain-verified remote Geometry and CAD file metadata extraction for STL, OBJ, PLY, PCD, LAS/LAZ, glTF/GLB.
CalmSEO Listed — Domain-verified remote SEO MCP server for keyword research, SERP analysis, audits, and Search Console workflows.
camoufox-mcp Listed 7 GitHub stdio Anti-detection browser automation with Camoufox - stealth Firefox for web scraping
CatchAll Listed 1 Domain-verified remote Web search API: find every relevant event across the open web, not just the top results.
ccbot Listed — Domain-verified remote Validate CommonCrawl CCBot IP addresses. Remote MCP validate_ip tool.
ClawPage Listed 0 GitHub stdio Extract and structure any web page into clean JSON. Free tier: 10/day.
ClicheFactory Document Intelligence Listed 0 GitHub stdio Extract structured JSON from PDFs, images, DOCX, XLSX, CSV, EML attachments, and DSPy pipelines.
google-maps-mcp-server Listed — Domain-verified remote Local business lead extraction with email + phone enrichment from Google Maps.
seo-web-analysis-mcp-server Listed — Domain-verified remote Site crawl + tech stack + DNS + SSL + WHOIS — five web-intel layers in one MCP.
Content Intelligence API Listed 0 GitHub remote 9 MCP tools: extract, analyze, research, compare, monitor, brief. Pay-per-call x402 or subscribe.
content-optimizer Listed 0 GitHub stdio SERP-based content scoring and optimization with 7 SEO categories.
contractoracle Listed — Domain-verified remote ContractOracle - 10 contract analysis tools: clause extraction, redlines, DORA mappings.
CoreWise Listed — GitHub remote Extract structured insights from videos, podcasts, articles, and PDFs with multi-model AI
Crawlbase Listed 0 GitHub remote Crawlbase MCP — wraps the Crawlbase Crawling API (crawlbase.com, formerly
Crawlberg Listed 141 GitHub stdio Scrape, crawl, and map websites to Markdown or JSON via local CLI.
CrawlConsole Listed — Domain-verified stdio, remote Backlink Analysis MCP for AI Agents: authority, referring domains, and competitor link gaps.
Crawleo-MCP Listed 11 GitHub remote Hosted Crawleo MCP (remote streamable HTTP endpoint).
crawlforge-mcp-server Listed 1 GitHub stdio 26-tool MCP server for web scraping, crawling, deep research & autonomous extraction
crawlgraph-mcp Listed 1 GitHub stdio Backlink lookups and competitor gap analysis on Common Crawl's open web graph (4.4B links).
Crawlie Listed 91 Domain-verified remote Technical SEO + GEO (AI-search) site audits: hosted crawls, prioritized fixes, report diffs.
crawlinx-mcp Listed 0 GitHub remote Free technical-SEO audit MCP: crawl a site, run checks, return an LLM-ready shareable report.
Crawlora MCP Listed 1 Domain-verified remote Hosted MCP: 319 structured web-data tools for search, maps, commerce, social & finance.
customjs-mcp Listed 0 Domain-verified remote Host static HTML pages, generate PDFs, screenshots, scrape JS sites, run sandboxed JavaScript.
DACIX — The Store for AI Agents Listed 0 Domain-verified remote AI-agent marketplace: agent templates, web search & crawl, SEO audit, RO company data, city info.
DarkWeb-Breach Listed — GitHub remote OSINT dark web database search tool detecting credential leaks.

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