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Best of

Best web scraping MCP servers

Web scraping MCP servers fetch pages and return clean text or structured data. Check whether a server renders JavaScript, respects robots.txt, and caps how many pages one request can crawl. 891 published MCP servers match this ranking. The highest trust scores right now are Ross AI Apify Actors at 55, japan-car-market-mcp at 55, Piloterr at 55. The order is the published trust score: registry record, license, maintenance, popularity, documentation, and security signals. Featured slots, when an editor sets them, are labeled and do not change the score. Best web scraping MCP servers is not a paid placement.

Best of

Full ranking

Every server that matches this ranking, ordered by trust score.

891 servers
Trust score 37 of 100, Limited

Enrich IPs, emails, domains, companies. Scrape SEC, news, jobs, Crunchbase. Bitcoin pay-per-use.

RegistryRemote
LicenseQualityMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
— stars—/wk weekly downloads— tools
Trust score 37 of 100, Limited

Stealth scraping & search. Bypasses Cloudflare, DataDome & LinkedIn via Cyborg HITL approach.

RegistryRemote
LicenseQualityMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
— stars—/wk weekly downloads— tools
Trust score 37 of 100, Limited

8-tool AI web intelligence suite: search, scrape, screenshot, SEO, docs, crypto, code.

RegistryRemote
LicenseQualityMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
— stars—/wk weekly downloads— tools
Trust score 37 of 100, Limited

Reddit MCP Server via Apify

Registry
LicenseQualityMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
— stars—/wk weekly downloads— tools
Trust score 37 of 100, Limited

80 paid MCP tools via x402 USDC micropayments. Crypto data, web scraping, auditing, and more.

RegistryRemote
LicenseQualityMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
— stars—/wk weekly downloads— tools
Trust score 37 of 100, Limited

Remote MCP server for hotel rate monitoring, parity checks, and pricing intelligence via Apify.

RegistryRemote
LicenseQualityMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
— stars—/wk weekly downloads— tools
Trust score 37 of 100, Limited

Real-time data API for AI Agents: stocks, weather, forex, logistics, search, scrape, news, IP.

RegistryRemote
LicenseQualityMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
— stars—/wk weekly downloads— tools
Trust score 37 of 100, Limited

AEO audit: score any website 0-100 for AI visibility. Checks schema, meta, content, AI crawlers.

RegistryRemote
LicenseQualityMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
— stars—/wk weekly downloads— tools
Trust score 37 of 100, Limited

Real-time ESPN sports data: live scores, standings, boxscores, odds & stats for 25+ leagues

RegistryRemote
LicenseQualityMaintenanceLicense: Not graded. No license is recorded for this server.Quality: A. 85/100 for listing completeness. Lost points: short README, short summary, no docs link.Maintenance: Not graded. No commit or release date has been recorded.
— stars—/wk weekly downloads12 tools
Trust score 37 of 100, Limited

35+ web scraping tools. Firecrawl, Bright Data, Jina, Olostep, ScrapeGraph, Notte, Riveter.

RegistryRemote
LicenseQualityMaintenanceLicense: Not graded. No license is recorded for this server.Quality: Not graded. No README or tool list has been captured yet.Maintenance: Not graded. No commit or release date has been recorded.
— stars—/wk weekly downloads— tools
Trust score 36 of 100, Limited

PyreCrawl

by sanggonboy · Python

Web scraping + research toolkit for AI agents: scrape, crawl, monitor URLs with anti-bot bypass.

Registry
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: B. Last commit or release 48 days ago.
22 stars—/wk weekly downloads— tools
Trust score 36 of 100, Limited

mcp

by gmapsscraper · JavaScript

Scrape Google Maps business data from any MCP client — names, phones, emails, websites, ratings.

Registry
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: B. 81/100 for listing completeness. Lost points: short README, 1 of 4 tools barely described, short summary.Maintenance: C. Last commit or release 3 months ago.
3 stars24/wk weekly downloads4 tools
App Store Trends API logo
Trust score 36 of 100, Limited

App downloads and chart ranking trends for iOS and Android. Free key at trendsapi.ai

RegistryRemote
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: D. 48/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: B. Last commit or release 2 months ago.
0 stars—/wk weekly downloads— tools
Wikipedia Trends API logo
Trust score 36 of 100, Limited

Wikipedia page view trends for any topic over time. Free key at trendsapi.ai

RegistryRemote
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: D. 48/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: B. Last commit or release 2 months ago.
0 stars—/wk weekly downloads— tools
Reddit Trends API logo
Trust score 36 of 100, Limited

Reddit discussion volume and subreddit growth over time. Free key at trendsapi.ai

RegistryRemote
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: C. 65/100 for listing completeness. Lost points: no listed tools, short summary.Maintenance: B. Last commit or release 2 months ago.
0 stars—/wk weekly downloads— tools
Steam Trends API logo
Trust score 36 of 100, Limited

Steam concurrent player trends for any game over time. Free key at trendsapi.ai

RegistryRemote
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: D. 48/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: B. Last commit or release 2 months ago.
0 stars—/wk weekly downloads— tools
Amazon Trends API logo
Trust score 36 of 100, Limited

Amazon product search volume and best-seller trends. Free key at trendsapi.ai

RegistryRemote
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: D. 48/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: B. Last commit or release 2 months ago.
0 stars—/wk weekly downloads— tools
Trust score 36 of 100, Limited

AI visibility checker: GPTBot vs OAI-SearchBot, robots.txt audit, raw-HTML schema. 165 crawlers.

Registry
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: D. 48/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: B. Last commit or release 2 months ago.
0 stars—/wk weekly downloads— tools
Trust score 35 of 100, Limited

Fetch recent public X/Twitter posts by named handle for monitoring, comparison, OSINT, and research.

RegistryRemote
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: C. 65/100 for listing completeness. Lost points: no listed tools, short summary.Maintenance: C. Last commit or release 2 months ago.
9 stars—/wk weekly downloads— tools
Trust score 35 of 100, Limited

Bridge a live Chrome browser to your agent: 150 tools for capture, extraction, and observation.

Registry
LicenseQualityMaintenanceLicense: A. Apache-2.0 is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: C. Last commit or release 2 months ago.
8 stars—/wk weekly downloads— tools
Trust score 35 of 100, Limited

Pure-Go browser for AI: fetch pages, render JS without Chromium, return clean Markdown over MCP.

Registry
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: C. Last commit or release 3 months ago.
8 stars—/wk weekly downloads— tools
Trust score 35 of 100, Limited

sber-mcp

by ex3lite · Python

Unofficial SberBank Online: read accounts and operations, transfer with human approval.

Registry
LicenseQualityMaintenanceLicense: A. MIT is a permissive open source license.Quality: Not graded. No README or tool list has been captured yet.Maintenance: C. Last commit or release 3 months ago.
6 stars—/wk weekly downloads— tools
Trust score 35 of 100, Limited

Pay-per-call market data for AI agents via x402 (USDC on Base): regime, track record, catalysts.

Registry
LicenseQualityMaintenanceLicense: Not graded. No license is recorded for this server.Quality: D. 48/100 for listing completeness. Lost points: short README, no listed tools, short summary.Maintenance: A. Last commit or release 9 days ago.
0 stars236/wk weekly downloads— tools