MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
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open-scrapers: structured scrapers and 1,000+ site APIs for agents and code. Amazon, Zillow and YouTube scrapers in Node.js, plus a catalog of 2,400+ sites as REST/MCP tools.
MIT ★ 1 -
Drop-in Firecrawl-compatible web data extraction MCP server for Claude Code and Cursor
MIT -
Greenhouse & Lever Company Job Board & Hiring Signal Scraper ($0.50/1k) — Includes 1-Click n8n Workflow, Make.com Blueprint & Claude MCP Server (https://apify.com/lucacelli/ats-job-board-hiring-signal-scraper)
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Telegram Channel Scraper - No API Key or Phone Needed. Scrape public Telegram channels for messages, media, and engagement data.
★ 1 -
beatport-scrapergithub.com/wkzng/beatport-scraperupdated this year
MCP Server + AWS lambda function to download Beatport track metadata
MIT -
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Extract 0-3s spoken hooks, visual OCR captions, hook retention scores, timecoded transcripts, and UGC ad briefs from TikTok, Instagram Reels & YouTube Shorts (Python SDK + MCP Server)
MIT -
mcp-web-scraper-servergithub.com/null-create/mcp-web-scraper-serverupdated this year
A simple MCP server that provides basic web scraping functionality for AI Agents and Large Language Models
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TwexAPI Skills, MCP, and developer tools for structured public social data. Independent third-party service.
MIT ★ 1 -
Google Maps scraper: async Python library, CLI & MCP server for business data (emails, phones, reviews, leads) over pure HTTP — no API key, no browser.
MIT ★ 3 -
safe-scrapergithub.com/belowthestack/safe-scraperupdated this year
A web scraper with built-in credibility-risk detection for blackhat signal manipulation
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web-scraper-toolkitgithub.com/imyourboyroy/webscrapertoolkitupdated this year
A powerful, standalone web scraping toolkit using Playwright and various parsers.
pypi MIT -
@pullapi/google-maps-scraper-mcpgithub.com/basitmakine/pullapiupdated this year
Google Maps MCP server — place search, details, reviews, photos & nearby search. For Claude, Cursor & AI agents.
npm MIT -
Async EVM wallet portfolio & DeFi position scraper from DeBank with Model Context Protocol (MCP) server support
MIT -
Read your Comment Scraper exports (Reddit and Hacker News threads) from Claude, Pi and other MCP clients. Local and read-only.
npm MIT -
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cn-scraper-mcpgithub.com/goesbyhc/cn-scraper-mcpupdated this year
MCP server for Chinese web platforms including Taobao, JD, Bilibili, Douban, Dianping, Xiaohongshu, Zhihu, and Weibo.
pypi MIT -
Bilibili Comments & IP Geolocation Scraper API (哔哩哔哩评论提取器) — Extract viewer comments, reply counts, like counts, user levels (LV0-LV6), creator likes, and English IP province locations (Guangdong, Shanghai) from Bilibili videos without cookies.
★ 1 -
mcp-server-scrapergithub.com/ofershap/mcp-server-scraperupdated this year
MCP server for web scraping — extract clean markdown, links, metadata from any URL
MIT ★ 6 -
mcp-llm-scraper-mcp-by-nova-civaigithub.com/civai-technologies/mcp-llm-scraper-mcp-by-nova-civaiactive
mcp-llm-scraper MCP server by Nova (CIVAI), remote Streamable HTTP
MIT -
Go web crawler to scrape documentation sites and convert content to clean Markdown for LLM ingestion (RAG, training data)
Apache-2.0 ★ 110 -
debank-scrapergithub.com/nichsedge/debank-scraperupdated this year
EVM wallet portfolio and DeFi position scraper from DeBank with MCP support
pypi MIT -
tiktok-scraper-mcpgithub.com/benetti-corporation/tiktok-scraper-mcpupdated this year
MCP server that scrapes all TikTok comments and replies from any video. Runs locally via Puppeteer — no data leaves your machine.
npm UNLICENSED -
A free, local MCP server that gives Claude web scraping powers. 24 tools, four escalating fetch tiers, no API key.
MIT ★ 1 -
Extract validated phone numbers, WhatsApp links, and direct contact emails from local business websites. MCP Server & Python SDK.
MIT -
smart-image-scraper-mcpupdated this year
全网智能图片抓取 MCP 服务器 - 支持 Bing/Google 搜索、三种模式(link/download/both)、自定义保存路径、防盗链处理、质量控制、尺寸统一
npm MIT -
telegram-channel-scraper-mcp-servergithub.com/khadinakbaronline/telegram-channel-scraper-mcpupdated this year
MCP server for scraping public Telegram channels — messages, emails, leads, channel info. No login or API key required. Powered by Apify.
npm MIT -
mcp-server-scrapergithub.com/ofershap/mcp-server-scraperupdated this year
MCP server for web scraping — extract clean markdown, links, and metadata from any URL. Zero auth. Free alternative to Firecrawl.
npm MIT -
Read your Comment Scraper exports (Reddit and Hacker News threads) from Claude and other MCP clients. Local and read-only.
MIT ★ 1 -
linkedin-jobs-scraper-no-login-mcp-apigithub.com/deepakshe/linkedin-jobs-scraper-no-login-mcp-apiactive
Scrape live LinkedIn job postings without login or session cookies. Real-time hiring intent & tech-stack signals. MCP Server & Python SDK.
MIT -
SnapAPI-AI-Ready-Scrapergithub.com/Mulliner11/SnapAPI-AI-Ready-Scraperupdated this year
AI-Ready Web Scraper & Data Pipeline: Turns any URL into clean Markdown/JSON for LLMs & RAG. Built-in MCP server.
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Stealth browser for web scraping and AI agents: undetected Chrome over raw CDP, Cloudflare Turnstile, closed Shadow DOM & cross-origin iframes, HTML to Markdown, MCP server, LLM structured extraction (bring your own model). Puppeteer alternative.
npm MIT -
29+ Model Context Protocol (MCP) & Apify Cloud B2B Lead Generation, SEC EDGAR, GitHub Recruiter, ClinicalTrials/OpenFDA, Cybersecurity & DeFi Scrapers
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Agent-ready Amazon Scraper API: real-time product details (batch ASIN), offers & stock, reviews, search, best sellers, deals and seller data across 20 marketplaces. One pasted line for Claude Code / Codex / Cursor, an MCP server, or plain HTTP with 3 free calls a day and no key. Python examples inside.
Apache-2.0 ★ 228 -
Google Maps Scraper MCP — search businesses, extract reviews, emails, contacts and lead data from Google Maps inside any MCP agent. B2B lead gen, local SEO, competitor research.
MIT ★ 4 -
Bilibili Scraper API (哔哩哔哩 / B站爬虫) — Extract Bilibili videos, XML danmaku bullet comments, user comments with IP geolocation, UP主 creator uploads & Top 100 rankings without cookies or login. Ready for Python, JS, n8n & Claude MCP.
★ 1 -
MCP server that gives any LLM agent ad-free Markdown web scraping and search.
pypi MIT -
MCP server for Reddit Search and Thread Scraper. Reddit posts and comments by keyword, subreddit, or thread URL, with exact term matching. No Reddit login or API key. Runs on Apify. Clay-ready output.
MIT ★ 1 -
MCP server for Substack Scraper. Read Substack publications and posts, or search Substack by keyword: subscriber counts, paid plan prices, and every post with date, paid flag, likes, comments, and restacks. Runs on Apify. Clay-ready output.
MIT -
Link in Bio Scraper and Newsletter Detectorno update data
MCP server for the Mamba Labs Link in Bio Scraper and Newsletter Detector actor on Apify. Creator handles or link in bio URLs in, a newsletter verdict and contact details out.
smithery -
MCP server exposing 43 Apify public-data scrapers as tools (Google Maps, news, SEO, jobs, SEC, procurement, registries, and more)
pypi MIT License -
Scrape Google News articles by keyword. Real-time brand monitoring, PR tracking, competitive intelligence. RSS + browser fallback. Node.js + Puppeteer.
ISC ★ 1 -
Twitter/X MCP server for AI agents: search, timelines, threads and profiles via local twscrape sessions, credential-free public tweet lookup, and opt-in posting/deletion.
MIT ★ 27 -
Free HTTP/SOCKS proxy list, rebuilt every hour, with the result of every check on record. CLI, Python API, rotating proxy server, MCP server.
pypi MIT ★ 93 -
MCP server for HTML scraping and data extraction using Puppeteer
npm MIT -
scraper-api-mcpgithub.com/bitterdev/scraper-api-mcpupdated this year
MCP server for scraper-api.com — one tool per endpoint. Pull public web data (social platforms, business directories, real estate) as JSON from your agent.
MIT -
Bilibili Danmaku Scraper API (哔哩哔哩弹幕提取器) — Extract real-time XML bullet comments (弹幕), exact video timestamps, peak reaction minutes (peakMinute), and sender hashes from Bilibili videos without cookies or login. Built for AI/LLM corpora, Python, n8n & Claude MCP.
★ 1 -
bilibili-creator-videos-scrapergithub.com/zhangyinruizhang-lgtm/bilibili-creator-videos-scraperactive
Bilibili Creator Videos & UP Profile Scraper API (哔哩哔哩UP主投稿与粉丝画像爬虫) — Extract all uploaded videos (user_videos) with full 7-metric stats (views, likes, coins, favorites, coin-per-view ratio) and KOL follower profiles from any Bilibili UP creator without -352 blocks or login.
★ 1 -
mcp-linkedin-scrapergithub.com/dppalukuri/mcp-linkedin-scraperupdated this year
MCP server for LinkedIn — profiles, jobs, companies. Session-based auth, job search works without login. Free, no API keys needed.
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cn-scraper-mcpgithub.com/goesByhc/cn-scraper-mcpupdated this year
Let AI agents search the Chinese internet via MCP — Taobao, JD, Xiaohongshu, Zhihu, Weibo, Bilibili, ZSXQ, Douban, Dianping, and more.
MIT ★ 80 -
40 read-only public-data tools for MCP and Apify: leads, news, SEO, CVEs, jobs, SEC, procurement, registries, health, and media data.
MIT -
LinkedIn Profile Scraper is an automated data extraction tool designed to collect public profile information, professional work histories, skills, and contact details from LinkedIn into structured data formats.
NOASSERTION ★ 3 -
MCP server giving Claude Desktop / Cursor / Cline ad-free web scraping + search via three tools: fetch_page, fetch_pages_batch, search_web.
MIT ★ 2 -
MCP server for Google News: search news, get top stories and read articles from any AI agent. No API key, no headless browser.
npm MIT -
mcp-serp-scrapergithub.com/dppalukuri/mcp-serp-scraperupdated this year
MCP server for Google & Bing SERP extraction — organic results, ads, featured snippets, PAA, keyword research, rank checking. Free, no API keys needed.
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Extract Skool.com communities by niche keyword: member counts, monthly subscription price ($/mo), estimated Monthly Recurring Revenue (MRR), ratings, social links & creator emails ($0.80/1k, Clay & MCP ready).
NOASSERTION -
Extract live municipal building permits (commercial TI, solar, roofing, ADU) & code violations from Socrata/ArcGIS portals + auto-pierce LLC owners to wireless phones (Python SDK + MCP Server)
MIT -
shoppingscraper-cligithub.com/ShoppingResult/shoppingscraper-cliupdated this year
Price scraper CLI for Amazon, Google Shopping, Bol.com, and Coolblue — scrape prices, offers, buy-box, variants, reviews. Agent-friendly JSON envelope, MCP server mode, ships with SKILL.md for Claude Desktop / Cursor / Code.
MIT ★ 2 -
MCP servers for AI agents — Google Maps lead gen, SERP scraper, LinkedIn scraper, CAPTCHA solver, UAE real estate. Free, open-source, no API keys needed.
MIT ★ 5 -
pricechartinggithub.com/addisonking/pricechartingupdated this year
Unofficial PriceCharting scraper with REST API and MCP server
★ 1