MCP Servers
MCP servers connect AI agents to services such as databases, search and communication tools.
✓ Official
36 publishersSelect a publisher to filter the entries listed on Labsco.
modelcontextprotocol17 servers
google2 servers
googleapis2 servers
microsoft8 servers
azure3 servers
github2 servers
awslabs9 servers
bytedance1 server
stripe2 servers
cloudflare3 servers
vercel1 server
figma1 server
makenotion1 server
atlassian1 server
supabase1 server
redis2 servers
elastic1 server
jetbrains1 server
ibm2 servers
getsentry4 servers
grafana2 servers
hashicorp1 server
brave1 server
firebase1 server
browserbase1 server
apify1 server
firecrawl1 server
mendableai1 server
clickhouse1 server
neondatabase1 server
upstash2 servers
qdrant2 servers
resend1 server
e2b-dev1 server
exa-labs1 server
mastra-ai1 serverData Extraction
109 MCP serversHTTP Requests
★ 7An MCP server for making HTTP requests, enabling LLMs to fetch and process web content.
YouTube MCP Server
★ 5Extract metadata and captions from YouTube videos and convert them to markdown.
YouTube Insights MCP Server
★ 4Extract insights from YouTube videos, including subtitles, video discovery, and channel information.
Outscraper
★ 4Extract data from Google Maps, including places and reviews, using the Outscraper API.
rippr YouTube Transcripts
★ 4YouTube transcript extraction for AI agents. Clean text, timestamps, or structured JSON from any video. No API keys required.
JCrawl4AI
★ 4A Java-based MCP server for interacting with the Crawl4ai web scraping API.
CarDeals-MCP
★ 4A Model Context Protocol (MCP) service that indexes and queries car-deal contexts - fast, flexible search for vehicle listings and marketplace data.
CompanyScope MCP
★ 4Company intelligence in one tool call — funding, tech stack, employees, competitors, news from public APIs
Website to Markdown MCP Server
★ 4Fetches and converts website content to Markdown with AI-powered cleanup, OpenAPI support, and stealth browsing.
Web Fetch
★ 4Fetches and converts web content, ideal for data extraction and web scraping.
Videogame Encyclopedia MCP Server
★ 3MPC server dedicated to gather information for videogames
YouTube Transcript Extractor
★ 3Extracts transcripts from public YouTube videos.
Google Maps Reviews MCP Server
★ 3Summarizes reviews for a specific location from Google Maps.
brosh
★ 3A browser screenshot tool to capture scrolling screenshots of webpages using Playwright, with support for intelligent section identification and multiple output formats.
NBA Player Stats
★ 3Provides comprehensive NBA player statistics from basketball-reference.com, including career stats, season comparisons, and advanced metrics.
Amazon Scraper API
★ 2An MCP server that connects AI agents to Amazon product, search, and review data across 20 marketplaces via the ChocoData Amazon Scraper API.
Fetch as Markdown MCP Server
★ 2Fetches web pages and converts them to clean markdown, focusing on main content extraction.
SABIS MCP Server
★ 2Access academic grades from the Sakarya University SABIS system via automated web scraping.
FetchPage MCP
★ 2Intelligent web page fetching with automatic cookie support and CSS selector extraction.
TheCrawler
★ 2Web scraper exposing 5 MCP tools — crawl, markdown extraction, search-and-crawl, sitemap parsing, and LLM JSON-schema structured extraction. AGPL-3.0.
Spider Cloud MCP
★ 2Spider MCP server: crawl, scrape, search, and automate browsers at scale
MCP Go Colly Crawler
★ 1A web crawling framework that integrates the Model Context Protocol (MCP) with the Colly web scraping library.
Context Scraper MCP Server
★ 1A server for web crawling and content extraction using the Crawl4AI library.
MCP Web Scraper
★ 1A production-ready web scraping platform with ML-powered automation, browser automation via Playwright, and persistent caching.
EyeBrowse
★ 1Stealthy, LLM-drivable browser engine — a Python library + 85-tool MCP server on stealth Chromium with full Chrome DevTools Protocol.
SERP Scraper MCP
★ 1Extract structured Google & Bing results — organic, ads, featured snippets, PAA, related searches. Keyword research and rank checking. Free alternative to SerpApi. No API keys required.
ProxyClaw MCP Server
★ 1Residential proxy MCP server for AI agents to fetch, render, scrape, and verify web content through ProxyClaw/IPLoop proxies.
WebSearch
★ 1A web search and content extraction tool using the Firecrawl API for advanced web scraping, searching, and content analysis.
GTM Hiring Signal Scraper
★ 1Detects whether a company is hiring for go-to-market roles by reading its ATS boards, returning a Clay-ready hiring signal. Part of the Mamba Labs signal toolkit.
GTM Tech Stack Signal Enrichment
★ 1Identifies the sales and marketing tools a company uses from its website, returned as simple per-tool flags. Part of the Mamba Labs signal toolkit.