Browser & Scraping MCP Servers

Evidence-first AI URL intelligence agent for crawling, entity resolution, social discovery, SEO, tec

URL Intelligence Agent turns any public URL into structured, evidence-backed intelligence. It goes beyond scraping and metadata extraction by combining safe crawling, entity resolution, social and contact discovery, domain and technology intelligence, SEO and security analysis, confidence scoring and source provenance. Built for developers and AI agents, it can investigate websites, identify people, companies, products and projects, discover relationships, monitor changes and generate structured outputs for RAG, automation and downstream applications. Run it through CLI, HTTP API or native MCP. AI reasoning is optional, the core intelligence pipeline works deterministically and can be fully self-hosted.

Browser automation for AI agents, powered by Playwright

Playwright MCP is Microsoft's official MCP server that lets agents drive a real browser to navigate pages, fill forms and extract structured data.

Open-source trust & interoperability layer for Malaysian public data: freshness monitoring, schema

Open-source trust & interoperability layer for Malaysian public data: freshness monitoring, schema validation, and health reports for official datasets.

WebScore is a free website scanner & checker — scan any site for SEO, performance, security and acce

WebScore is a tool designed to help website owners analyze their sites and identify issues related to SEO, performance, security, and accessibility. With just a quick scan, users can gain insights and step-by-step recommendations to improve their site's performance. This service is ideal for website owners, developers, and marketing teams who want to optimize their online presence and address potential issues before they impact user experience.

A remote Model Context Protocol (MCP) server that provides access to Jina Reader, Embeddings and Rer

A remote Model Context Protocol (MCP) server that provides access to Jina Reader, Embeddings and Reranker APIs with a suite of URL-to-markdown, web search, image search, and embeddings/reranker tools:

Daily keyword rankings, installs, ratings, competitor data, and listing changes from Chrome Web Stor

ExtensionDash provides analytics for browser extensions, enabling coding agents to track daily keyword rankings, installs, ratings, and competitor information. It's particularly useful for developers looking to optimize their Chrome and Firefox add-ons. The service allows users to connect their extensions without needing store credentials or source code access, offering valuable insights into performance directly through their coding agents.

Chrome DevTools for agents (chrome-devtools-mcp) lets your coding agent (such as Antigravity, Claude

Chrome DevTools for agents (chrome-devtools-mcp) lets your coding agent (such as Antigravity, Claude, Cursor or Copilot) control and inspect a live Chrome browser. It acts as a Model-Context-Protocol (MCP) server, giving your AI coding assistant access to the full power of Chrome DevTools for reliable automation, in-depth debugging, and performance analysis. A CLI is also provided for use without MCP.

Production ready MCP server with real-time search, extract, map & crawl.

Production ready MCP server with real-time search, extract, map & crawl.

A Model Context Protocol server that provides web content fetching capabilities. This server enables

A Model Context Protocol server that provides web content fetching capabilities. This server enables LLMs to retrieve and process content from web pages, converting HTML to markdown for easier consumption.

A MCP server implementation for hyperbrowser

A MCP server implementation for hyperbrowser

Browse the web, directly from Cursor etc.

Browse the web, directly from Cursor etc.

A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web a

A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.

Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any o

Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.

The Apify MCP server enables your AI agents to extract data from social media, search engines, maps,

The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automation tools available on the Apify Store.

One server exposing 21 account intelligence actors on Apify as tools for GTM research.

MCP server for the Mamba Labs GTM Suite. One server exposing twenty one account-intelligence actors on Apify as tools: identity, firmographics, social presence, hiring, tech stack, job boards, funding, change feed, LinkedIn, signals, ICP scoring, and more Install: npx -y @mambalabsdev/mcp-gtm-suite (set APIFY_TOKEN). Source: https://github.com/mambalabsdev/mcp-gtm-suite. Listed in the official MCP registry as com.mambabuilt/mcp-gtm-suite. Actor runs bill through your Apify account.

Google Maps Lead Scraper: batch keywords for leads with emails & socials, plus Online reviews and ph

GMaps Lead Finder is a Google Maps Lead Scraper that allows users to batch-scrape phone numbers, websites, emails, and social media links from Google Maps. It serves businesses and agencies looking for outreach-ready leads without the hassle of manual research. The tool automates the collection of leads while providing features like email enrichment and social profile extraction.

Watch your contacts and get back only job changes: leavers, landings, replacements, new hires.

MCP server for Career Change Signal Engine. Career Change Signal Engine reads the people on your watch list and returns only what changed since you last checked: who left, who landed where, who replaced them, and who started after a role closed. Every row says how the person was matched, which source answered, and how old that source is. Runs on Apify. Clay-ready output.

Watch company job boards for new, closed, and reposted postings, with 30 day hiring velocity.

MCP server for Account Hiring Watch. Watch company domains and get only what changed since the last run: new, closed, and reposted job postings read live from 17 job boards, Greenhouse, Lever, Ashby, and Workday among them. Each row has the full job description, a stable posting key, and 30 day hiring velocity. Runs on Apify. Clay-ready output.

Enrich a company domain into firmographics via Apify: employees, industry, HQ, revenue, logo, age.

MCP server for the Mamba Labs Company Firmographic Enricher. Enrich a company domain into firmographics via Apify: employees, industry, HQ, revenue, logo, age. Install: npx -y @mambalabsdev/mcp-company-firmographic-enricher (set APIFY_TOKEN). Source: https://github.com/mambalabsdev/mcp-company-firmographic-enricher. Listed in the official MCP registry as com.mambabuilt/mcp-company-firmographic-enricher. Actor runs bill through your Apify account.

Audit whether an AI agent can read a site: llms.txt, robots AI crawler rules, structured data.

MCP server for the Mamba Labs Agent Accessibility Auditor actor on Apify. Give it a domain and it returns whether an AI agent can read that site: llms.txt presence, robots.txt rules for AI crawlers, structured data, and agent endpoints. Install with npx @mambalabsdev/mcp-agent-accessibility-auditor and your own Apify token.

Detect whether a company declares, deploys, or charges for AI, with the evidence.

MCP server for the Mamba Labs AI Tooling Detector actor on Apify. Give it a company domain and it returns whether the company only talks about AI, actually deploys AI tooling on its site, or charges for AI, with the evidence, as Clay-ready JSON. Install with npx @mambalabsdev/mcp-ai-tooling-detector and your own Apify token.

Resolve a company domain to its Bluesky account with exact follower, following and post counts.

MCP server for Bluesky Brand Presence Mapper. Give it company domains and it resolves each one to the company's Bluesky account, with exact follower, following, and post counts. Runs on Apify. Clay-ready output.

Resolve company name, domain, or LinkedIn into one canonical identity with confidence scores.

MCP server for the Mamba Labs Company Identity Resolver. Resolve company name, domain, or LinkedIn into one canonical identity with confidence scores. Install: npx -y @mambalabsdev/mcp-company-identity-resolver (set APIFY_TOKEN). Source: https://github.com/mambalabsdev/mcp-company-identity-resolver. Listed in the official MCP registry as com.mambabuilt/mcp-company-identity-resolver. Actor runs bill through your Apify account.

Map a company domain to its social media URLs and follower counts via Apify.

MCP server for the Mamba Labs Company Social Presence Mapper. Map a company domain to its social media URLs and follower counts via Apify. Install: npx -y @mambalabsdev/mcp-company-social-presence-mapper (set APIFY_TOKEN). Source: https://github.com/mambalabsdev/mcp-company-social-presence-mapper. Listed in the official MCP registry as com.mambabuilt/mcp-company-social-presence-mapper. Actor runs bill through your Apify account.

Build a company list from live hiring data or from US SEC filings mentioning a phrase.

MCP server for the Mamba Labs Company Discovery List Builder. Build a company list from live hiring data or from US SEC filings mentioning a phrase. Install: npx -y @mambalabsdev/mcp-company-discovery-list-builder (set APIFY_TOKEN). Source: https://github.com/mambalabsdev/mcp-company-discovery-list-builder. Listed in the official MCP registry as com.mambabuilt/mcp-company-discovery-list-builder. Actor runs bill through your Apify account.

Keywords or handles in, a finished influencer lead list with contact details out.

MCP server for the Mamba Labs Influencer Lead List Builder. Keywords or handles in, a finished influencer lead list with contact details out. Install: npx -y @mambalabsdev/mcp-creator-lead-list-all-in-one (set APIFY_TOKEN). Source: https://github.com/mambalabsdev/mcp-creator-lead-list-all-in-one. Listed in the official MCP registry as com.mambabuilt/mcp-creator-lead-list-all-in-one. Actor runs bill through your Apify account.

Read influencer profiles by handle across seven platforms: followers, engagement, bio, and bio link.

MCP server for the Mamba Labs Creator Profile Reader. Read influencer profiles by handle across seven platforms: followers, engagement, bio, and bio link. Install: npx -y @mambalabsdev/mcp-creator-profile-reader (set APIFY_TOKEN). Source: https://github.com/mambalabsdev/mcp-creator-profile-reader. Listed in the official MCP registry as com.mambabuilt/mcp-creator-profile-reader. Actor runs bill through your Apify account.

Classify a job title into department and seniority, and optionally verify the position.

MCP server for the Mamba Labs Contact Classifier. Classify a job title into department and seniority, and optionally verify the position. Install: npx -y @mambalabsdev/mcp-contact-classifier (set APIFY_TOKEN). Source: https://github.com/mambalabsdev/mcp-contact-classifier. Listed in the official MCP registry as com.mambabuilt/mcp-contact-classifier. Actor runs bill through your Apify account.

Recheck a named influencer watchlist and return what moved since the run before it.

MCP server for the Mamba Labs Creator Change Monitor. Recheck a named influencer watchlist and return what moved since the run before it. Install: npx -y @mambalabsdev/mcp-creator-change-monitor (set APIFY_TOKEN). Source: https://github.com/mambalabsdev/mcp-creator-change-monitor. Listed in the official MCP registry as com.mambabuilt/mcp-creator-change-monitor. Actor runs bill through your Apify account.

Find influencers by keyword or niche across seven creator platforms, with follower counts.

MCP server for the Mamba Labs Creator Finder. Find influencers by keyword or niche across seven creator platforms, with follower counts. Install: npx -y @mambalabsdev/mcp-creator-finder (set APIFY_TOKEN). Source: https://github.com/mambalabsdev/mcp-creator-finder. Listed in the official MCP registry as com.mambabuilt/mcp-creator-finder. Actor runs bill through your Apify account.

Enrich companies, find hiring signals, and find verified contacts from a domain or keyword.

MCP server for the Mamba Labs Prospect Engine actor on Apify. Turns a domain or a hiring keyword into enriched company records and verified contacts, with ICP scoring and per field provenance. Install with npx @mambalabsdev/mcp-b2b-prospect-engine and your own Apify token.

Detect company changes across hiring, tech stack, funding, and firmographics. Returns only deltas.

MCP server for the Mamba Labs Company Change-Event Feed. Detect company changes across hiring, tech stack, funding, and firmographics. Returns only deltas. Install: npx -y @mambalabsdev/mcp-company-change-event-feed (set APIFY_TOKEN). Source: https://github.com/mambalabsdev/mcp-company-change-event-feed. Listed in the official MCP registry as com.mambabuilt/mcp-company-change-event-feed. Actor runs bill through your Apify account.

Find a company contact page and extract role emails, a phone number and a postal address.

MCP server for the Mamba Labs Company Contact Details Extractor. Find a company contact page and extract role emails, a phone number and a postal address. Install: npx -y @mambalabsdev/mcp-company-contact-details-extractor (set APIFY_TOKEN). Source: https://github.com/mambalabsdev/mcp-company-contact-details-extractor. Listed in the official MCP registry as com.mambabuilt/mcp-company-contact-details-extractor. Actor runs bill through your Apify account.

GEO Scanner for AI Search Visibility

LLMention is an independent tool that audits whether AI search engines can reach, parse, and cite a website. It provides a free AI crawler audit and llms.txt generator, allowing users to check if AI models like ChatGPT, Claude, and Perplexity can effectively crawl and cite their content. With no signup required, this tool measures a site's compliance with specific AI crawling checks, providing valuable insights into search visibility for AI-generated content.