Browser Automation MCP servers

MCP server for unpacking and analyzing Playwright trace.zip archives

Headless Windows ops over MCP: hidden PowerShell plus in-process SSH, WinRM and SFTP.

Local MCP tools for crawler-readability and discovery-file diagnostics.

Headless PyMOL for molecular visualization, GROMACS/LAMMPS trajectories and clathrate-hydrate cage analysis, including H-bond networks and order parameters.

LionScraper Python: MCP stdio + CLI + HTTP API bridging AI to LionScraper browser extension.

Checks robots.txt line by line and says what each AI crawler token actually controls - training, AI

Analyze and generate robots.txt with AI crawler detection for 20+ bots like GPTBot and ClaudeBot.

Analyse robots.txt content and report whether a path may be crawled.

Run Scrapeer visual web-scraping flows from AI agents.

Scrape, clean and match product and price data from any website

MCP Selenium WebDriver Server — AI-powered browser automation with hexagonal architecture. 66 tools for navigation, interaction, screenshots, assertions, cookies, tabs, HTTP API, recording, batch execution, and raw WebDriver access.

Control browsers with Selenium using natural language, for testing, automation and multi-user scenarios.

20+ pay-per-use APIs: image gen, crypto data, email verify, SSL check, web scraping, and more.

Analytics, advertising: Facebook/Meta, TikTok, competitor ads. Free plan; Spytrend OAuth in browser

Stealth Chromium MCP server with hybrid AOM + Set-of-Mark vision and Readability extraction.

Token-first headless browser for AIs. Extracts a tiny semantic graph, cutting HTML bloat by 95%.

Finds the robots.txt lines that reserve nothing — retired crawler tokens, shadowed groups, rules abo

MCP server for technical & on-page SEO audits — crawlability, HTTPS, Core Web Vitals, sitemap, robots.txt, structured data, and AI-crawler access. Reports as Markdown, JSON, or a shareable HTML file.

Build Telink and other embedded SDKs (Eclipse headless, Make or generic) via natural language, with automatic build pattern detection.

One audio queue across Spotify, the browser, local files and whatever is already playing.

Scrape Twitter/X profiles, tweets, search. No API key. Structured JSON. x402 pay-per-call.

86 tools: drive YOUR real Chrome via CDP + browse/install/publish Threads in chat. webloom.run.

Fetch any URL and get clean Markdown. Web scraping for AI agents.

Headless CMS whose page sections are defined by your own code: pages, records, media, commerce.

Trust-aware repository facts for agents: build, test, docs, license, and security, no scraping.

MCP server for web scraping, structured data extraction, and screenshots — give Claude, Cursor, Windsurf, and AI agents the ability to scrape any website with automatic anti-bot bypass

Manage a Directus headless CMS: read and write items, create collections and fields, upload files, trigger flows, administer users and inspect schemas.

Capture web pages as images or PDFs with element targeting, device and viewport controls, location selection, page interactions and blocking options.

Web page data: scrape to Markdown, extract metadata, links and JSON-LD, audit on-page SEO, detect tech stacks and validate XML sitemaps.

Usable Browser Agent, free personal/evaluation tier: an MCP server plus browser extension that lets your AI agent drive your real, logged-in browser.

Check a website's visibility to AI search: scores AI crawler access, JSON-LD, title and meta tags, Open Graph, sitemap and llms.txt, with a fix for each gap.

MCP server that gives AI agents tools to inspect a website's visibility to AI answer engines: crawler permissions, llms.txt, structured data, and a full AI-readiness audit.

URL to screenshot, PDF, or structured extract for AI agents via MCP.

MCP server for ApexApi — call 120+ AI models and live web context (scrape/crawl/extract) from any MCP client with one ak- API key

AINative Browser Agent MCP Server — 6 AI-powered browser automation tools for web interaction, structured data extraction, page validation, multi-step tasks, and memory enrichment. Auto-detects ZeroLocal vs Cloud.

Browserless MCP — wraps the Browserless headless-Chromium REST API (browserless.io)

caniuse MCP — browser feature support tables

Real-user Core Web Vitals for any website with enough traffic, from Google's Chrome UX Report — the field measurements Google Search itself uses.

Common Crawl's public web archive — find every time a URL was crawled since 2008 and read the exact page bytes that were captured.

AI SEO audits: score AI crawler readiness, validate JSON-LD and robots.txt, compare human and crawler views, and generate llms.txt, robots.txt and JSON-LD.

CrawlGraph MCP — backlink intelligence on the public Common Crawl webgraph

Crystallize MCP — headless commerce tools for AI agents. Browse catalogue, search products, inspect shapes, manage orders via Model Context Protocol.

Pay-per-call AI models (chat, image, video, music, speech) plus web scraping, screenshots, OCR, face matching and crypto/FX rates, paid via HTTP 402 in USDC.

Official GrabzIt Model Context Protocol (MCP) server for AI web scraping, screenshots, and PDF/DOCX generation.

Accessibility-tree browser automation with deterministic snapshots, human approval gates, redacted audit logs and console, network and Web Vitals monitoring.

MCP server that gives an agent a real browser: url to markdown, screenshot a url, url to pdf. No signup.

Web data via residential proxies: page scraping to Markdown, SERP search, site crawl and map, ready-made collectors and datasets from plain-language prompts.

QuickGO (EBI) MCP — Gene Ontology browser.