MCP HeartbeatTHE MCP OBSERVATORY
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Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

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DiscoveryServer directory

Remote MCP servers

Find a server for your workflow, with connection evidence you can inspect.

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441 servers

Ordered by checks passedClear filters
Dated server measurements. The status describes the last probe or a listed authentication requirement. Checks that have not been measured are not failures. Open a server to inspect the evidence.
Server / capabilityLast probeMedian latencyChecks passedLast checked
RobotsGate

Generate, validate and check robots.txt rules for AI crawlers. Free; optional Pro key.

OtherBrowser & web scraping

Requires authNot measured4 / 22Not checked yet
Scraper API

One API for public web data across social, directories and real estate, as clean JSON.

Real Estate & PropertyBrowser & web scraping

Requires authOutdated checkNot measured4 / 22
Semscraper

Real Google and Google Maps SERPs for AI assistants: pixel positions, AI Overviews and sources.

MediaBrowser & web scraping

Requires authNot measured4 / 22Not checked yet
SEO Records

SEO check of any website and AI crawler access test (access pass), and the full Audit.

Marketing & SalesBrowser & web scraping

Requires authNot measured4 / 22Not checked yet
seodraft

Turn the AI you already pay for into an SEO agent: measured topics, SERP briefs, rule-checked drafts

Marketing & SalesBrowser & web scraping

Requires authOutdated checkNot measured4 / 22
Seolytics

SEO & GEO data: keywords, live SERPs with AI Overviews, backlinks, site audits, rank tracking.

Marketing & SalesBrowser & web scraping

Requires authOutdated checkNot measured4 / 22
ShadowCrawl

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

Developer ToolsBrowser & web scraping

Requires authNot measured4 / 22
shelf-smoke — url smoke / headless QA

url smoke / headless QA: desktop+phone → pass/fail JSON. MCP shelf.kymac.co

Developer ToolsBrowser & web scraping

Requires authNot measured4 / 22Not checked yet
Spider Cloud

Crawl, scrape, search the web, and automate browsers at scale with anti-bot bypass.

Developer ToolsBrowser & web scraping

Requires authNot measured4 / 22Not checked yet
Taskavel

Headless task management for bots, apps and AI agents. Remote MCP server, OAuth or access token.

Developer ToolsBrowser & web scraping

Requires authOutdated checkNot measured4 / 22
UAParse

Parse a User-Agent: browser, OS, device, plus bot, search crawler, AI crawler and AI agent flags.

Developer ToolsBrowser & web scraping

Requires authNot measured4 / 22Not checked yet
Ujeebu

Web scraping, Google SERP, Markdown and ChatGPT/Gemini answers as typed tools for AI agents.

Developer ToolsBrowser & web scraping

Requires authNot measured4 / 22Not checked yet
Ultimate Web Scraper

Scrape and crawl websites into queryable tables: products, leads, Shopify catalogs, real estate.

Real Estate & PropertyBrowser & web scraping

Requires authOutdated checkNot measured4 / 22
Viral Outliers

Find viral outlier posts on TikTok, Instagram and YouTube, pull creator stats, and crawl on demand.

MediaBrowser & web scraping

Requires authNot measured4 / 22Not checked yet
Wholetally

Cookieless analytics for agents: visitors, pages, sources, AI crawlers, funnels and revenue.

Data & AnalyticsBrowser & web scraping

Requires authOutdated checkNot measured4 / 22
Why Won't AI Mention My Product

See what GPTBot, ClaudeBot and other crawlers get from a site: robots.txt checks and AI scans.

OtherBrowser & web scraping

Requires authNot measured4 / 22Not checked yet
ShipCheck

Independent preview-URL QA for coding agents. Playwright heuristics, pass/fail pack.

Developer ToolsBrowser & web scraping

Outdated checkNot measured3 / 22
ai.smithery/BadRooBot-test_m

Send quick greetings, scrape website content, and generate text or images on demand. Perform web s…

MediaBrowser & web scraping

Requires authNot measured3 / 22Not checked yet
ai.smithery/blacklotusdev8-test_m

Greet anyone by name with a friendly hello. Scrape webpages to extract content for quick reference…

OtherBrowser & web scraping

Requires authNot measured3 / 22Not checked yet
ai.smithery/luminati-io-brightdata-mcp

One MCP for the Web. Easily search, crawl, navigate, and extract websites without getting blocked.…

Developer ToolsBrowser & web scraping

Requires authNot measured3 / 22Not checked yet
ai.smithery/oxylabs-oxylabs-mcp

Fetch and process content from specified URLs using the Oxylabs Web Scraper API.

Developer ToolsBrowser & web scraping

Requires authNot measured3 / 22Not checked yet
ai.smithery/ScrapeGraphAI-scrapegraph-mcp

Enable language models to perform advanced AI-powered web scraping with enterprise-grade reliabili…

Developer ToolsBrowser & web scraping

Requires authNot measured3 / 22Not checked yet
ai.uxbert/cms

UXBERT Labs headless CMS: model, write and publish bilingual content, media, delivery checks.

OtherBrowser & web scraping

Requires authNot measured3 / 22Not checked yet
com.lumnika/ai-crawler-readiness

Can AI crawlers read this site? GPTBot/ClaudeBot verdicts, robots vs edge blocking, 47k-domain index

OtherBrowser & web scraping

Requires authOutdated checkNot measured3 / 22

Automated measurements. Not a rating. Unmeasured checks are not failures. How to read the evidence