MCP HeartbeatTHE MCP OBSERVATORY
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Evidence for your next connection.

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

Read-only probes

DiscoveryServer directory

Remote MCP servers

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

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440 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
Google Ads Transparency Scraper

Every Google ad of any advertiser or domain: text, image and YouTube ads.

Marketing & SalesBrowser & web scraping

Requires authNot measured5 / 22
Google Ads Transparency Scraper: Competitor Ads by Domain

Every Google ad a company runs, by domain: advertiser, format, dates. Runs on Apify.

Marketing & SalesBrowser & web scraping

Requires authNot measured5 / 22Not checked yet
Google Hotels Scraper

Hotel prices, ratings, reviews and amenities from Google Hotels for any city, dates and guests.

TravelBrowser & web scraping

Requires authNot measured5 / 22
Google Hotels Scraper

Google Hotels prices for any city and dates: nightly and total price with taxes, ratings, amenities.

TravelBrowser & web scraping

Requires authNot measured5 / 22Not checked yet
Google Jobs Scraper

Job listings from Google Jobs with salary ranges, highlights, descriptions and apply links.

Developer ToolsBrowser & web scraping

Requires authNot measured5 / 22
Google Jobs Scraper

Google Jobs listings with parsed salaries and direct apply links, more than 10 per search.

Developer ToolsBrowser & web scraping

Requires authNot measured5 / 22Not checked yet
Google Maps Scraper

Live Google Maps business search, review, and photo data for AI agents over MCP.

MediaBrowser & web scraping

Requires authNot measured5 / 22Not checked yet
Google News Scraper + Full Article Text

Google News search and topics with the full article text in Markdown for LLMs.

Developer ToolsBrowser & web scraping

Requires authNot measured5 / 22
Google Play Scraper & SERP Rank Checker

Google Play apps, reviews and search, plus top-100 search rank on Google, Bing and Yandex.

Developer ToolsBrowser & web scraping

Requires authNot measured5 / 22Not checked yet
Google Trends Scraper

Google Trends interest over time and by region, rising queries and trending searches.

Developer ToolsBrowser & web scraping

Requires authNot measured5 / 22
Google Trends Scraper

Google Trends for any number of keywords on one scale: interest over time, regions, rising queries.

Developer ToolsBrowser & web scraping

Requires authNot measured5 / 22Not checked yet
Google Trends Scraper (orbots) - Apify Actor

Google Trends trending searches, volume estimates & trend duration. Not affiliated with Google LLC.

Developer ToolsBrowser & web scraping

Requires authNot measured5 / 22Not checked yet
Requires authNot measured5 / 22Not checked yet
Requires authNot measured5 / 22Not checked yet
Gupy Jobs Scraper (Apify) - Brazil jobs with descriptions

Gupy (Brazil) jobs as JSON: full description, city, state, workplace and contract type. $0.80/1k

LegalBrowser & web scraping

Requires authNot measured5 / 22Not checked yet
HasData Web Scraping

Fetch any public web page through managed proxies, with optional JS rendering and extraction rules.

OtherBrowser & web scraping

Requires authNot measured5 / 22Not checked yet
Requires authNot measured5 / 22Not checked yet
Hirist Jobs Scraper (Apify) - India IT and tech jobs

Hirist India tech jobs as JSON: full JD, skills, salary when disclosed, applicants. $2/1k

Developer ToolsBrowser & web scraping

Requires authNot measured5 / 22Not checked yet
Requires authNot measured5 / 22Not checked yet
IIMJobs Jobs Scraper (Apify) - India MBA, finance & management jobs

IIMJobs MBA/finance jobs JSON, full JD. $2/1k + $0.001/run. Apify Bearer token required.

Developer ToolsBrowser & web scraping

Requires authNot measured5 / 22Not checked yet
ImportYeti Scraper (Apify) - US import records and bills of lading

ImportYeti US import records as JSON: bills of lading per company, top suppliers. $2/1k

Developer ToolsBrowser & web scraping

Requires authNot measured5 / 22Not checked yet
Instagram Comments Scraper: All Comments, No Login

Public comments on any Instagram post or reel, newest or top first, with keyword filters. No login.

Developer ToolsBrowser & web scraping

Requires authNot measured5 / 22Not checked yet
Requires authNot measured5 / 22Not checked yet
Instagram Reels Transcript Scraper

Transcripts of Instagram Reels or a creator's newest reels by @handle. No login.

Developer ToolsBrowser & web scraping

Requires authNot measured5 / 22

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