MCP HeartbeatTHE MCP OBSERVATORY
Public workspace

Explore

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.

Connect your agent

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
Pinterest Scraper

Pinterest pins, boards, profiles and keyword search to JSON: saves, images, links, creators.

MediaBrowser & web scraping

Requires authOutdated checkNot measured3 / 22
Pinterest Trends Scraper & API

Pinterest Trends for AI agents, no login: keyword research, forecast, audience, trending searches.

Developer ToolsBrowser & web scraping

Requires authNot measured3 / 22Not checked yet
PreteWorks API

One key for the document-to-web pipeline: scrape, AI-extract, build & edit PDFs, fill forms.

OtherBrowser & web scraping

Requires authNot measured3 / 22Not checked yet
Price Per Unit Calculator

Price per unit from Amazon, Walmart and grocery scraper rows: best value, bigger-pack traps

Developer ToolsBrowser & web scraping

Requires authNot measured3 / 22Not checked yet
Puptra PDF Snapshot

One-call URL-to-PDF and full-page screenshot API with Puppeteer's page.pdf()/page.screenshot()...

Developer ToolsBrowser & web scraping

Requires authNot measured3 / 22Not checked yet
Reclame Aqui Scraper — Reputação de Empresas BR

Reputação de empresas no Reclame Aqui: nota, índice de solução e total de reclamações.

Developer ToolsBrowser & web scraping

Requires authNot measured3 / 22
Recruitee Jobs Scraper - Clean Job Data API

Scrape any company's Recruitee job board with this scraper.

OtherBrowser & web scraping

Requires authNot measured3 / 22Not checked yet
Reddit Questions Finder

Top questions people ask on Reddit, from scraper rows: grouped, ranked by repeats, unanswered

Developer ToolsBrowser & web scraping

Requires authNot measured3 / 22Not checked yet
Reddit Scraper

Reddit posts, full comment trees, searches, subreddits and users, as JSON or Markdown for LLMs.

OtherBrowser & web scraping

Requires authNot measured3 / 22Not checked yet
Reddit Search Scraper

Search Reddit posts by keyword and subreddit; find recommendation requests and brand mentions.

Developer ToolsBrowser & web scraping

Requires authOutdated checkNot measured3 / 22
Remote Jobs Scraper — Remote OK Listings, Salary Filter, Links

Get current remote jobs from Remote OK filtered by keyword, tag, seniority, country and salary

Developer ToolsBrowser & web scraping

Requires authNot measured3 / 22Not checked yet
Rippling Jobs Scraper & Data Extractor API

Rippling ATS job scraper pulls live postings from any company's Rippling job board via API.

OtherBrowser & web scraping

Requires authNot measured3 / 22Not checked yet
ScrapeAtlas

Unified social scraper MCP — profiles, posts, videos across ~40 platforms via Streamable HTTP.

MediaBrowser & web scraping

Requires authNot measured3 / 22Not checked yet
Scrappycoco

Route web, social, and filings data tasks to the best available scraper.

Developer ToolsBrowser & web scraping

Requires authOutdated checkNot measured3 / 22
SEEK Jobs Scraper: Australia & NZ Listings

Scrape SEEK job listings from Australia and New Zealand.

OtherBrowser & web scraping

Requires authNot measured3 / 22Not checked yet
SEO Tools: Keyword Research, SERP, Backlinks & Rank Tracking

Keyword research, Google SERPs, backlinks, rank checks and SEO audits in Claude.

Marketing & SalesBrowser & web scraping

Requires authNot measured3 / 22Not checked yet
SERP.technology

Read workspaces, sites, keywords, articles and analytics from the SERP.technology SEO platform.

Data & AnalyticsBrowser & web scraping

Requires authNot measured3 / 22
Shopee Brasil Scraper — Produtos, Preços, Vendidos e Lojas

Produtos da Shopee Brasil por busca ou loja: preço, Pix, nota, cidade, loja e vendidos

Developer ToolsBrowser & web scraping

Requires authNot measured3 / 22
Shopify & eBay Product Scraper & Extractor

Shopify and eBay product scraper & extractor for fast market research. Pulls Shopify products.

E-commerceBrowser & web scraping

Requires authNot measured3 / 22Not checked yet
Shopify Store Products Scraper

Public Shopify catalog products, prices, SKUs and variants. Classic storefronts only; failures free.

E-commerceBrowser & web scraping

Requires authNot measured3 / 22Not checked yet
Sitemap Scraper - Extract All URLs to JSON

Extract all URLs from any XML sitemap into clean JSON, including lastmod, changefreq and priority.

OtherBrowser & web scraping

Requires authNot measured3 / 22Not checked yet
SiteWide

One MCP connector for GA4, Search Console, Google Ads, Ahrefs, a site crawler and Web Vitals.

Marketing & SalesBrowser & web scraping

Requires authOutdated checkNot measured3 / 22
SmartRecruiters Company Job Board Scraper

Scrape SmartRecruiters company job boards and get clean, de-duplicated JSON: title, department…

OtherBrowser & web scraping

Requires authNot measured3 / 22Not checked yet
stagenth · 网页数据

Web scraping to clean Markdown with JS rendering, multi-page crawl, structured extract, sitemaps.

OtherBrowser & web scraping

Requires authNot measured3 / 22Not checked yet

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