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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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
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
Instagram Scraper: Reels to Text, Posts, Comments, No Login

Public Instagram reels, posts, profiles and comments, plus reel-to-text transcripts. No login.

Developer ToolsBrowser & web scraping

Requires authNot measured5 / 22Not checked yet
Instahyre Jobs Scraper (Apify) - India startup and product-company tech jobs

Instahyre India startup tech jobs as JSON: full JD, skills, company size. $0.80/1k

Developer ToolsBrowser & web scraping

Requires authNot measured5 / 22Not checked yet
Requires authNot measured5 / 22Not checked yet
Requires authNot measured5 / 22Not checked yet
LinkDR

Backlink research, domain authority, SERP analysis, site approvals, and link building for agents.

Developer ToolsBrowser & web scraping

Requires authNot measured5 / 22
LinkedIn Jobs Scraper (Apify) – salary, recruiter and company data

LinkedIn job listings as JSON: salary, recruiter, applicants, company data. No login. From $0.40/1k

Developer ToolsBrowser & web scraping

Requires authNot measured5 / 22Not checked yet
llms.txt Checker - AI Readiness Audit

Checks llms.txt, AI crawler access in robots.txt, and sitemap - with a 0-100 AI readiness score.

Developer ToolsBrowser & web scraping

Requires authNot measured5 / 22Not checked yet
Loadster

Load testing and synthetic monitoring platform: test with Playwright, Browser Bot, or Protocol Bots.

Developer ToolsBrowser & web scraping

Requires authNot measured5 / 22
Luma Events Scraper (Apify) - lu.ma events by city, category or calendar

Luma (lu.ma) events as JSON by city, category or calendar: date, venue, hosts, tickets. $1.50/1k

Developer ToolsBrowser & web scraping

Requires authNot measured5 / 22Not checked yet
Magicbricks Scraper (Apify) - India property listings

Magicbricks India listings as JSON: price, price/sq ft, carpet area, BHK, locality. $1/1k

Developer ToolsBrowser & web scraping

Requires authNot measured5 / 22Not checked yet
MeshArc

Crawl and scrape websites to clean markdown, and track what changed between crawls.

OtherBrowser & web scraping

Requires authNot measured5 / 22
Naukri Jobs Scraper (Apify) - Naukri.com jobs with salary in LPA

Naukri jobs as JSON: salary in LPA, skills, applicants, full JD, whole-board daily feed. $0.80/1k

Developer ToolsBrowser & web scraping

Requires authNot measured5 / 22Not checked yet
Requires authNot measured5 / 22Not checked yet
Novada MCP

One MCP server for all web data. Scrape, search, crawl, and AI research in one install.

Developer ToolsBrowser & web scraping

Requires authNot measured5 / 22Not checked yet
OnlineJobs.ph Scraper (Apify) - Philippine remote and VA jobs with wages

OnlineJobs.ph remote/VA jobs as JSON: wage min/max/period, hours, skills, full JD. $0.80/1k

Developer ToolsBrowser & web scraping

Requires authNot measured5 / 22Not checked yet
OpenGraph.io MCP Server

Fetch web/social data, screenshots, scrape/extract content, generate images, audit SEO & links.

MediaBrowser & web scraping

Requires authNot measured5 / 22
Oracle Recruiting Cloud Jobs Scraper (Apify) - any company career site

Oracle Recruiting Cloud (HCM) career-site jobs as JSON for any company: full JD, dates. $2/1k

Developer ToolsBrowser & web scraping

Requires authNot measured5 / 22Not checked yet
Outcrawl

Web infrastructure for AI agents: scrape, crawl and search the web, run browsers and agents.

Developer ToolsBrowser & web scraping

Requires authNot measured5 / 22
PaperOffice AI

Document AI and headless DMS: OCR, IDP, search, workflows, signatures. EU-hosted, OAuth 2.1.

Developer ToolsBrowser & web scraping

Requires authNot measured5 / 22
pdfrender

HTML and CSS to PDF MCP server with page headers, footers and page numbers. No headless browser.

Developer ToolsBrowser & web scraping

Requires authNot measured5 / 22Not checked yet
Piloterr

Scrape 300+ websites (Amazon, LinkedIn, Google, Zillow, Crunchbase…) as structured JSON with one AP…

Real Estate & PropertyBrowser & web scraping

Requires authNot measured5 / 22Not checked yet
Playrunner

Discover Playwright workflows, start runs, and inspect results in Playrunner Cloud.

Developer ToolsBrowser & web scraping

Requires authNot measured5 / 22
PlaywrightGen

Approved test intent, reviewed Playwright automation and run evidence, inside your editor.

Developer ToolsBrowser & web scraping

Requires authNot measured5 / 22Not checked yet

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