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

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582 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
App Store + Google Play Data

Live App Store and Google Play data: app details, reviews, search, top charts for 175+ storefronts.

E-commerceCode & DevOps

Requires authNot measured5 / 22Not checked yet
Aurelix web data tools

Aurelix web data tools (jobs, leads, e-commerce, ads, SEO) for AI agents via Apify's MCP server.

E-commerceCode & DevOps

Requires authNot measured5 / 22Not checked yet
BizNetAI

Routes natural-language shopping queries to merchant storefronts, returns normalized results.

E-commerceCode & DevOps

Requires authNot measured5 / 22Not checked yet
Blog Automation

Write blog articles with AI and publish them to WordPress, Shopify and 30+ platforms.

E-commerceAutomation & workflows

Requires authNot measured5 / 22Not checked yet
Changuito — Create an Online Store with AI

Create and customize online stores through AI chat in 10 Latin American countries.

E-commerceCode & DevOps

Requires authOutdated checkNot measured5 / 22
Channel3 Shopping

Shopping search across 100M+ products, with every retailer's offer and live price in one place.

E-commerceData access / search

Requires authNot measured5 / 22Not checked yet
datawebot

Product search across online shops worldwide, plus every seller's price with a direct link.

E-commerceData access / search

Requires authNot measured5 / 22Not checked yet
DeepScout

Scrape any e-shop and match products across shops without EAN. API & MCP for AI agents.

E-commerceBrowser & web scraping

Requires authOutdated checkNot measured5 / 22
Duvo MCP

Governed retail, FMCG, and CPG operational tools: runs, cases, approvals, audit-ready execution.

E-commerceCode & DevOps

Requires authNot measured5 / 22Not checked yet
E-commerce Prices: Amazon, Taobao, AliExpress, Idealo

Products, prices and sellers from Amazon, Taobao/Tmall, AliExpress, TikTok Shop and Idealo (EU).

E-commerceCode & DevOps

Requires authNot measured5 / 22Not checked yet
E-commerce Product Data

Product catalogues, prices and stock from online stores and supermarkets.

E-commerceCode & DevOps

Requires authNot measured5 / 22
E-commerce Sales Signals MCP

E-commerce sales signals: Amazon bestsellers and reviews, eBay sold prices, TikTok Shop, Etsy sales.

E-commerceCode & DevOps

Requires authOutdated checkNot measured5 / 22
E-commerce Search & Rankings MCP

E-commerce search results and product rankings across Amazon, eBay, Walmart, Google Shopping, Etsy.

E-commerceCode & DevOps

Requires authOutdated checkNot measured5 / 22
Ecom Image Optimizer

Resize, compress, convert, watermark and SEO-tag e-commerce product images from a public URL.

E-commerceData access / search

Requires authOutdated checkNot measured5 / 22
Ecommerce Trends API

Product and category demand signals across Amazon and social. Free key at trendsapi.ai

E-commerceData access / search

Requires authNot measured5 / 22Not checked yet
Ecommerce Trends MCP

Product and category demand trend volume over time, with growth signals. Free key at trendsmcp.ai

E-commerceData access / search

Requires authNot measured5 / 22Not checked yet
Faire MCP Server and API by Cotlet

Faire retail wholesale marketplace MCP server: list orders, update inventory, create reorder.

E-commerceData access / search

Requires authOutdated checkNot measured5 / 22
Fordeal

Price comparison for CZ/SK: product prices, shops, digital plans via Streamable HTTP.

E-commerceData access / search

Requires authNot measured5 / 22Not checked yet
GenflowAI

Run GenflowAI templates and AI creative workflows for ecommerce visuals, UGC ads, and videos.

E-commerceCode & DevOps

Requires authNot measured5 / 22Not checked yet
Google Shopping (via Apify)

Google Shopping for AI agents: product prices, discounts, stores, ratings and reviews.

E-commerceCode & DevOps

Requires authNot measured5 / 22Not checked yet
Grocery MCP

Search direct grocery storefronts and create product-link pickup handoffs.

E-commerceCode & DevOps

Requires authOutdated checkNot measured5 / 22
HasData

All HasData scraping tools in one MCP server: Google, TikTok, Instagram, maps, e-commerce and more.

E-commerceData access / search

Requires authNot measured5 / 22Not checked yet
HasData Google Search (SERP)

Google SERP as JSON: organic, AI Overview, People Also Ask, AI Mode, news, shopping. No Cloud setup.

E-commerceData access / search

Requires authNot measured5 / 22Not checked yet
HasData Shopify

The public product catalogue and collections of any Shopify storefront, as structured JSON.

E-commerceData access / search

Requires authNot measured5 / 22Not checked yet

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