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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584 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
ProductByte

Social posts, ads and insights for e-commerce. One connection for your agent.

E-commerceData access / search

Requires authNot measured4 / 22
Profitpather

First-party unsampled Shopify analytics MCP — sessions, attribution, funnels, leaks. 26 tools.

E-commerceData access / search

Requires authOutdated checkNot measured4 / 22
Ration Kitchen Agent Server

Control Ration inventory, meals, meal plans, shopping lists, and credits from an MCP client.

E-commerceData access / search

Requires authNot measured4 / 22
Redbubble MCP Server and API by Cotlet

Redbubble artist merchandise marketplace MCP server: list designs, update tags, enable products.

E-commerceData access / search

Requires authOutdated checkNot measured4 / 22
reklama.vn.ua

Ukrainian classifieds: search ads, shops and online booking; post ads and run your business

E-commerceData access / search

Requires authOutdated checkNot measured4 / 22
Relink

Find and fix broken links in a Shopify store: list them, start scans, apply suggested fixes.

E-commerceData access / search

Requires authNot measured4 / 22
Republeq Merchant MCP

OAuth-protected product catalog, ratings, reviews, categories and guides for approved agents.

E-commerceData access / search

Requires authOutdated checkNot measured4 / 22
RetailHardHat

Retail site, project, budget and bid records with human review for sensitive writes.

E-commerceData access / search

Requires authOutdated checkNot measured4 / 22
REVIEWS.io MCP Server and API by Cotlet

REVIEWS.io ecommerce review management MCP server: list reviews, reply to review, moderate review.

E-commerceData access / search

Requires authOutdated checkNot measured4 / 22
RivalSweeper Signals

37 eCommerce competitor-intel tools: prices, promos, ads, AI visibility. Plan-included or prepaid.

E-commerceData access / search

Requires authNot measured4 / 22Not checked yet
Searlo

Google SERP, Maps, Shopping, News and AI-answer data for AI agents, from the Searlo search API.

E-commerceData access / search

Requires authNot measured4 / 22Not checked yet
Section Store

Build bundles and cart drawers for your Shopify store with Section Store.

E-commerceData access / search

Requires authOutdated checkNot measured4 / 22
Seller Labs Amazon MCP

Amazon Seller Central + Ads data for AI agents: true SKU profit with COGS, inventory, ads, orders.

E-commerceData access / search

Requires authOutdated checkNot measured4 / 22
SEO Expert: Digital Darts

All-in-one Shopify SEO. Rank on Google and in AI search. Find what's broken and fix it in chat.

E-commerceData access / search

Requires authNot measured4 / 22
Smootify

Build and check Webflow or Astro stores on Shopify with Smootify 2.0: elements, attributes, audits.

E-commerceData access / search

Requires authOutdated checkNot measured4 / 22
SourceMedium

Query your SourceMedium commerce warehouse, Shopify stores, and ad accounts.

E-commerceData access / search

Requires authOutdated checkNot measured4 / 22
Spaicely

Host static websites on your own domain in the EU: domains, DNS, deploys, forms, shop and mail.

E-commerceCode & DevOps

Requires authOutdated checkNot measured4 / 22
Spreesy

The Amazon influencers who recommend a product, from Spreesy's index of public storefronts

E-commerceData access / search

Requires authOutdated checkNot measured4 / 22
Stampcard — digital stamp cards for small shops, no app for the customer

Create a shop program, hand customers a browser stamp card by QR poster, stamp it from a phone.

E-commerceData access / search

Requires authNot measured4 / 22Not checked yet
STEADYWRK Agentic Readiness Probe, Store Guard and Dispatch

Keyless storefront readiness probe linking a Store Guard audit, plus dispatch estimates and quotes.

E-commerceData access / search

Requires authNot measured4 / 22Not checked yet
Stemma

Recipes, meal plan, shopping list and pantry from the Stemma iOS app, with per-area OAuth scopes.

E-commerceData access / search

Requires authOutdated checkNot measured4 / 22
Store Manager for WooCommerce

Run a WooCommerce store from Claude: reports, SEO, prices, stock. You approve every change first.

E-commerceData access / search

Requires authNot measured4 / 22
StoreRadar: Shopify store database

Search, count and inspect 2.6M+ live Shopify stores by apps, tech stack, theme and country.

E-commerceDatabase

Requires authOutdated checkNot measured4 / 22
Sumora

Shopify for AI agents. Run Sumora's approval-first LinkedIn and Instagram outreach agent.

E-commerceData access / search

Requires authOutdated checkNot measured4 / 22

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