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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581 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
Coffee Capsules

Coffee capsules, machines, beans and ground coffee in Egypt.

E-commerceData access / search

Outdated check2415 ms12 / 22
Prox

Free, read-only: local deals, events, shops and open houses near you. US and Hua Hin, Thailand.

E-commerceData access / search

Outdated check3043 ms12 / 22
TEKAEM

Read-only building materials catalog: product search, specs and PLN net/gross prices.

E-commerceData access / search

Outdated check3095 ms12 / 22
ASPanel

Read-only building materials catalog: product search, specs and PLN net/gross prices.

E-commerceData access / search

Outdated check4376 ms12 / 22
Woo Revenue Incident Graph

Check WooCommerce checkout-change risk using public evidence and privacy-safe store signals.

E-commercePayments & trading

Outdated check5319 ms12 / 22
SteelProfil

Read-only building materials catalog: product search, specs and PLN net/gross prices.

E-commerceData access / search

Outdated check5545 ms12 / 22
io.q9ive/olcum

Checks e-commerce ad measurement (pixels, GTM, GA4, consent, UTM) and diagnoses exported ad reports.

E-commerceData access / search

Outdated check45 ms11 / 22
Ceneo MCP

Price comparison on Ceneo.pl: search products, list every shop's offer, fetch product details.

E-commerceData access / search

Outdated check49 ms11 / 22
網紅開團合規工具箱

網紅開團與業配合規:薦證廣告規範、供應商統編與公司登記查詢。

E-commerceData access / search

Outdated check61 ms11 / 22
io.github.Capataina/agentfulfyl

Research storefront for AI agents: fixed GBP prices, evidence ledgers, citation-refund guarantee.

E-commercePayments & trading

Outdated check66 ms11 / 22
Google Shopping MCP

Google Shopping product search: listings with prices, merchants and ratings.

E-commerceData access / search

Outdated check69 ms11 / 22
EveryHourDeal Shopping

Search and compare hourly deals on US-warehouse home, patio, gym and pet goods, plus original tees.

E-commerceData access / search

Outdated check71 ms11 / 22
pl.barwa/drukarnia

BARWA print shop (barwa.pl): catalog, product advisor, real-price quotes, shipping, file specs.

E-commerceData access / search

Outdated check86 ms11 / 22
Squatch Stack

Squatch Stack: a shop that opens in the chat, essays, and requests to the studio. No sign-in.

E-commerceData access / search

Outdated check91 ms11 / 22
io.github.easywebshop/mcp

Allows you to create a website or online store on the EasyWebshop platform.

E-commerceCode & DevOps

Outdated check99 ms11 / 22
nz.coffeeaddict/coffee-addict

Every bag of specialty coffee on sale in New Zealand, re-read nightly from each roaster's shop.

E-commerceData access / search

Outdated check105 ms11 / 22
Alphamotion

Digital, ecommerce, operations, compliance and finance for brands in India.

E-commerceData access / search

Outdated check108 ms11 / 22
otthon & üzlet

Hungarian home and shop listings with sealed-offer auctions: search, details, seller drafts.

E-commerceData access / search

Outdated check120 ms11 / 22
Blue Dot Brdg (BLDT)

India market entry, ecommerce and fulfilment for consumer brands (Blue Dot Brdg, BLDT).

E-commerceData access / search

Outdated check125 ms11 / 22
io.github.DataLeadsPRO/product-price-extractor

Extract product names, prices, and currency from any e-commerce product page in one call.

E-commerceCode & DevOps

Outdated check129 ms11 / 22
Brickfact LEGO Shopping

Find LEGO sets, compare regional retailer offers, and inspect recorded retail price history.

E-commerceCode & DevOps

Outdated check136 ms11 / 22
de.tabak-brucker.www/shop

Tabak Brucker in ChatGPT/Claude: Katalog, Beratung, Angebote & Warenkorb-Hand-off. Kauf 18+ im Shop.

E-commerceAI / LLM tooling

Outdated check140 ms11 / 22
Merchant Catalog Acceptance

Deterministic acceptance report for a supplied product catalog: validates price/currency/availabi...

E-commerceData access / search

Outdated check142 ms11 / 22
Dukkani — Saudi groceries and grocery cashier

Find Saudi groceries by city and district, send them a shopping list; free cashier and debt book.

E-commerceCode & DevOps

Outdated check315 ms11 / 22

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