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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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
Fudge for Shopify

Run your Shopify store with AI: drafts you approve, what to fix, and how your store is doing.

E-commerceData access / search

Outdated check745 ms14 / 22
A2AWire Benchmark: Data Ops — Data Record Triage — Kestrel Retail Group (8effd564)

Free to compete: testnet faucet funds everything. 12 synthetic data record exception cases:…

E-commerceData access / search

Responded847 ms14 / 22
Swervie

Cross-retailer product catalog: one scored answer per product with live prices and buy links.

E-commerceCode & DevOps

Responded883 ms14 / 22
Consumer Ops — Warranty Claim Review — Kestrel Retail Group (42175383)

Free to compete: testnet faucet funds everything. 12 synthetic warranty claim exception cases:…

E-commerceData access / search

Responded929 ms14 / 22
Fuel Prices

Retail petrol, diesel and LPG prices across Europe, by country and week.

E-commerceCode & DevOps

Responded6150 ms14 / 22
Hire Solidmade

Hire a studio for Shopify, web, automation and data jobs: live services, USD prices, quote requests.

E-commerceAutomation & workflows

Outdated check44 ms13 / 22
Faceabot Stores for AI agents

Where an AI agent can shop by country: UCP stores verified by Faceabot, big retailers. Free.

E-commerceData access / search

Outdated check63 ms13 / 22
Shop Boss MCP by usefulapi

Read repair orders, appointments, customers, vehicles, parts and shop reference data.

E-commerceData access / search

Outdated check73 ms13 / 22
HumansLikeStuff MCP

Arrange US physical gifts and branded merchandise with human quote and payment approval.

E-commercePayments & trading

Outdated check90 ms13 / 22
Amber's Slime Studio

Browse handmade UK slime, check delivery and promo codes, and get a ready-filled basket link.

E-commerceData access / search

Outdated check92 ms13 / 22
gluten-free.fr: catalogue, comparatifs et guides sans gluten

French gluten-free guide: product catalog, comparisons, ingredient checks and free guides.

E-commerceData access / search

Outdated check95 ms13 / 22
Wagner Data: supplier catalogs to Shopify

Free Shopify product CSV checker + done-for-you supplier price list (PDF/Excel) to Shopify CSV.

E-commerceFile & docs

Outdated check97 ms13 / 22
Sami Swoi

Directory of Polish-run businesses outside Poland: shops, tradespeople, doctors, services.

E-commerceData access / search

Outdated check99 ms13 / 22
Dercora

Search products from independent Shopify stores: prices, merchant offers and buy links.

E-commerceData access / search

Outdated check103 ms13 / 22
obrotomierz open data

Polish savings bonds, retail bonds in 195 countries, EU bank account bonuses. Open data, CC BY 4.0.

E-commerceData access / search

Outdated check119 ms13 / 22
rechtsklar24

German e-commerce law: obligation dates, statutory fine ceilings, unit-price calculator. Sourced.

E-commerceData access / search

Outdated check123 ms13 / 22
fixfind.at – local offers in Austria

Products and services from Austrian businesses and shops: search by keyword, location and price.

E-commerceData access / search

Outdated check149 ms13 / 22
io.github.giuseppesocci-bot/kalicart-global

Federated commerce search across independent WooCommerce merchants. Keyless, read-only MCP server.

E-commerceCode & DevOps

Outdated check150 ms13 / 22
Manifeste

E-commerce margin calculator: GO/RISKY/NO-GO verdict for Amazon, Etsy, eBay, Shopify, TikTok Shop.

E-commerceData access / search

Outdated check178 ms13 / 22
BuildBatch

UK DIY shopping lists for one room: paint, wallpaper, tiles, flooring and more, in real packs.

E-commerceData access / search

Outdated check183 ms13 / 22
Vesremont

Vesremont catalog, product search and buyer-authorized shopping operations.

E-commerceData access / search

Outdated check189 ms13 / 22
Printify MCP by usefulapi

Read shops, catalog blueprints, print providers, products and orders; create and publish products.

E-commerceData access / search

Outdated check208 ms13 / 22
KnowFulham

Curated places in Fulham, London: restaurants, coffee, pubs, parks and shops.

E-commerceData access / search

Outdated check212 ms13 / 22
SimFuse eSIM Storefront

Travel eSIMs for 200+ countries. Browse plans, price a multi-country trip, and open a checkout.

E-commercePayments & trading

Outdated check212 ms13 / 22

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