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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5073 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
Pressbooks

Search for books and book-related products, with access to product and delivery details

Developer ToolsCode & DevOps

Responded101 ms12 / 22
Dozo

PDF invoices (VAT by rate, EN/FR) and links to free in-browser PDF tools on dozokit.com.

Finance & CryptoPayments & trading

Responded101 ms12 / 22
Google Hotels MCP

Live Google Hotels search: properties with rates and ratings, plus photos and reviews.

TravelData access / search

Responded102 ms12 / 22
com.airfreightprice/mcp

Air freight rates and transit times worldwide - search routes and request quotes via AI agents.

Developer ToolsData access / search

Responded104 ms12 / 22
com.alleskralle/jobs

Job search engine with 500k+ listings across Austria, Germany and Switzerland (alleskralle.com).

OtherData access / search

Responded107 ms12 / 22
io.github.DataLeadsPRO/web-scraper

Fetch, crawl, and browse protected pages with anti-bot handling - renders in a real browser and

Developer ToolsBrowser & web scraping

Responded110 ms12 / 22
io.github.DataLeadsPRO/jobs-search-multi

Search job postings across Indeed, LinkedIn, and more from one request - titles, companies

Developer ToolsCode & DevOps

Responded112 ms12 / 22
io.github.DataLeadsPRO/government-tenders

Search government tenders and public procurement opportunities with structured results.

GovernmentCode & DevOps

Responded114 ms12 / 22
SkillFoxx

Search and install skills, MCP servers and CLI tools for AI agents from SkillFoxx.

Developer ToolsData access / search

Responded114 ms12 / 22
Regiobrett – Angebote in der Ostschweiz

Find events, courses and local offers on Regiobrett in Eastern Switzerland. Free, read-only search.

Developer ToolsCode & DevOps

Responded114 ms12 / 22
io.github.DataLeadsPRO/browser-automation

Programmatic headless browser sessions: create, interact, browse, and extract - rendered in a real

Developer ToolsAutomation & workflows

Responded115 ms12 / 22
com.karusele/mcp

Search Karusele stainless steel products and get product details via AI agents.

Developer ToolsData access / search

Responded115 ms12 / 22
City24.lv - Real Estate marketplace

Live Latvia real estate listings with search, geo filters, and property metadata.

Real Estate & PropertyData access / search

Responded116 ms12 / 22
Machinepulse

Market data tools for the MCP ecosystem: server stats, events, search, leaderboards, package trends.

Finance & CryptoData access / search

Responded117 ms12 / 22
io.github.DataLeadsPRO/keyword-research

Keyword ideas and question discovery for any seed term - volumes, difficulty, and SERP intent.

Developer ToolsCode & DevOps

Responded117 ms12 / 22
Hugendubel Fachinformationen

Search for books and book-related products, with access to product and delivery details

Developer ToolsCode & DevOps

Responded117 ms12 / 22
io.github.stayce/icd-mcp

WHO ICD-10/ICD-11 diagnosis codes. Lookup, search, chapters via official WHO API.

HealthcareData access / search

Responded120 ms12 / 22
imprimeur.paris

Independent directory of printers and copy shops in Paris: search, details, file checks.

Developer ToolsCode & DevOps

Responded120 ms12 / 22
KG Agent Exchange

Remote MCP to publish, search, and get information. x402 v2 required.

Developer ToolsCode & DevOps

Responded121 ms12 / 22
io.github.DataLeadsPRO/app-data

App intelligence across Google Play and the App Store: details, reviews, and search in one API.

Developer ToolsCode & DevOps

Responded122 ms12 / 22
otthon & üzlet

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

E-commerceData access / search

Responded123 ms12 / 22
io.github.DataLeadsPRO/amazon-product-data

Amazon search and product extraction: titles, prices, ASINs, and listings as clean JSON.

Developer ToolsCode & DevOps

Responded125 ms12 / 22
NeoDemos

Source-anchored search and civic intelligence for Dutch municipal council records.

GovernmentCode & DevOps

Responded126 ms12 / 22
BANKSapi Docs

Search and read the BANKSapi developer docs and OpenAPI specs for Open Banking integrations.

Finance & CryptoCode & DevOps

Responded128 ms12 / 22

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