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

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7721 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
WowFunde: Geschenkfinder

Originelle, lustige Geschenkideen nach Anlass, Person und Budget, mit Links zu Geschenkratgebern.

OtherOther

Responded874 ms14 / 22
ATTIM

Put what you make with AI online at a link anyone can open, and change it later from any chat.

OtherOther

Responded877 ms14 / 22
Pechincha.ai

Brazilian deals: search active promos, coupons and price history from Brazilian online stores.

OtherData access / search

Responded879 ms14 / 22
AI Use Policy Draft

Drafts a short AI use policy for a small business from eight questions. Free, answers not stored.

OtherOther

Responded881 ms14 / 22
눈치 맛보기 (nunchi.biz)

Try nunchi without sign-up: compare your site and rival home pages once (no login).

OtherOther

Responded882 ms14 / 22
fipeX MCP

Brazilian FIPE vehicle reference prices: search, current price, history and comparison. Keyless.

OtherData access / search

Responded887 ms14 / 22
GermanExam.pro

TestDaF, DSH, Goethe C1, telc C1: graded writing, reading + listening practice; speaking on website

OtherOther

Responded890 ms14 / 22
house.bim/bimhouse

bim.house — words become buildings. Generate BIM, check code & structure, quote materials.

OtherAI / LLM tooling

Responded903 ms14 / 22
com.sibfly/ground-motion

Measured ground motion per US address (NASA InSAR). Self-register, $0.40/report, misses free.

OtherOther

Responded903 ms14 / 22
Expat Living Italy

Sourced data on Italy's ~7,900 comuni for people relocating or retiring there.

OtherOther

Responded904 ms14 / 22
Platinumride

Gulf cross-border private transfers: routes, per-vehicle prices, border steps, booking inquiries

OtherOther

Responded908 ms14 / 22
Knowra

Search arXiv papers and read Scout reports with methods, evidence and verification points.

OtherKnowledge & memory

Responded910 ms14 / 22
Brainiall NLP

Sentiment, toxicity, entity extraction, PII, translation, summary, QA, fraud scoring, safety audit.

OtherOther

Responded911 ms14 / 22
Studocu

Find Studocu study documents, courses and institutions, and manage study projects and quizzes.

OtherFile & docs

Responded915 ms14 / 22
GotCashback

Compare cashback rates from 100+ portals in 40+ countries and find discounted gift cards.

OtherOther

Responded916 ms14 / 22
CdpHub

Find which CDPs connect to your tools, compare CDP catalogs, and check a whole stack

OtherOther

Responded918 ms14 / 22
com.adminlanding/french-rental-compliance

FR/EN tools for French rental, frontalier & home-employment (CCN 3239) — sourced, dated answers.

OtherOther

Responded919 ms14 / 22
au.com.aiframework/australian-ai-governance-framework

Australian AI governance framework mapped to the Privacy Act and sector laws your AI use triggers.

OtherOther

Responded921 ms14 / 22
GetBody

Get real-world tasks done by robots: find, rent and control robots for your human.

OtherOther

Responded922 ms14 / 22
RealMarket Review Time

Estimate hours and cost of systematic or literature reviews: screening and full-text reading.

OtherOther

Responded923 ms14 / 22
Business Name Desk

Check if a US business name is taken: state business registers, the .com and restricted words.

OtherOther

Responded928 ms14 / 22
障害福祉AI辞典 (Japan Disability Welfare Dictionary)

Japan disability welfare (障害福祉) reference: service fees, add-ons, staffing. In Japanese.

OtherOther

Responded928 ms14 / 22
Broombook: cleaning business calculators

Free cleaning business calculators: house cleaning prices, state minimums, commercial bids, profit

OtherOther

Responded930 ms14 / 22
Launch529: 529 plans and college costs

Compare state 529 plans, look up college costs and check qualified 529 expenses. Free, no key.

OtherData access / search

Responded935 ms14 / 22

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