MCP HeartbeatTHE MCP OBSERVATORY
Public workspace

Explore

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.

Connect your agent

241 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
NOGA Movement

Book NOGA Movement live Pilates and barre classes, readings, and the Pilates+ teacher certification.

EducationKnowledge & memory

Outdated check187 ms12 / 22
One U Education

Search Australian courses, education providers and skilled occupations with One U Education.

EducationData access / search

Outdated check198 ms12 / 22
Limpide tools

Verified maths exercises for tutors and their students, each answer key right by construction.

EducationKnowledge & memory

Outdated check200 ms12 / 22
Learn Python with Hypnotic Patterns

Learn Python by building glowing math patterns: lessons, scripts, quiz checks and concepts.

EducationKnowledge & memory

Outdated check214 ms12 / 22
City Atlas 城市圖譜

Greater Hsinchu, Taiwan open data on a 125 m grid: crashes, buses, schools, flood. Read-only.

EducationKnowledge & memory

Outdated check215 ms12 / 22
Yoga-Ausbildungen

German yoga teacher trainings: hours, format, certification, Bildungsurlaub, with sources.

EducationKnowledge & memory

Outdated check216 ms12 / 22
Ukraine Schools MCP

Ukrainian schools, community search and education budgets. Sources: EDBO, KATOTTG, Open Budget.

EducationCode & DevOps

Outdated check224 ms12 / 22
com.eventcompletion/events

Search source-verified events (sports, festivals, school holidays) and create progress pages.

EducationData access / search

Outdated check243 ms12 / 22
slopped.site

Read-only tools over slopped.site: AI-made art, lore, games, sites, the curriculum.

EducationKnowledge & memory

Outdated check300 ms12 / 22
Open Index

UK public data by area: house prices, crime, deprivation, schools and more, each figure cited.

EducationKnowledge & memory

Outdated check375 ms12 / 22
Tewdy

Find local service providers — plumbers, tutors, translators — and estimate provider earnings.

EducationCode & DevOps

Outdated check395 ms12 / 22
AISchoolPro

AI tutor, homework helper, test prep and essay grader. Free to start; Student plan $4.99/mo.

EducationKnowledge & memory

Outdated check399 ms12 / 22
İşinn

Find service providers in Turkey: tutors, designers, translators, movers and more. Read-only.

EducationKnowledge & memory

Outdated check452 ms12 / 22
Agents Handbook

Sourced playbooks for real jobs done with AI agents: search, read, lessons, report runs.

EducationData access / search

Outdated check452 ms12 / 22
Gracie Barra Jiu-Jitsu

Gracie Barra Jiu-Jitsu — directory of martial arts schools, classes, instructors, ranks, and events.

EducationCode & DevOps

Outdated check498 ms12 / 22
co.brightkey/education-data

Bilingual (EN+ZH) education data: 299 universities, 234 intl schools, degree-ROI, sourced answers.

EducationKnowledge & memory

Outdated check512 ms12 / 22
Junely — Colorado Kids’ Camps & After-School

Daily-verified Colorado kids' camps & after-school programs: real availability, ages, prices.

EducationKnowledge & memory

Outdated check554 ms12 / 22
Vitals Vault

Find public biomarker education, available blood tests, panels, and budget-aware starting points.

EducationCode & DevOps

Outdated check582 ms12 / 22
freemoney.computer

Find free AI, GPU and cloud credits for new accounts, students, startups and open source.

EducationKnowledge & memory

Outdated check594 ms12 / 22
br.com.lensas/optical-intelligence

Optical education, prescription transposition, horizontal decentration and approximate prism. PT/EN.

EducationKnowledge & memory

Outdated check663 ms12 / 22
DOJO+

DOJO+ — directory of martial arts schools, classes, instructors, ranks, and events.

EducationCode & DevOps

Outdated check668 ms12 / 22
SATCoach: AI SAT Tutor

AI SAT tutor for high schoolers: full diagnostic, practice on weak skills, weekly parent updates.

EducationKnowledge & memory

Outdated check725 ms12 / 22
Japan Tuition Support Eligible Schools

MEXT list of schools eligible for Japan's tuition support system, with revocations. Tracks changes.

EducationCode & DevOps

Outdated check757 ms12 / 22
Docmino

Create, edit, organize, and share interactive guides, lessons, forms, and client plans in Docmino.

EducationCode & DevOps

Outdated check776 ms12 / 22

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