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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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
io.github.Capmus-Team/capmus-mcp

Search listings, message posters, and create draft posts on Capmus, the university marketplace

EducationCode & DevOps

Outdated check456 ms13 / 22
Tutors.kz

Find tutors in Kazakhstan on tutors.kz and send a lesson request. Russian and Kazakh.

EducationKnowledge & memory

Outdated check456 ms13 / 22
MRX Public MCP

Read-only, source-linked mineral-rights education from MineralRightsXchange.com.

EducationCode & DevOps

Outdated check463 ms13 / 22
UMich Dining

Menus, traits, allergens, nutrition and hours of the ten University of Michigan dining halls.

EducationCode & DevOps

Outdated check464 ms13 / 22
Promptafire

Read Promptafire's AI-for-marketers lessons and blog. Optional sign-in unlocks Pro lessons.

EducationKnowledge & memory

Outdated check464 ms13 / 22
The Student Life docs

Search and read city guides, student blog guides, the FAQ, pricing and policies.

EducationData access / search

Outdated check473 ms13 / 22
Extralingo

Search language schools abroad, compare courses, dates and prices, and request bookings.

EducationData access / search

Outdated check482 ms13 / 22
Exit Ticket Teacher Jobs

Jobs for teachers leaving the classroom, read from employers' own career sites.

EducationKnowledge & memory

Outdated check484 ms13 / 22
AI PM Lab

Learn how AI products work: lessons, model cost comparisons, real experiments, PM guides.

EducationKnowledge & memory

Outdated check493 ms13 / 22
PPL Free Ground School

Free FAA private-pilot ground school: source-cited answers, lessons and practice questions.

EducationKnowledge & memory

Outdated check509 ms13 / 22
TheWholeTorah

Torah lessons in six languages: grounded search, cited lessons, sources, honest ask.

EducationData access / search

Outdated check533 ms13 / 22
mentor.energy

Energy-industry careers: browse courses, read preview lessons, search articles, find mentors.

EducationData access / search

Outdated check585 ms13 / 22
SchoolScope

California school data for AI agents — scores, comparisons, feeder paths, TK ages, applications.

EducationKnowledge & memory

Outdated check594 ms13 / 22
ADHD in Children

Clinician-reviewed library on ADHD in children — evaluation, treatment, school, parenting.

EducationKnowledge & memory

Outdated check596 ms13 / 22
Homeschool Tools

Search, compare and read reviews of 350+ homeschool curricula. Read-only, no account needed.

EducationData access / search

Outdated check614 ms13 / 22
Agentic Design School

List Agentic Design School courses, read a public outline, and open the course page.

EducationKnowledge & memory

Outdated check619 ms13 / 22
PitchBoost

Make or redesign presentations: lessons, reports, talks and pitches, in any language. Share links.

EducationKnowledge & memory

Outdated check621 ms13 / 22
Scholarize: Study Plans, Citations, Quizzes & Flashcards

Free study plans, thesis statements and citations. Quizzes, flashcards and AI tutor need an account.

EducationKnowledge & memory

Outdated check622 ms13 / 22
Anxiety in Teens

Clinician-reviewed library on social anxiety, panic, and school refusal in adolescents.

EducationKnowledge & memory

Outdated check629 ms13 / 22
EduAtlas

Live school vacancies from schools' own careers pages, and official school records. Free, no login.

EducationKnowledge & memory

Outdated check664 ms13 / 22
Life Scenario

For parents and teachers: SEL trait guides, practice scenarios, what-to-say guides (ages 6-14).

EducationKnowledge & memory

Outdated check686 ms13 / 22
Dutch Property Context

Dutch property report by address: build year, energy label, neighbourhood, monument, schools.

EducationKnowledge & memory

Outdated check691 ms13 / 22
Korean University Disclosure Indicators (대학알리미)

Compare 488 Korean universities on 17 official disclosure indicators (대학알리미). No API key.

EducationCode & DevOps

Outdated check911 ms13 / 22
Sage Learning Printables

Free educational printables catalog for parents and teachers (ages 4–8).

EducationKnowledge & memory

Outdated check1196 ms13 / 22

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