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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Remote MCP servers

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5433 servers

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  • Requires auth5 / 22 checks passed

    Shared baby tracker: log feeds, sleep, nappies and solids; check nap windows and nudges.

    OtherOther

    Outdated check

    • Passed: Updated recently

    Median latency not measured · Last checked

  • Requires auth5 / 22 checks passed

    Turn any webpage into a structured action manifest — clickable, fillable, submittable elements.

    OtherOther

    • Passed: Updated recently

    Not checked yet

  • Requires auth5 / 22 checks passed

    Read and resolve the bugs, ideas and survey answers your users send through Melonhelp Feedback.

    OtherOther

    Outdated check

    • Passed: Updated recently

    Median latency not measured · Last checked

  • Requires auth5 / 22 checks passed

    Track and manage how your brand appears in AI answers: rank, mentions, sentiment, share of voice.

    OtherOther

    • Passed: Updated recently

    Not checked yet

  • Requires auth5 / 22 checks passed

    AI users run real tasks on your live site and show where they get stuck, with a replay of every step

    OtherOther

    • Passed: Updated recently

    Not checked yet

  • Requires auth5 / 22 checks passed

    Drive with Meter or run a Meter taxi fleet: trips, bookings, drivers, earnings and settings.

    OtherOther

    Outdated check

    • Passed: Updated recently

    Median latency not measured · Last checked

  • Requires auth5 / 22 checks passed

    Book taxi rides with Meter fleets: price, request, track and manage your own rides.

    OtherOther

    Outdated check

    • Passed: Updated recently

    Median latency not measured · Last checked

  • Requires auth5 / 22 checks passed

    Book taxi rides with local Meter taxi companies: prices, booking, live tracking and cancelling.

    OtherOther

    Outdated check

    • Passed: Updated recently

    Median latency not measured · Last checked

  • Requires auth5 / 22 checks passed

    Bug bash apps and PRs with Mo, review findings, and list Momentic test runs and quarantines.

    OtherOther

    • Passed: Updated recently

    Median latency not measured · Last checked

  • Requires auth5 / 22 checks passed

    Your golf caddie in your AI: reads your rounds, handicap and swings, and saves what you tell it.

    OtherOther

    Outdated check

    • Passed: Updated recently

    Median latency not measured · Last checked

  • Requires auth5 / 22 checks passed

    Mothership LTL, FTL & Local Freight: get quotes and track shipments.

    OtherOther

    Outdated check

    • Passed: Updated recently

    Median latency not measured · Last checked

  • Requires auth5 / 22 checks passed

    Plan pages, pick GSAP motion components and get their build prompts and composition rules.

    OtherOther

    • Passed: Updated recently

    Not checked yet

  • Requires auth5 / 22 checks passed

    Create trips, compare variants side by side, and add accommodation, transport and event options.

    OtherOther

    Outdated check

    • Passed: Updated recently

    Median latency not measured · Last checked

  • Requires auth5 / 22 checks passed

    Create and edit Myrlo characters, stories, and worlds, with review before every change saves.

    OtherOther

    Outdated check

    • Passed: Updated recently

    Median latency not measured · Last checked

  • Requires auth5 / 22 checks passed

    Someone to talk to, for your user: coaches, mentors, accountability partners. First session free.

    OtherOther

    Outdated check

    • Passed: Updated recently

    Median latency not measured · Last checked

  • Requires auth5 / 22 checks passed

    Everything NoMac in one server: the Mac, the cloud iPhone and the App Store.

    OtherOther

    • Passed: Updated recently

    Median latency not measured · Last checked

  • Requires auth5 / 22 checks passed

    Share HTML prototypes as live links; read element-pinned review comments; publish new versions.

    OtherOther

    • Passed: Updated recently

    Not checked yet

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