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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1729 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
Frapea

A video editor in your browser that your AI drives: cuts, captions, multicam, motion titles, export.

MediaAI / LLM tooling

Outdated check59 ms13 / 22
Wasilah

Prayer times, Qibla, Hijri calendar, 99 Names, Quran audio, Bangladesh offsets. English + Bengali.

MediaCode & DevOps

Outdated check63 ms13 / 22
Pagecuts

Make a 15-second video ad, still images and ad copy from any web page. US$19 once per kit.

MediaAI / LLM tooling

Outdated check63 ms13 / 22
Weftly

Find & cut horizontal and vertical video clips (Shorts/Reels), transcribe & summarize. Pay per job.

MediaAI / LLM tooling

Outdated check68 ms13 / 22
Postclick by PPC.io: Landing Page CRO

Landing-page CRO: audit pages, rewrite copy, answer buyer objections, design and build via MCP.

Developer ToolsCode & DevOps

Outdated check70 ms13 / 22
ShopAIReady

AI-shopping feed checks (RO). Google→ChatGPT: link→url, image_link→image_url, in_stock, seller_name.

Finance & CryptoAI / LLM tooling

Outdated check71 ms13 / 22
8B AI Website Builder

AI website & landing page builder: animated site in an 8B design, preview, edits, HTML download

OtherOther

Outdated check71 ms13 / 22
QRCode.Pub tools

Free QR code images; paid web page → Markdown, page metadata and file hosting via x402 (no API key).

MediaFile & docs

Outdated check72 ms13 / 22
Lookbk

Find agent skills that render videos, decks, images and web pages, and get their install command.

MediaAI / LLM tooling

Outdated check77 ms13 / 22
AIKIZI

Search decoded art styles and their prompts; decode your own images with your account.

MediaData access / search

Outdated check77 ms13 / 22
Promptcelerator

Find AI video prompts that really worked, each with its video and its credited creator. Free.

MediaAI / LLM tooling

Outdated check79 ms13 / 22
OG Stamp

Pay-as-you-go Open Graph image API. Renders 1200x630 PNGs for agents. Credits never expire.

MediaAI / LLM tooling

Outdated check81 ms13 / 22
Adam Hale Tools: Web Research and Open Data

Free web lookups; PDF to Markdown, audio transcripts, screenshots, WHOIS/DNS paid per call via x402.

MediaFile & docs

Outdated check86 ms13 / 22
FastAF

22 web-data tools: search, Bing, images, Reddit without authors, jobs, patents, flights and YouTube.

MediaData access / search

Outdated check87 ms13 / 22
Pipe2.ai

Run multi-step AI pipelines for video, image, audio and text: upload media, run, poll results.

MediaAI / LLM tooling

Outdated check87 ms13 / 22
Samplecut

Cut audio from YouTube, TikTok or Instagram links to MP3/WAV, and fetch video transcripts.

MediaAI / LLM tooling

Outdated check88 ms13 / 22
ffpipe — video conversion, probe & frames

Convert, probe, and split video into frames — real FFmpeg, paid per job with x402 on Base.

MediaPayments & trading

Outdated check89 ms13 / 22
MysticAPI

Human Design & astrology engine: bodygraph, personal-sky SVG, today's sky. JPL ephemeris.

Developer ToolsCode & DevOps

Outdated check100 ms13 / 22
Doseedo: Film Scoring, AI Instruments, Sound Effects & Stems

Score video, make music as an agent: 100+ AI instruments play your MIDI, audio, stems, Logic/Ableton

MediaAI / LLM tooling

Outdated check102 ms13 / 22
Doseedo Film Score: spot a video, play your score on AI instruments, mix it to picture

Score video as an agent: cue sheet from the cut, 100+ AI instruments play your MIDI, mix to picture

MediaAI / LLM tooling

Outdated check104 ms13 / 22
MapPoster

Design map posters of any place in 50+ styles, with names, dates and markers, and order prints.

OtherOther

Outdated check115 ms13 / 22
AI Promo Design

Design custom t-shirts, hoodies, caps, mugs and totes, price an order, and link to order it.

OtherOther

Outdated check115 ms13 / 22
Creadal

Packaging design with 3D mockups and print-ready dieline PDFs

OtherOther

Outdated check121 ms13 / 22
Outdated check123 ms13 / 22

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