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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2619 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.mrocker/tiktok-transcripts

TikTok video transcripts with timestamps by URL or ID. No login. Charged only per transcript.

MediaCode & DevOps

Requires authNot measured5 / 22
io.github.mrocker/youtube-transcripts

YouTube transcripts with timestamps from video links or channels. Charged only per transcript.

MediaCode & DevOps

Requires authNot measured5 / 22
io.github.mrocker/youtube-video-channel

YouTube video metadata, transcripts and channel data by URL or @handle. No API key. Pay per result.

MediaCode & DevOps

Requires authNot measured5 / 22
io.github.musyta-labs/mcpcut

Orccut: a real timeline video editor for AI agents - journaled edits, FFmpeg/MLT rendering

MediaCode & DevOps

Requires authNot measured5 / 22
io.github.mutonby/openshorts

Turn long videos into viral vertical shorts and publish them to TikTok, Instagram and YouTube.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
io.github.odela-pixel/asientouno

Registro Mercantil español (BORME) + subvenciones (BDNS) + contratos públicos (PLACSP), por empresa.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
io.github.Omnipotent6/inkmotion

Turn a topic, URL, or document into a narrated, animated explainer video.

MediaFile & docs

Requires authOutdated checkNot measured5 / 22
io.github.pictify-io/mcp

Generate images, GIFs, videos, and PDFs from HTML, URLs, or templates — from your AI agent.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
io.github.Propertyscout001/puntersedge

AU/NZ racing and Australian sports odds for AI agents: 36 read-only tools, each stating its cost.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
io.github.rchanllc/picdefenseio-mcp-server

Image risk, EXIF/IPTC/XMP, reverse-image backlinks, content, watermark, OCR via PicDefense.io.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
io.github.rendleyhq/rendley-mcp

Create videos with prompts, and use Rendley’s video editor to adjust anything you need.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
io.github.SpaceSheepBoy/justcaptions

Audio transcription, caption correction, translation and 16 video caption styles.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
io.github.strontian/tidyvid

Remove background noise/echo from video and add captions (SRT/VTT or burned-in MP4).

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
io.github.thestockgoatballs/clipspeed-mcp

AI video, images, AI influencers, character swaps and clipping from Claude or ChatGPT.

MediaCode & DevOps

Requires authNot measured5 / 22
io.github.varoriya/varo-mcp

AI image, video & audio generation tools for AI agents, powered by Varoriya.

MediaCode & DevOps

Requires authNot measured5 / 22
io.github.vicseeai/vicsee-mcp-server

Generate, edit and upscale AI video and images from any agent via VicSee.

MediaCode & DevOps

Requires authNot measured5 / 22
io.github.Webba-Creative-Technologies/capslane

Retrieve existing or generated YouTube transcripts with timestamps through Capslane.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
io.github.withpica/pica

manage your music catalog through conversation — works, recordings, credits, agreements, royalties

MediaCode & DevOps

Requires authOutdated checkNot measured5 / 22
io.github.zapnikita95/movie-planner-mcp

Movie Planner MCP: watchlists, showtimes, tracked cinema ticket links.

MediaCode & DevOps

Requires authOutdated checkNot measured5 / 22
io.imaginevid/imaginevid-ai-generation

OAuth-protected ImagineVid MCP for image, video, and music generation.

MediaAI / LLM tooling

Requires authNot measured5 / 22
sh.newsflash/newsflash

Real-time corroborated news events + 5-year archive, for agents. Free tier, no key.

MediaData access / search

Requires authNot measured5 / 22Not checked yet
2anki

Turn text, files, URLs, or photos into Anki flashcard decks from your AI assistant.

MediaAI / LLM tooling

Requires authNot measured5 / 22
3D New Era AI

Design homes with your AI: floor plans, furniture, joinery, lighting and photos, live.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
A1 Lane

Draft, schedule and publish social posts and videos; delivery receipts, read-back where available.

MediaAI / LLM tooling

Requires authNot measured5 / 22

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