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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1755 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
Axiom Lab — AI Pitch Deck & Business Video MCP

Turn PDFs, PPTX decks, product photos, and briefs into QA-checked commercial videos via MCP.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
BananaBanana Image, Video & Speech Generation

Images, video & speech: Nano Banana, GPT Image, Veo, Omni, Wan, Grok, Gemini TTS. Crypto or card.

MediaAI / LLM tooling

Requires authNot measured5 / 22
BibiGPT YouTube Video Summarizer

AI video summarizer: summarize and transcribe YouTube, Bilibili, TikTok and podcast videos.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
Bilibili: Videos, Comments, Danmaku & Creators (B站)

Bilibili (B站) data without login: video stats, comments, danmaku, creators, trending, hot searches.

MediaCode & DevOps

Requires authNot measured5 / 22
Bloopo — AI Ad & Creative Studio

Turn one sentence into finished ads: video ads, UGC, product photos, voiceover, brand kits, A/B.

MediaAI / LLM tooling

Requires authNot measured5 / 22
briq

Give your agent its own cloud: Postgres, Redis, a sandbox or any Docker image, in one MCP call.

Developer ToolsDatabase

Requires authOutdated checkNot measured5 / 22
Bulk File Downloader

Download files from URL lists or every file linked on a page (images, PDFs, media); ZIP.

MediaMonitoring & observability

Requires authNot measured5 / 22Not checked yet
Bynor

Social media for brands: editorial plans, on-brand images, scheduling, publishing and analytics.

Marketing & SalesData access / search

Requires authNot measured5 / 22
Capturewren: Website Screenshot API for AI Agents (Image + Text)

Capturewren: screenshot any URL (banners removed) plus status, title and clean page text for agents.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
Capturewren: Website Screenshot API for AI Agents (Image + Text)

Capturewren: screenshot any URL (banners removed) plus status, title and clean page text for agents.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
ChartQuery

Generate chart images, diagrams, barcodes, QR codes and thermal labels on demand. PNG, SVG or PDF o…

MediaFile & docs

Requires authNot measured5 / 22Not checked yet
ChatCut

AI video editor for agents: cut footage, add captions and motion graphics, export editable edits.

MediaAI / LLM tooling

Requires authOutdated checkNot measured5 / 22
City Council & Public Meeting Transcripts

Council/county meeting transcripts with agenda timestamps + official votes, $0.008/audio min.

GovernmentCode & DevOps

Requires authNot measured5 / 22Not checked yet
ClipForge

Trim, watermark, extract audio, and convert video to 9:16 vertical via API or MCP server.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
Clipia

Generate AI images, video, speech, music and presentations from Claude, ChatGPT and Cursor.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
ClipOnIt

Long video to captioned 9:16 shorts, plus AI explainer videos from a topic or voice. 70 tools.

MediaCode & DevOps

Requires authOutdated checkNot measured5 / 22
Cloudinary Asset Management

Upload, generate, organize, search, and transform images, videos, and files with AI-powered tools.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
CodePic

AI agent draws editable hand-drawn diagrams (flowchart, ER, architecture) via MCP, not static images

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
CraftStory

Talking-avatar videos from a photo, short clips with sound, images and music.

MediaCode & DevOps

Requires authOutdated checkNot measured5 / 22
CropDen: image sizes and AI image tools

Platform image sizes with safe zones (free), plus AI extend, upscale and background removal.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
Cucutime Kids Songs

Kids-song ideas, name pages and CucuTime video search (no AI); AI song trial for adults (OAuth/key).

MediaData access / search

Requires authNot measured5 / 22Not checked yet
Curio — design style library

Design-style library for AI agents: find a style by use or mood, preview it, apply its spec.

Developer ToolsCode & DevOps

Requires authNot measured5 / 22Not checked yet
CurlShot

Screenshots of any public web page as PNG, JPEG, WebP, PDF or a scrolling video.

MediaCode & DevOps

Requires authNot measured5 / 22Not checked yet
CutClip.one

AI video editor your agent can drive: plan scenes, edit a multi-track timeline, and render MP4s.

MediaAI / LLM tooling

Requires authNot measured5 / 22Not checked yet

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