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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2643 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
SummarizeVideo.ai

Summarize public video URLs into Markdown notes and read their transcripts.

MediaFile & docs

Requires authNot measured4 / 22Not checked yet
Sunbird AI

African-language translation, chat, speech-to-text and text-to-speech from Sunbird AI.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
Superbridger

Post and schedule to Instagram, Facebook, YouTube, TikTok, LinkedIn and X from your AI app.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
SuperStock

Search and license real stock photography, vintage and fine art from SuperStock.

MediaData access / search

Requires authOutdated checkNot measured4 / 22
SVG AI

Generate and vectorize clean, editable SVG graphics from text, images, or both.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
SVG Me

Convert PNG, JPG and WebP images, including AI-generated ones, to clean SVG, PDF, EPS or DXF.

MediaFile & docs

Requires authNot measured4 / 22
svgapp.ai

Create consistent mascot assets and animations for products through AI agents.

MediaCode & DevOps

Requires authOutdated checkNot measured4 / 22
SwipeHarbor

Ad archive search (NewsBreak, Rumble, YouTube, Meta). Paid SwipeHarbor members only; token required.

MediaData access / search

Requires authNot measured4 / 22Not checked yet
SyncBooster

Schedule and publish posts to Facebook, Instagram, LinkedIn, Google Business, X, YouTube and TikTok.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Synento

Agent-native video API: sessions, keys and media checks. Tool list works without auth.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
SystemSculpt

OAuth account tools, image/video generation (Pro), Studio handoffs. No local vault access.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
TalkPix

AI product ads, talking-photo and AI videos from chat. Price shown before credits are spent.

MediaCode & DevOps

Requires authOutdated checkNot measured4 / 22
Taskriz

Let your AI agent ask a person for a decision, a date or a photo, and get a structured answer back.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Tasvr

Any Indian image: people, clothing, food, festivals, places. 377 communities, 5,000+ places

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
Teamwide

Read and edit Teamwide whiteboards: boards, notes, shapes, arrows, images, PNG/PDF export.

MediaFile & docs

Requires authNot measured4 / 22
Tesseract

Make pictures, effects and videos with Tesseract, charged to your own Tesseract plan.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Tevyon

Images and videos with Seedance, Veo, Kling, Nano Banana and more, priced before every job.

MediaAI / LLM tooling

Requires authNot measured4 / 22
THE GRAPH

THE GRAPH: file La Liga and Premier League stories to our newsroom. See what others miss.

MediaData access / search

Requires authNot measured4 / 22Not checked yet
The Influencer AI

Create AI influencers and make their photos and talking videos, with the same face every time.

MediaAI / LLM tooling

Requires authNot measured4 / 22
ThinkerNotes

Search and read your own notes: insights, drafts, book and podcast notes. Read-only, OAuth.

MediaData access / search

Requires authOutdated checkNot measured4 / 22
thirds.ai

Make branded PDFs and images from reusable templates, brand kits, and your data.

MediaAI / LLM tooling

Requires authNot measured4 / 22
ThumbnailCreator

AI YouTube thumbnails from GPT Image, Nano Banana, FLUX and more, side by side. Pay per image.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
ThumbnailMaker

YouTube thumbnails from your AI chat: briefs, checks, generation and edits, price shown first.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
tl;dv MCP Server and API by Cotlet

tl;dv meeting recording and transcription MCP server: list meetings, get transcript, create clip.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22

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