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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2227 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
Password Generator Got Simplified

Generate strong passwords with the character sets you choose.

OtherAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Pastefield

Give Claude a whiteboard: notes, links, images and diagrams on a board you both see and edit.

MediaAI / LLM tooling

Requires authNot measured4 / 22
pepita

Read, edit, publish, and preview your pepita websites from Claude.

Developer ToolsAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
PerfectVector

Image to SVG with a vectorization model we trained in-house. Clean, editable logos, icons, line art.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Phantra

AI image and video studio: Kling, Veo, Seedance, LTX, Wan. Quote first, then render.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Phersa

Find viral videos, make your own with your AI persona on your API keys, monetize with comment-to-DM.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Photo2Skin

AI tools for Minecraft: skins from a photo or prompt, AI builds, real-world maps, textures and more.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
photoproof.io

Ask an AI about your photo galleries and client picks, or create a new gallery.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Pic-Time MCP Server and API by Cotlet

Pic-Time photography client galleries MCP server: list galleries, list orders, send gallery invite.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
PickFu

Ask real people anything: get human feedback on ideas, images, names, and copy.

MediaAI / LLM tooling

Requires authNot measured4 / 22
PictMagic

Generate marketplace product images from your product photos, with a quote you approve first.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Pineprompt

Track your brand in AI answers: ChatGPT, Gemini, Claude, AI Overviews. Also a ChatGPT plugin.

OtherAI / LLM tooling

Requires authNot measured4 / 22
Pipeline Pal

A CRM you talk to: leads, deals and a pipeline board inside ChatGPT, Grok and other MCP clients.

Marketing & SalesAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Pitch

Turn URLs, recordings, docs, assets, or ideas into launch films, demo recordings, and decks.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
Pixel Engine

Game-ready pixel art: generate sprites, animate them, pixelate images, remove backgrounds.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Pixelary

Meta, TikTok and ChatGPT Ads conversion tracking: stats, event log, audits and triggers.

Marketing & SalesAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
PixelDrive

Generate branded images at scale: design templates and render them to PNGs by prompt.

MediaAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
Platform7n

Connect Claude to your Platform7n workspaces: chat, links, work and decks. One-click OAuth.

OtherAI / LLM tooling

Requires authNot measured4 / 22
Playhead

Watches a video or ad from a link and answers in words, with the second of every moment.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
PlyMove

Pedagogical chess intelligence for AI agents: explain positions and games for a target Elo.

OtherAI / LLM tooling

Requires authNot measured4 / 22Not checked yet
PodBox

Agents publish audio to your private podcast feed. Listen in your podcast app.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
PodcastsToText

Transcribe podcasts, YouTube and audio, then make show notes, chapters and translations.

MediaAI / LLM tooling

Requires authNot measured4 / 22
Podhome

Manage Podhome podcasts: episodes, chapters, transcripts, clips, people and analytics.

MediaAI / LLM tooling

Requires authOutdated checkNot measured4 / 22
Pointify Travel

Search award flights and cash fares, optimize points, and predict fares inside ChatGPT and Claude.

TravelAI / LLM tooling

Requires authNot measured4 / 22Not checked yet

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