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Independent measurements of remote MCP servers. Every observation has a timestamp.

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Remote MCP servers

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2623 servers

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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
Lightdrift Images MCP

Image search for AI agents: 1.85M openly licensed images with source, license and attribution.

MediaData access / search

UnreachableNot measured4 / 22
Narrivela

Generate English and Chinese speech, split long text, track batch jobs, and download audio.

MediaAI / LLM tooling

UnreachableNot measured4 / 22
OCR Text Extraction API

Extract text from images using OCR. Tesseract-powered. x402 micropayment.

MediaCode & DevOps

Outdated checkNot measured4 / 22
Pencil

Lets AI assistants draw: logos, posters, illustrations and scenes, as editable SVG and PNG.

MediaAI / LLM tooling

UnreachableNot measured4 / 22
Reel25 — Video Analytics for TikTok, Instagram & YouTube

Video analytics for TikTok, Instagram, and YouTube. Track, analyze, and discover content.

MediaCode & DevOps

Outdated checkNot measured4 / 22
Respawn Signal

Which brands sponsor which gaming creators, with evidence, on YouTube, TikTok, Instagram, Twitch.

MediaAI / LLM tooling

UnreachableNot measured4 / 22
RiverScript

MCP server for RiverScript, an AI transcription platform - fetches transcripts shared via a link.

MediaAI / LLM tooling

Outdated checkNot measured4 / 22
Sakaira

Make AI images, video, voiceovers and music, and edit video, from your assistant. Paid in credits.

MediaAI / LLM tooling

Outdated checkNot measured4 / 22
ScriptHaul

Free YouTube transcripts, no API key: videos, channel lists, latest uploads, bulk download links.

MediaAI / LLM tooling

Outdated checkNot measured4 / 22
SEO Page Analyzer

SEO audit any URL: meta tags, headings, links, images, Schema.org, score 0-100. x402.

MediaCode & DevOps

Outdated checkNot measured4 / 22
Slidler

Turn a URL, YouTube video or text into a branded LinkedIn/Instagram carousel PDF. No key needed.

MediaFile & docs

Outdated checkNot measured4 / 22
Sports

Sports MCP — wraps TheSportsDB API (free tier, test key 3, no auth required)

MediaCode & DevOps

Outdated checkNot measured4 / 22
Spotify

Full Spotify Web API coverage - albums, artists, playlists, player controls, and more.

MediaCode & DevOps

Outdated checkNot measured4 / 22
SquadRide

Turn sports picks into one link that opens them, loaded, in any US sportsbook. Free.

MediaAI / LLM tooling

UnreachableNot measured4 / 22
Svodka — Bulgarian News

Summarized Bulgarian news from leading outlets: semantic search, top stories, article summaries.

MediaData access / search

Outdated checkNot measured4 / 22
Text to Speech API

Convert text to MP3 speech audio in 50+ languages. x402 micropayment.

MediaAI / LLM tooling

Outdated checkNot measured4 / 22
The Techno Optimist

Where frontier tech programs stand: stage, milestones and slips, obstacles, specs and sourced news.

MediaData access / search

Outdated checkNot measured4 / 22
Toolora MCP Server

12 free tools: PDF, OCR, QR codes, audio transcription, URL scraping, Excel, Word. No key needed.

MediaFile & docs

Outdated checkNot measured4 / 22
Trakt

Trakt MCP — TV/movie metadata + watch tracking signals

MediaCode & DevOps

Outdated checkNot measured4 / 22
TrueLook: AI dating photos

Make hyperrealistic AI dating photos of yourself from a chat: free photo review, 62 styles.

MediaAI / LLM tooling

UnreachableNot measured4 / 22
unmarking

Inspect and remove C2PA content credentials from AI-generated images, video and audio. Free, no key.

MediaAI / LLM tooling

Outdated checkNot measured4 / 22
Vibe2Text — AI audio & video transcription with speaker diarization

Audio & video to text, Russian-first: diarization, timestamps, summary, action items, subtitles.

MediaAI / LLM tooling

Outdated checkNot measured4 / 22
What2Watch

Real-time TV schedules, streaming availability, and personalized recommendations.

MediaCode & DevOps

Outdated checkNot measured4 / 22
YouTube Transcript, Comments & Video Data API MCP Server

Real-time YouTube transcripts, comments, channels & video search MCP. Local npx or hosted OAuth.

MediaData access / search

Outdated checkNot measured4 / 22

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