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

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DiscoveryServer directory

Remote MCP servers

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2242 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
Speech to Text — File Transcripts, Speaker Labels & Subtitles

Transcribe audio and video files to text with timestamps and SRT or WebVTT subtitles

MediaAI / LLM tooling

Requires authNot measured3 / 22Not checked yet
Speech to Text (Whisper) for Audio and Video URLs

Whisper speech to text for podcast, audio and video URLs, 90+ languages, timestamped output.

MediaAI / LLM tooling

Requires authOutdated checkNot measured3 / 22
Requires authOutdated checkNot measured3 / 22
stagenth · 二维码工具箱

QR & barcode toolkit: generate, decode, vector SVG, logo QR, WiFi and vCard QR codes.

OtherAI / LLM tooling

Requires authNot measured3 / 22Not checked yet
stagenth · 图片工具箱

Image toolkit: resize, compress, crop, watermark, convert, rotate, EXIF read/strip.

MediaAI / LLM tooling

Requires authNot measured3 / 22Not checked yet
StatsHawk

Live sports stats and pre-computed analysis for AI assistants across NBA, MLB, NFL, and NHL.

MediaAI / LLM tooling

Requires authOutdated checkNot measured3 / 22
Stipp

Notes and actions in one app. Let Claude or ChatGPT read and update them.

ProductivityAI / LLM tooling

Requires authOutdated checkNot measured3 / 22
StudioMeyer GEO

AI visibility across 8 LLM platforms. 30 tools, most need no API key. EU-hosted, free.

Developer ToolsAI / LLM tooling

Requires authOutdated checkNot measured3 / 22
Supervision Draw

Draw detections onto an image with Roboflow supervision's own annotators, over HTTP and MCP....

MediaAI / LLM tooling

Requires authNot measured3 / 22Not checked yet
Surface AI

Test and personalize your site's pages from Claude Code or Codex, and check results. Key required.

OtherAI / LLM tooling

Requires authNot measured3 / 22Not checked yet
Teamfight Tactics MCP Server

Teamfight Tactics data & AI coaching for Claude and ChatGPT — 19 tools, built-in Riot key.

Developer ToolsAI / LLM tooling

Requires authNot measured3 / 22Not checked yet
Tellers.AI

This MCP lets your agent edit your videos, generate voiceovers, AI clips, titles, motion, music, etc

MediaAI / LLM tooling

Requires authNot measured3 / 22
Text to Speech — Generic Formant WAV, English/German/Spanish

Synthesize short texts into WAV audio using offline formant voices in English, German and Spanish

MediaAI / LLM tooling

Requires authNot measured3 / 22Not checked yet
TokenOracle

Hosted MCP server for LLM cost estimation, model comparison, and budget-aware routing.

Developer ToolsAI / LLM tooling

Requires authNot measured3 / 22Not checked yet
Toolbox

Small tools for agent builders: AI-writing tells, tools/list token cost, CLAUDE.md lint, and more.

Developer ToolsAI / LLM tooling

Requires authNot measured3 / 22Not checked yet
Topped

Make, approve, schedule and measure your Product's TikTok, Instagram and YouTube Posts.

MediaAI / LLM tooling

Requires authNot measured3 / 22
Transkripce – Czech audio and video transcription

Czech audio/video transcription: upload media, run transcription, get transcript and QA report.

MediaAI / LLM tooling

Requires authNot measured3 / 22Not checked yet
TubeTranscript

YouTube transcripts for AI agents, including videos without captions (Pro API key).

MediaAI / LLM tooling

Requires authNot measured3 / 22Not checked yet
TubeTranscript AI tools

Chapters, hooks, mindmaps, subtitles and blog drafts from a TubeTranscript job (Pro API key).

MediaAI / LLM tooling

Requires authNot measured3 / 22Not checked yet
Typefold

Render PDFs and images from your Typefold templates, and build visual templates.

MediaAI / LLM tooling

Requires authOutdated checkNot measured3 / 22
Ulule — Crowdfunding

Crowdfunding on Ulule: submit a project proposal, then build its page, goal, images and rewards.

MediaAI / LLM tooling

Requires authOutdated checkNot measured3 / 22
Upstash

Hosted Upstash MCP server: Redis, QStash, Workflow, Vector, Search, Box and Blob, with OAuth.

Developer ToolsAI / LLM tooling

Requires authOutdated checkNot measured3 / 22
Verified Tools — AI Visibility Monitoring

AI-visibility monitoring for your brand across ChatGPT, Claude, Perplexity & Gemini.

OtherAI / LLM tooling

Requires authOutdated checkNot measured3 / 22
VFX Plus

Film production: projects, shots, scripts, and picture and video jobs priced before they run.

MediaAI / LLM tooling

Requires authOutdated checkNot measured3 / 22

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