Contendeo

Name: Contendeo
Author: 0xKaroshi

by 0xKaroshiversion 0.1.0i★ –iRuns in the cloud

Registry nameapp.contendeo/contendeo

Install

Overview

Description from the maker (original English)

Multimodal video analysis MCP — transcription, vision, and OCR for any video URL.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

User voiceiNo reviews yetReviews open together with accounts in a later step
Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
UsageiNot measured yet★ –

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

Connection: Runs in the cloud
Transport: Streamable HTTP
Category: Design, images & audio

Install

Pick the AI app you use, then copy the settings.

Before you install

Basic checks: 1 of 1 passed
Runs on the maker’s server: what you ask it goes through their server.
The registry lists no key to fill in.

You need

Runs in the cloudNothing to install; it connects over the internet

Which app do you use?

ClaudeClaude CodeCursorVS CodeChatGPT

Pick your app above. We remember it, so next time the button says “Install in …”.

Works in Claude on the web, desktop and mobile:

Open Settings → Connectors
Press Add custom connector
Paste the address below and press Add
If it asks you to sign in, sign in with the maker

https://contendeo.app/mcp/

Run this in your terminal

claude mcp add --transport http contendeo https://contendeo.app/mcp/

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "contendeo": {
      "url": "https://contendeo.app/mcp/"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "contendeo": {
      "type": "http",
      "url": "https://contendeo.app/mcp/"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

ChatGPT connects only to servers on the internet:

Open ChatGPT on the web → Settings → Connectors (Apps)
Press Create or Add (some plans need Developer mode under Advanced first)
Paste the address below, give it a name and save
If it asks you to sign in, sign in with the maker

https://contendeo.app/mcp/

Menu names can differ slightly by plan and over time.

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

We have not read this server’s tool list yet; we check endpoints in rotation.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026

✓ Pass
Maker matches the repo
The registry name was verified against the domain contendeo.app (the registry checks domain ownership)
… Not checked yet
Still maintained
We have not read this repo from GitHub yet
… Not checked yet
Has a licence
We have not read this repo from GitHub yet
… Not checked yet
Endpoint responds
Not checked yet; we check endpoints in rotation
… Not checked yet
Sign-in with OAuth
Not checked yet; we check endpoints in rotation
… Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint

Compared with others in Design, images & audioi

More stars than 0% of the other 2166 servers in this category
Published to the registry more recently than 7% of the other 2166 servers in this category
Basic checks equal to or better than 100% of the other 2166 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is Contendeo safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.

Is it still maintained?

The GitHub repo last changed –, and the latest version (0.1.0) reached the registry 7 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: Figma Context MCP, Claude Real Video, Figma MCP Server

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

Figma Context MCP

by GLips

Give your coding agent access to your Figma data. Implement designs in any framework in one-shot.

Runs on your computer★ 16,165MITUpdated 5 months ago

Install

Claude Real Video

by HUANGCHIHHUNGLeo

Let any LLM watch a video locally — and search everything it has ever watched.

Runs on your computer★ 2,284MITUpdated 2 months ago

Install

Figma MCP Server

by figma

Figma’s official server gives AI your design data so it can turn designs into code or describe them accurately. Connects to Figma’s cloud.

Runs in the cloud★ 2,152Updated 13 months ago

Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

Contendeo

Give your agent eyes.

Contendeo is the multimodal layer that lets your AI actually see video — not just read its transcript.

What it is

Contendeo is a remote MCP server that gives LLMs frame-level context from video — transcription, keyframe vision analysis, OCR, and structured output, unified into a single response your agent can reason over.

Paste a YouTube, Instagram Reels, Vimeo, Twitter/X, TikTok, or direct video URL into Claude (or any MCP client). Contendeo downloads, transcribes, extracts keyframes, runs OCR, analyzes visuals, and returns a structured document.

Live at [contendeo.app](https://contendeo.app). MCP endpoint at [contendeo.app/mcp/](https://contendeo.app/mcp/).

Why it exists

Transcripts capture what was said. They don't capture what was shown — chart values, UI states, overlays, code on screen, circled regions, dashboard numbers. For any video where the visual layer carries information (trading tutorials, product demos, technical walkthroughs, data dashboards, design reviews), transcript-only analysis misses half the signal.

Contendeo closes that gap.

See the side-by-side comparison at [contendeo.app/demo](https://contendeo.app/demo).

Tools

Four tools exposed over MCP. Credit costs charged per successful call. Cache hits are free.

Tool	Credits	What it does
`quick_transcribe`	1	Timestamped transcript with speaker identification. Audio-only. Fast.
`deep_analyze`	5	Full multimodal pipeline — transcript + keyframe vision + OCR, unified output.
`clip_context`	1 (quick) / 3 (deep)	Analyze a specific timestamp range without paying for the full video.
`batch_analyze`	per-video, −10% at 5+	Process up to 10 videos in parallel with cross-video synthesis.

Full schemas and response formats: docs/tools.md.

Installation

Contendeo is a remote MCP server — no local install, no package download. Connect via URL from your MCP client.

Claude Desktop

Add to your claude_desktop_config.json:

"mcpServers": { "contendeo": { "url": "https://contendeo.app/mcp/" } } }

Claude will walk you through OAuth on first use.

Claude Code

claude mcp add --transport http contendeo https://contendeo.app/mcp/

Other MCP clients (Cursor, Continue, Cline, etc.)

Any client that supports remote MCP servers over streamable HTTP. Point it at https://contendeo.app/mcp/.

Full walkthrough with screenshots: docs/installation.md.

Authentication

Contendeo uses OAuth 2.0. First use flow:

Your MCP client initiates a connection
Browser redirect to contendeo.app sign-in (Google OAuth or email)
Approve the MCP client
Bearer token issued, client reconnects, tools become available

New accounts get 10 free credits. No card required.

Details: docs/authentication.md.

Pricing

Plan	Price	Credits	Notes
Free	$0	10 on signup	All 4 tools, no card
Pro	$12/mo (₹999)	100/mo	Priority queue, rollover to 200
Power	$39/mo (₹3,299)	500/mo	Batch, webhooks, rollover to 1000
PAYG	$0.15/credit	on demand	No subscription

Cache hits are free. Failed analyses auto-refund.

Details: docs/pricing.md.

Stack

Under the hood:

[yt-dlp](https://github.com/yt-dlp/yt-dlp) — video download across 1000+ sites
[Apify](https://apify.com) — Instagram Reels fetching
[Webshare](https://webshare.io) — residential proxy pool for YouTube anti-bot
[ffmpeg](https://ffmpeg.org) — audio extraction + keyframe scene detection
[Groq Whisper](https://groq.com) (large-v3) — transcription
[Tesseract OCR](https://github.com/tesseract-ocr/tesseract) — deterministic text extraction from frames
[Claude Vision](https://www.anthropic.com/api) (Sonnet 4.6) — visual frame analysis
[Supabase](https://supabase.com) — auth + Postgres
[Redis](https://redis.io) — URL-hash result cache
FastAPI + MCP Python SDK — server, streamable HTTP transport
Traefik — SSL termination + routing

Support

Questions, bug reports, feature requests: open an issue.

Commercial/partnership inquiries: @0xKaroshi on X.

License

MIT — covers this wrapper repo (documentation, examples, manifest). The production server source is not open-sourced.

See LICENSE.

*Contendeo — every frame, every word, every edge.*

Contendeo

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Compared with others in Design, images & audioi

Common questions

Alternatives

Figma Context MCP

Claude Real Video

Figma MCP Server

README from the maker

Contendeo

What it is

Why it exists

Tools

Installation

Claude Desktop

Claude Code

Other MCP clients (Cursor, Continue, Cline, etc.)

Authentication

Pricing

Stack

Links

Support

License