Contendeo

app.contendeo由 contendeo.app 發布官方發布者v0.1.0更新於 Oct 24, 2026

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

已驗證Streamable HTTP可網頁執行媒體與設計AI 與機器學習

概覽

AI 產生的概覽

遠端 MCP 伺服器，讓助理對影片 URL 進行轉錄、視覺分析與 OCR，並回傳一份結構化文件。

可以做什麼
附時間戳與講者辨識的轉錄（僅音訊）。完整多模態處理，將轉錄、關鍵影格視覺分析與 OCR 合併為一份結構化輸出。只分析指定的時間區間，不必處理整段影片。最多平行處理十部影片並進行跨影片綜合。
適用情境
適用於影片畫面本身承載資訊、單靠轉錄會遺漏的情況，例如畫面上的圖表、儀表板、介面狀態、程式碼或圈註區域，如交易教學、產品展示、技術講解或設計審閱。
執行需求
遠端 streamable HTTP 端點，無需本機安裝。首次使用需透過瀏覽器完成 OAuth 2.0 登入（Google 或電子郵件），之後取得 bearer token。免費註冊額度之外的高用量需要付費點數。
安裝前請注意
呼叫依成功次數消耗點數，提供訂閱或按量付費方案；據稱失敗的分析會自動退款。影片 URL 由該服務抓取，其使用第三方下載器、代理與模型供應商，因此送出的連結及衍生內容會離開本機。OAuth 授權會讓用戶端取得你帳戶的存取權限。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Contendeo，將其新增到工作區。
  2. 連接 所需的 憑證。它們會被私密儲存，絕不會在公開頁面上展示。
  3. 為需要使用其工具的對話啟用該服務。

Web executable，透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式，或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南，先向你展示發布者、端點和登入方式，經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/app.contendeo%2Fcontendeo/install.md，並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前，先告訴我它的發布者、端點和登入方式，等我確認。不要把 API 金鑰寫進命令或我會提交的檔案；問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。 客戶端會在首次連接時完成 OAuth 登入。

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

README

Contendeo

Give your agent eyes.

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

[MCP Compatible] [License: MIT] [Status: Live] [Smithery]

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. MCP endpoint at 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.

Tools

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

ToolCreditsWhat it does
quick_transcribe1Timestamped transcript with speaker identification. Audio-only. Fast.
deep_analyze5Full multimodal pipeline — transcript + keyframe vision + OCR, unified output.
clip_context1 (quick) / 3 (deep)Analyze a specific timestamp range without paying for the full video.
batch_analyzeper-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:

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

Claude will walk you through OAuth on first use.

Claude Code

bash
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:

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

New accounts get 10 free credits. No card required.

Details: docs/authentication.md.

Pricing

PlanPriceCreditsNotes
Free$010 on signupAll 4 tools, no card
Pro$12/mo (₹999)100/moPriority queue, rollover to 200
Power$39/mo (₹3,299)500/moBatch, webhooks, rollover to 1000
PAYG$0.15/crediton demandNo subscription

Cache hits are free. Failed analyses auto-refund.

Details: docs/pricing.md.

Stack

Under the hood:

  • yt-dlp — video download across 1000+ sites
  • Apify — Instagram Reels fetching
  • Webshare — residential proxy pool for YouTube anti-bot
  • ffmpeg — audio extraction + keyframe scene detection
  • Groq Whisper (large-v3) — transcription
  • Tesseract OCR — deterministic text extraction from frames
  • Claude Vision (Sonnet 4.6) — visual frame analysis
  • Supabase — auth + Postgres
  • Redis — URL-hash result cache
  • FastAPI + MCP Python SDK — server, streamable HTTP transport
  • Traefik — SSL termination + routing

Links

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.

來源：README.md，提交 fac117c

工具

0
該伺服器需要登入，因此 SourceWeft 無法在沒有帳號的情況下讀取其工具，也未收錄。已連接帳號所能看到的內容可能因帳號及其權限而異。

版本歷史

1
  1. v0.1.0最新Sep 16, 2026

評分

已滿足適用檢查項的 85%

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