Contendeo

app.contendeo由 contendeo.app 发布官方发布者v0.1.0更新于 Oct 24, 2026

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

已验证Streamable HTTP可网页运行媒体与设计AI 与机器学习

概览

AI 生成的概览

远程 MCP 服务器，让助手对视频 URL 进行转录、视觉分析和 OCR，并返回一份结构化文档。

可以做什么
带时间戳和说话人识别的转录（仅音频）。完整多模态处理，将转录、关键帧视觉分析和 OCR 合并为一份结构化输出。只分析指定的时间区间，而不必处理整个视频。最多并行处理十个视频并进行跨视频综合。
适用场景
适用于视频画面本身承载信息、仅靠转录会遗漏的场合，例如屏幕上的图表、仪表盘、界面状态、代码或圈注区域，如交易教程、产品演示、技术讲解或设计评审。
运行要求
远程 streamable HTTP 端点，无需本地安装。首次使用需通过浏览器完成 OAuth 2.0 登录（Google 或邮箱），随后获得 bearer token。免费注册额度之外的高强度使用需要付费积分。
安装前请注意
调用按成功次数消耗积分，提供订阅或按量付费方案；据称失败的分析会自动退款。视频 URL 由该服务抓取，其使用第三方下载器、代理和模型提供商，因此提交的链接及衍生内容会离开本机。OAuth 授权会使客户端获得你账户的访问权限。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Contendeo，将其添加到工作区。
  2. 连接 所需的 凭据。它们会被私密存储，绝不会在公开页面上展示。
  3. 为需要使用其工具的对话启用该服务。

Web executable，通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体，或 SourceWeft 对话中。智能体会读取该服务器的安装指南，先向你展示发布者、端点和登录方式，经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/app.contendeo%2Fcontendeo/install.md，并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前，先告诉我它的发布者、端点和登录方式，等我确认。不要把 API 密钥写进命令或我会提交的文件；问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。 客户端会在首次连接时完成 OAuth 登录。

{
  "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.

来源：README.md，提交 fac117c

工具

0
该服务器需要登录，因此 SourceWeft 无法在没有账号的情况下读取其工具，也未收录。已连接账号所能看到的内容可能因账号及其权限而异。

版本历史

1
  1. v0.1.0最新Sep 16, 2026

评分

已满足适用检查项的 85%

该评分衡量此收录条目的完整程度，依据注册中心条目、端点与公开来源计算得出。它不是对服务器本身的评价，也不表示服务器安全或当前可用：可连通性是带日期的检查结果，评分也不包含安装量或用户评价。

  • 近 30 天内可连通必需25 分
  • 已声明认证方式必需10 分
  • 已列出工具15 分

    请让服务器在无凭据时响应 tools/list，或发布可在沙箱中无凭据启动的软件包。

  • 描述必需15 分
  • 图标10 分
  • 文档15 分
  • 许可证10 分