Videoseek

Find anything in any video. Semantic video search, video Q&A, persistent memory, and social media import — all as MCP tools for your AI agent.

What can it do?

Give your AI agent (Claude, Cursor, Windsurf, etc.) the ability to:

• Search videos by meaning — "find the moment where someone opens the gift" across your entire library
• Ask questions about videos — multi-turn conversations with one video or your whole collection
• Remember everything — persistent text + video memory that never forgets (Memory Augmented Generation)
• Import from social media — pull and index content from TikTok, YouTube, Instagram, and 15+ platforms
• Analyze on-the-fly — describe any video or image from URL without uploading
• Transcribe — get visual scene descriptions or spoken word transcripts

Quick Start

1. Get an API Key

Sign up at memories.ai and grab your key from the API keys page. Free tier includes 100 credits/month.

2. Install

git clone https://github.com/kennyzheng-builds/videoseek-mcp.git
cd videoseek-mcp
npm install --include=dev
npm run build

3. Connect to your AI client

Claude Desktop

Add to ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):

{
  "mcpServers": {
    "videoseek": {
      "command": "node",
      "args": ["/path/to/videoseek-mcp/build/index.js"],
      "env": {
        "MEMORIES_API_KEY": "your-api-key"
      }
    }
  }
}

Cursor

Add to .cursor/mcp.json:

{
  "mcpServers": {
    "videoseek": {
      "command": "node",
      "args": ["/path/to/videoseek-mcp/build/index.js"],
      "env": {
        "MEMORIES_API_KEY": "your-api-key"
      }
    }
  }
}

Claude Code

export MEMORIES_API_KEY="your-api-key"
claude mcp add videoseek -- node /path/to/videoseek-mcp/build/index.js

Tools (18)

Video Management

Tool	What it does
upload_video	Upload and index a video from URL
list_videos	List all indexed videos
get_video_status	Check processing status
delete_videos	Remove videos from your library
get_transcription	Get visual or audio transcription

Search

Tool	What it does
search_videos	Semantic search across your private video library
search_public	Search TikTok, YouTube, Instagram by meaning
search_audio	Find when something was said in a video

Video Q&A

Tool	What it does
chat_with_video	Ask questions about specific videos (multi-turn)
chat_personal	Ask questions across your entire library + memories

Persistent Memory

Tool	What it does
add_memory	Store text with semantic indexing
search_memories	Find relevant memories by meaning
list_memories	List all stored memories

Vision Analysis

Tool	What it does
caption_video	Analyze a video from URL (no upload needed)
caption_image	Analyze an image from URL

Social Media Import

Tool	What it does
import_from_url	Import from any social media URL
import_by_hashtag	Import by hashtag from TikTok/YouTube/Instagram
import_by_creator	Import from a creator's profile

Resources & Prompts

Resources: memories://videos (your library), memories://memories (your stored knowledge)

Prompt templates: analyze-video, social-media-research, build-knowledge-base

Example Conversations

"Find a moment"

You: Find all moments where someone is cooking pasta

Agent uses search_videos → returns timestamped video segments

"Understand a video"

You: What's happening in this video? [URL]

Agent uses caption_video → instant analysis without uploading

"Research TikTok"

You: Research AI trends on TikTok

Agent uses search_public → import_from_url → chat_personal for insights

"Build knowledge"

You: Summarize all my meeting recordings

Agent uses list_videos → get_transcription → add_memory for key takeaways

How It Compares

Feature	videoseek-mcp	TwelveLabs MCP
Persistent memory (text + video)	Yes	No
Social media import (15+ platforms)	Yes	No
Memory Augmented Generation	Yes	No
Free tier	100 credits/month	10 hours
Multi-video Q&A	Yes	Yes
Semantic search	Yes	Yes

Environment Variables

Variable	Required	Default	Description
MEMORIES_API_KEY	Yes	—	API key from memories.ai
MEMORIES_UNIQUE_ID	No	"default"	Namespace for multi-tenant isolation

Development

npm install --include=dev
npm run build          # compile TypeScript
npm run dev            # watch mode
npx @modelcontextprotocol/inspector node build/index.js   # test interactively

Architecture

videoseek-mcp/
├── src/
│   ├── index.ts     # MCP server — 18 tools, 2 resources, 3 prompts
│   └── client.ts    # Video understanding API client
├── build/           # Compiled JS (generated)
├── package.json
└── tsconfig.json

TypeScript + Zod schemas + stdio transport. No dependencies beyond MCP SDK.

License

MIT