Multimodal Model Context Protocol Server

This repository contains a collection of server implementations for Pixeltable, designed to handle multimodal data indexing and querying (audio, video, images, and documents). These services are orchestrated using Docker for local development.

🚀 Available Servers

Audio Index Server

Located in servers/audio-index/, this server provides:

Audio file indexing with transcription capabilities
Semantic search over audio content
Multi-index support for audio collections
Accessible at /audio endpoint

Video Index Server

Located in servers/video-index/, this server provides:

Video file indexing with frame extraction
Content-based video search
Accessible at /video endpoint

Image Index Server

Located in servers/image-index/, this server provides:

Image indexing with object detection
Similarity search for images
Accessible at /image endpoint

Document Index Server

Located in servers/doc-index/, this server provides:

Document indexing with text extraction
Retrieval-Augmented Generation (RAG) support
Accessible at /doc endpoint

Base SDK Server

Located in servers/base-sdk/, this server provides:

Core functionality for Pixeltable integration
Foundation for building specialized servers

📦 Installation

Local Development

pip install pixeltable
git clone https://github.com/pixeltable/mcp-server-pixeltable.git

cd mcp-server-pixeltable/servers

docker-compose up --build                 # Run locally with docker-compose
docker-compose down                       # Take down resources

🔧 Configuration

Each service runs on its designated port (8080 for audio, 8081 for video, 8082 for image, 8083 for doc).
Configure service settings in the respective Dockerfile or through environment variables.

Multimodal Model Context Protocol Server