Multimodal Model Context Protocal Server

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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.

🔗 Links

- Pixeltable GitHub - Pixeltable Documentation - Discord Community

📞 Support

- GitHub Issues: Report bugs or request features - Discord: Join our community

📜 License

This project is licensed under the Apache 2.0 License.