Multimodal Model Context Protocol Server for Pixeltable
Project description
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
/audioendpoint
Video Index Server
Located in servers/video-index/, this server provides:
- Video file indexing with frame extraction
- Content-based video search
- Accessible at
/videoendpoint
Image Index Server
Located in servers/image-index/, this server provides:
- Image indexing with object detection
- Similarity search for images
- Accessible at
/imageendpoint
Document Index Server
Located in servers/doc-index/, this server provides:
- Document indexing with text extraction
- Retrieval-Augmented Generation (RAG) support
- Accessible at
/docendpoint
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
📞 Support
- GitHub Issues: Report bugs or request features
- Discord: Join our community
📜 License
This project is licensed under the Apache 2.0 License.
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