Multimodal Model Context Protocol Server
by pixeltable
This repository provides server implementations for Pixeltable, designed for multimodal data indexing and querying (audio, video, images, and documents). The services are orchestrated using Docker for local development.
Last updated: N/A
What is Multimodal Model Context Protocol Server?
The Multimodal Model Context Protocol Server (MCP Server) is a collection of servers that enable indexing and querying of multimodal data, including audio, video, images, and documents. It provides a base SDK and specialized servers for each data type, allowing for semantic search, content-based retrieval, and retrieval-augmented generation.
How to use Multimodal Model Context Protocol Server?
To use the MCP Server, clone the repository, navigate to the servers directory, and use docker-compose up --build to run the services locally. Each service runs on a designated port (8080-8083). Configure service settings in the respective Dockerfile or through environment variables. Access the services via their respective endpoints (/audio, /video, /image, /doc).
Key features of Multimodal Model Context Protocol Server
Audio file indexing with transcription
Video file indexing with frame extraction
Image indexing with object detection
Document indexing with text extraction
Semantic search over content
Content-based retrieval
Retrieval-Augmented Generation (RAG) support
Multi-index support for audio collections
Use cases of Multimodal Model Context Protocol Server
Building multimodal search applications
Creating content recommendation systems
Developing intelligent document retrieval systems
Analyzing audio and video data for insights
Enabling AI-powered data processing
FAQ from Multimodal Model Context Protocol Server
What is the purpose of the Base SDK Server?
What is the purpose of the Base SDK Server?
The Base SDK Server provides core functionality for Pixeltable integration and serves as a foundation for building specialized servers.
How do I configure the services?
How do I configure the services?
Service settings can be configured in the respective Dockerfile or through environment variables.
What ports do the services run on?
What ports do the services run on?
The services run on designated ports: 8080 for audio, 8081 for video, 8082 for image, and 8083 for doc.
Where can I find documentation?
Where can I find documentation?
Documentation is available at https://docs.pixeltable.com
How can I get support?
How can I get support?
You can report bugs or request features via GitHub Issues or join the Discord community for support.