Multimodal Model Context Protocal Server

By pixeltable GitHub

A multimodal mcp server

mcp-server multimodal

Overview

What is Multimodal Model Context Protocol Server?

The Multimodal Model Context Protocol Server is a server implementation designed to handle multimodal data indexing and querying, including audio, video, images, and documents.

How to use the Multimodal Model Context Protocol Server?

To use the server, clone the repository, install the required packages, and run the services using Docker. Each service can be accessed through designated endpoints for audio, video, image, and document indexing.

Key features of the Multimodal Model Context Protocol Server?

Audio file indexing with transcription capabilities
Video file indexing with frame extraction
Image indexing with object detection
Document indexing with text extraction and Retrieval-Augmented Generation (RAG) support
Multi-index support for various data types

Use cases of the Multimodal Model Context Protocol Server?

Indexing and searching audio files for content-based retrieval.
Extracting frames from videos for analysis and search.
Performing similarity searches on images.
Extracting text from documents for enhanced search capabilities.

FAQ from the Multimodal Model Context Protocol Server?

What types of data can be indexed?

The server can index audio, video, images, and documents.

How do I run the server locally?

You can run the server locally using Docker by following the installation instructions provided in the repository.

Is there support for community engagement?

Yes! You can join the Pixeltable community on Discord for support and discussions.

Content

Multimodal Model Context Protocal 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.