Java defies the hype cycle, thriving at 30 with unmatched enterprise trust, modern AI integration, and a vibrant, global ...

Federated learning (FL) enables multiple data owners to collaboratively train a global model without sharing their private training data. However, FL is threatened by the model poisoning attacks. Most ...

Client-Server Architecture: MCP operates on a client-server model where the client sends requests, and the server processes these requests using LLMs and external tools.

A client-server model, where LLMs request tool execution from external services; Tool interfaces published in a machine-readable, declarative format; ...

The client selection module uses Principal Component Analysis (PCA) and clustering to select clients with diverse yet representative data, while the model aggregation module assigns weights based on ...

This server implements the Model Context Protocol to provide a tool that fetches weather data from the wttr.in API. When Claude or another MCP client connects to this server, they can use the ...

AppOmni creates industry-first SaaS security Model Context Protocol AI server so security teams can take more targeted and faster remediation actions.

Developers can now use Pydantic's mcp-run-python server, distributed via JSR, to allow AI agents to execute Python code with automatic dependency handling in isolation.

ElevenLabs has launched its official Model Context Protocol (MCP) server, enabling seamless interaction with advanced Text-to-Speech and audio processing APIs.