The mcp-client-for-ollama is a simple yet powerful Python client designed for interacting with Model Context Protocol (MCP) servers using Ollama. This client enables local large language models (LLMs) to utilize tools effectively. It primarily facilitates communication with APIs, streamlining workflows and enhancing the capabilities of LLMs.

The MCP Email Server is a server that provides functionality for LLMs to compose and send emails. It supports sending emails to multiple recipients, handling attachments, and searching for files in specified directories. Secure email transmission is achieved using SMTP.

infobus-mcp is a Model Context Protocol server that enables AI assistants and chatbots to access transit information through standardized interfaces. It provides tools for trip planning, real-time information queries, and natural language transit assistance, with integration support for LLMs and conversational AI platforms.