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The Prospectio MCP API is a FastAPI-based application designed for lead prospecting, implementing the Model Context Protocol (MCP). It adheres to Clean Architecture principles, ensuring a clear separation of concerns across domain, application, and infrastructure layers. The project focuses on core business entities and logic, along with use cases and API routes, facilitating integration with external services.

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.