mcp
If you are the rightful owner of mcp and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.
MCP (Model Context Protocol) is a comprehensive conversational application framework that integrates FastAPI, JWT, local LLM via Ollama, and vector memory for context management.
The Model Context Protocol (MCP) is a robust framework designed for building conversational applications. It leverages FastAPI for creating APIs, JWT for secure authentication, and integrates local Large Language Models (LLMs) through Ollama, such as Mistral, to provide intelligent conversational capabilities. MCP uses ChromaDB for vector-based memory management, allowing it to maintain context across sessions. It supports multiple users and sessions, automatically summarizes long conversation histories, and includes a plugin system for executing real-world actions. This makes MCP a versatile tool for developers looking to create advanced conversational agents with persistent memory and context awareness.
Features
- FastAPI and JWT integration for secure and efficient API management.
- Local LLM support via Ollama, enabling the use of models like Mistral.
- Vector memory management with ChromaDB for maintaining conversation context.
- Multi-user and session support with automatic history summarization.
- Plugin system for executing real-world actions within conversations.
