ollama-mcp-bridge and Little_MCP

About ollama-mcp-bridge

jonigl/ollama-mcp-bridge

Extend the Ollama API with dynamic AI tool integration from multiple MCP (Model Context Protocol) servers. Fully compatible, transparent, and developer-friendly, ideal for building powerful local LLM applications, AI agents, and custom chatbots

Intercepts Ollama `/api/chat` requests through a FastAPI proxy layer, automatically aggregates tools from multiple MCP servers configured via JSON (supporting stdio, HTTP, and SSE transports), and orchestrates multi-round tool execution with configurable limits. Transparently proxies all other Ollama API endpoints while injecting discovered tools into chat requests, enabling models to seamlessly invoke capabilities from disparate MCP servers in a single conversation.

About Little_MCP

ricard1406/Little_MCP

A simple yet powerful local AI assistant that runs entirely on your machine. Option for remote LLM. Built for learning and experimentation, Little MCP combines the power of open-source LLMs with advanced RAG that work with your personal documents. Included tools: real time weather, calculate, local documents RAG, local SQL database