adk-mcp-gemma3 by arjunprabhulal

A high-performance PDF summarization tool powered by Google's Gemma 3 LLM. Features parallel processing, async operations, and intelligent chunking for technical paper analysis. Built with FastAPI, Streamlit, and Ollama. Maintained by arjunprabhulal on GitHub, where it has earned 23 stars from the community.

Ollama MCP example for dummies. Maintained by kirillsaidov on GitHub, where it has earned 22 stars from the community.

A minimal AI agent built from scratch — no agent framework, just Python, the OpenAI SDK, and a `while` loop. Accompanies the Medium article "Build Your Own AI Agent from Scratch." Three execution modes: `local` (Ollama only), `remote` (cloud provider), `mixed` (local orchestrates, delegates to remote). Maintained by sergenes on GitHub, where it has earned 26 stars from the community.