Safe local execution layer for AI agent tools. Build, validate, and publish MCP tools with a no-pass-no-run workflow — cross-platform desktop app powered by Spring AI.

This Streamlit application provides a user interface for connecting to MCP (Model Context Protocol) servers and interacting with them using different LLM providers (OpenAI, Anthropic, Google, Ollama).

Monika is an AI assistant that combines speech-to-text, natural language processing, and text-to-speech capabilities for seamless interaction.

Build your own Local MCP Client with LlamaIndex

SynthCerebrum is a fully offline, AI-powered assistant that reads and learns from all types of local files. Using advanced neural networks, embeddings, and RAG, it intelligently retrieves, synthesizes, and generates insights from your data, making your folder a brain-like knowledge hub.