Deploy in 115+ regions with the modern database for every enterprise.
MongoDB Atlas gives you the freedom to build and run modern applications anywhere—across AWS, Azure, and Google Cloud. With global availability in over 115 regions, Atlas lets you deploy close to your users, meet compliance needs, and scale with confidence across any geography.
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Go From AI Idea to AI App Fast
One platform to build, fine-tune, and deploy ML models. No MLOps team required.
Access Gemini 3 and 200+ models. Build chatbots, agents, or custom models with built-in monitoring and scaling.
5ire is a cross-platform desktop AI assistant, MCP client
...If you don't anticipate using the tools feature immediately, you may choose to skip this installation step and complete it later when the need arises. MCP is an open protocol that standardizes how applications provide context to LLMs. Think of MCP like a USB-C port for AI applications. Just as USB-C provides a standardized way to connect your devices to various peripherals and accessories, MCP provides a standardized way to connect AI models to different data sources and tools.
Advanced Full Text Search + AI Assistant + Local Server for LLMs
...Advanced features: set LLM sampler parameters, scrolling index vocabulary, multilingual stemming, synonyms. MCP Client. UI can be translated using a free Language File Translator. Uses Llama Sharp and Lucene search engine . Open source and free. TARILIO PRO commercial version.