Kagi

codemap is an MIT-licensed project brain for AI coding tools that gives LLMs instant architectural context from your codebase without burning tokens. It generates a fast tree/context view, dependency flow, dependency blast-radius analysis, and a layered handoff format for cross-agent continuation, then exposes everything through a JSON context bundle and an MCP server compatible with Claude Code and Codex. A built-in Codex plugin and community skill registry make it easy to install and share. Developers use codemap to onboard agents to large repos in seconds, keep session continuity across handoffs, and scope the impact of a change before running it.

FileForge Finder is an AI-powered local file search utility that optimizes search results for developer workflows. It uses natural language processing to understand query intent and prioritize relevant files, code snippets, and documentation. The tool integrates with popular IDEs and terminals to provide instant, context-aware file retrieval, reducing time spent navigating complex project structures. It supports multiple file formats and offers advanced filtering by content type, modification date, and relevance.

Meet Le Chat, your all-in-one AI companion for seamless interactions. Engage in natural conversations while accessing vast information, collaborating visually, generating code, and analyzing data effortlessly. Whether youre tech-savvy or not, Le Chats user-friendly design caters to all. Dive into Mistral AIs advanced language models through Le Chat, offering a playful yet educational gateway to Mistral AIs tech world. Unleash Mistral Large, Mistral Small, or the concise Mistral Next model for tailored AI assistance. Experience cutting-edge technology with Le Chats interactive and informative dialogues, making AI exploration engaging and insightful.