Kimi Code
Kimi Code is a developer-centric AI coding agent included as part of the Kimi Membership, designed to boost productivity by automating software development tasks and seamlessly integrating into popular workflows. It offers high-performance CLI tools and supports integration with terminal environments and IDEs like VS Code, allowing developers to read and edit code, answer questions about codebases, generate features, fix bugs, refactor, and verify changes through a natural-language interface. With a dedicated console showing real-time logs, request quotas, and pace controls, the platform lets users configure API keys for use in tools such as Kimi CLI, Claude Code, and Roo Code, enabling faster coding with AI assistance within commits and existing workflows. In VS Code, Kimi Code features a native chat panel with slash commands, file and folder references, diff views, and integration with external tools for context-aware coding support.
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Kimi Claw
Kimi Claw is a cloud-based deployment solution that allows users to launch OpenClaw instantly with just one click. OpenClaw is an AI assistant designed with personality and long-term memory capabilities to create more engaging and contextual interactions. With Kimi handling the deployment process, there is no need for complicated setup or server management. The assistant stays online 24/7, ensuring continuous availability for conversations and task execution. Kimi Claw comes configured with Kimi K2.5 Thinking, enhancing its reasoning and problem-solving abilities. It also includes ready-to-use skills that enable proactive task completion across different workflows. The assistant can operate across multiple messaging apps, allowing users to chat freely and manage tasks seamlessly from various platforms.
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Kimi Code CLI
Kimi Code CLI is an AI-powered command-line agent that runs in the terminal to assist developers with software development and terminal operations by reading and editing code, executing shell commands, searching and fetching web pages, autonomously planning and adjusting actions during execution, and providing a shell-like interactive experience where users can describe their needs in natural language or switch to direct command mode; it supports integrations with IDEs and local agent clients via the Agent Client Protocol for enriched workflows and simplifies tasks such as writing and modifying code, fixing bugs, refactoring, exploring unfamiliar projects, answering architecture questions, and automating batch tasks or build and test scripts. Installation is handled via a script that installs the necessary tool manager and then the Kimi CLI package, after which users verify with a version command and configure an API source.
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Kimi K2
Kimi K2 is a state-of-the-art open source large language model series built on a mixture-of-experts (MoE) architecture, featuring 1 trillion total parameters and 32 billion activated parameters for task-specific efficiency. Trained with the Muon optimizer on over 15.5 trillion tokens and stabilized by MuonClip’s attention-logit clamping, it delivers exceptional performance in frontier knowledge, reasoning, mathematics, coding, and general agentic workflows. Moonshot AI provides two variants, Kimi-K2-Base for research-level fine-tuning and Kimi-K2-Instruct pre-trained for immediate chat and tool-driven interactions, enabling both custom development and drop-in agentic capabilities. Benchmarks show it outperforms leading open source peers and rivals top proprietary models in coding tasks and complex task breakdowns, while its 128 K-token context length, tool-calling API compatibility, and support for industry-standard inference engines.
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