Kimi Code - AI-Powered Code Generation & Analysis

Harness the power of Kimi AI by Moonshot AI (月之暗面) for all your coding needs. Kimi Code delivers intelligent code generation, debugging, review, refactoring, and explanation across dozens of programming languages with an industry-leading 200K-token context window.

What is Kimi Code?

Kimi Code refers to the suite of coding capabilities powered by the Kimi large language models from Moonshot AI. Unlike single-purpose coding tools, Kimi Code covers the entire software development lifecycle: from generating new code from scratch, to debugging existing issues, reviewing pull requests, explaining complex logic, and refactoring legacy codebases.

What sets Kimi Code apart is its massive 200K-token context window. This means you can feed entire repositories, large configuration files, or long conversation histories into a single prompt and get coherent, context-aware responses. No more splitting files or losing context mid-conversation.

Whether you're a solo developer looking for an AI pair programmer, a team lead reviewing code quality, or a student learning to code, Kimi Code adapts to your needs with multilingual support and deep technical understanding.

Kimi Code Features

Code Generation

Generate functions, classes, APIs, tests, and entire modules from natural language descriptions. Supports Python, JavaScript, TypeScript, Go, Rust, Java, C++, and more.

Code Review

Submit code for automated review. Kimi identifies bugs, security vulnerabilities, performance bottlenecks, and style issues with actionable suggestions.

Debugging

Paste error messages, stack traces, or buggy code. Kimi pinpoints the root cause and provides corrected code with explanations.

Refactoring

Modernize legacy code, improve readability, extract reusable components, and apply design patterns with intelligent refactoring suggestions.

Multi-Language Support

Works with 30+ programming languages including Python, JavaScript, TypeScript, Go, Rust, Java, C/C++, Swift, Kotlin, PHP, Ruby, and more.

200K Context Window

Analyze entire codebases in a single prompt. Feed large files, multiple modules, or complete project structures without losing context.

Kimi Code via API

Access Kimi Code capabilities programmatically through the Kimi API. The API is fully compatible with the OpenAI Chat Completions format, so you can integrate it with existing tools and workflows with minimal code changes.

Python Example

from openai import OpenAI

client = OpenAI(
    api_key="YOUR_API_KEY",
    base_url="https://kimi-api.com/v1",  # Our proxy - 40% off
)

response = client.chat.completions.create(
    model="moonshot-v1-128k",
    messages=[
        {
            "role": "system",
            "content": "You are an expert programmer. Generate clean, "
                       "well-documented code with error handling."
        },
        {
            "role": "user",
            "content": "Write a Python async web scraper that extracts "
                       "all links from a webpage, handles rate limiting, "
                       "and saves results to a JSON file."
        }
    ],
    temperature=0.3,
)

print(response.choices[0].message.content)

JavaScript / Node.js Example

import OpenAI from "openai";

const client = new OpenAI({
  apiKey: "YOUR_API_KEY",
  baseURL: "https://kimi-api.com/v1",  // Our proxy - 40% off
});

const response = await client.chat.completions.create({
  model: "moonshot-v1-128k",
  messages: [
    {
      role: "system",
      content: "You are an expert programmer. Generate clean, "
             + "well-documented code with error handling."
    },
    {
      role: "user",
      content: "Write a TypeScript Express middleware that validates "
             + "JWT tokens, handles refresh tokens, and returns "
             + "proper error responses."
    }
  ],
  temperature: 0.3,
});

console.log(response.choices[0].message.content);

Code Review Example

response = client.chat.completions.create(
    model="moonshot-v1-128k",
    messages=[
        {
            "role": "system",
            "content": "You are a senior code reviewer. Identify bugs, "
                       "security issues, performance problems, and suggest "
                       "improvements. Be specific and actionable."
        },
        {
            "role": "user",
            "content": f"Review this code:\n\n{your_code_here}"
        }
    ],
    temperature=0.2,
)

print(response.choices[0].message.content)

Integrating Kimi Code with IDEs

Kimi Code works seamlessly with popular development environments. Since the Kimi API is OpenAI-compatible, any tool that supports custom OpenAI endpoints can be configured to use Kimi.

Cursor IDE

Cursor natively supports custom API endpoints. Configure Kimi as your AI backend for chat, code generation, and inline completions:

// Cursor Settings > Models > OpenAI API Key
// 1. Set API Key: YOUR_API_KEY
// 2. Set Base URL: https://kimi-api.com/v1
// 3. Add model: moonshot-v1-128k
//
// Now use Kimi Code in:
// - Cmd+K (inline edit)
// - Cmd+L (chat)
// - Tab completion

VS Code - Continue Extension

The Continue extension for VS Code supports any OpenAI-compatible API. Add Kimi to your ~/.continue/config.json:

{
  "models": [
    {
      "title": "Kimi Code (128K)",
      "provider": "openai",
      "model": "moonshot-v1-128k",
      "apiBase": "https://kimi-api.com/v1",
      "apiKey": "YOUR_API_KEY"
    },
    {
      "title": "Kimi Code (32K)",
      "provider": "openai",
      "model": "moonshot-v1-32k",
      "apiBase": "https://kimi-api.com/v1",
      "apiKey": "YOUR_API_KEY"
    }
  ]
}

Kimi Code vs Competitors

How does Kimi Code stack up against other AI coding tools? Here's a detailed comparison:

FeatureKimi CodeGitHub CopilotCursor TabClaude Code
Context Window200K tokens8K tokens128K tokens200K tokens
API AccessFull REST APIIDE onlyIDE onlyFull REST API
Code GenerationExcellentExcellentExcellentExcellent
DebuggingExcellentGoodGoodExcellent
Web SearchBuilt-inNoYes (web browse)No
Chinese SupportNative (best)GoodGoodGood
IDE IntegrationCursor, VS Code, any OpenAI-compatibleVS Code, JetBrainsCursor onlyCLI, VS Code
Proxy Price40% of official$10-19/mo$20/mo$20/mo + usage

Pricing - 40% Off for Code Generation

Through our proxy service, you get full access to Kimi Code capabilities at 40% of the official Kimi API pricing. Pay only for what you use with no monthly subscriptions or commitments.

moonshot-v1-8k

~60%

savings vs official

Best for small code snippets, quick fixes, and simple generation tasks.

moonshot-v1-32k (Popular)

~60%

savings vs official

Ideal for medium codebases, code review, and multi-file analysis.

moonshot-v1-128k

~60%

savings vs official

Full 200K context for large codebases, complex refactoring, and entire project analysis.

Related Resources

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