# Kimi MCP Server

> Use this tool when you need to integrate AI-powered code review and debugging into your development workflow. The Kimi MCP Server enables consultation of the Kimi AI model for structured code evaluation, providing inputs such as code snippets and receiving outputs like review feedback and architecture assessments. Ideal for use cases involving code quality improvement, bug detection, and optimization, this tool streamlines the development process by leveraging AI-driven insights.

Canonical page: https://skillsregistry.net/skills/michaelcecil-kimi-mcp-server  
JSON: https://api.skillsregistry.net/v1/skills/michaelcecil-kimi-mcp-server

## Description

An MCP bridge that enables Claude Code to consult the Kimi AI model in a structured challenge-loop for code review, debugging, and architecture evaluation.

## Trust

- **Trust score (0–1):** 0.69
- **Verification tier:** scanned
- **Last scanned:** 2026-08-31

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-08-31

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/pk16uy786i)
- **Repository:** <https://github.com/MichaelCecil/kimi-mcp-server>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "michaelcecil-kimi-mcp-server"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/michaelcecil-kimi-mcp-server` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/michaelcecil-kimi-mcp-server/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt