kodit

概述

Kodit 是一个强大的工具，可索引 Git 仓库和文档，将源文件分割为可通过 MCP 或 REST API 访问的可搜索代码片段。它支持多种搜索策略，包括 BM25 关键词搜索、语义向量搜索、正则表达式 grep 和视觉文档搜索。服务器可通过 Docker、预构建二进制文件或 Go 库部署，使其适用于不同用例。

试试问 AI

装完之后，这里有 5 个你可以让 AI 做的事：

• kodit_repositories

  List all indexed repositories

  试试:List all repositories试试:Show me the repositories being indexed
• kodit_semantic_search

  Semantic similarity search across code

  试试:Find code similar to user authentication试试:Search for examples of error handling
• kodit_keyword_search

  BM25 keyword search

  试试:Search for code using the word 'payment'试试:Find files containing 'JWT'
• kodit_visual_search

  Search document page images

  试试:Find diagrams of the system architecture试试:Search for pages containing flowcharts
• kodit_grep

  Regex pattern matching

  试试:Find all functions starting with 'get_'试试:Search for TODO comments in code
• kodit_ls

  List files by glob pattern

  试试:Show me all Python files in the project试试:List all test files
• kodit_read_resource

  Read file content by URI

  试试:Read the README file试试:Show me the content of the main.py file
• kodit_architecture_docs

  Architecture documentation for a repo

  试试:Generate architecture documentation试试:Explain the system architecture
• kodit_api_docs

  Public API documentation

  试试:Extract API documentation试试:List all public API endpoints
• kodit_database_schema

  Database schema documentation

  试试:Document the database schema试试:Show me the database tables
• kodit_cookbook

  Usage examples and patterns

  试试:Generate code examples试试:Show common usage patterns
• kodit_commit_description

  Commit description

  试试:Summarize recent commits试试:Generate commit descriptions

可对比工具

安装

docker run -p 8080:8080 registry.helix.ml/helix/kodit:latest

chmod +x kodit
./kodit serve

{
  "mcpServers": {
    "kodit": {
      "command": "kodit",
      "args": ["serve"],
      "env": {
        "DATA_DIR": ".kodit"
      }
    }
  }
}

FAQ

Kodit 支持哪些搜索方法？

Kodit 支持 BM25 关键词搜索、语义向量搜索、正则表达式 grep 和视觉文档搜索，每种方法都作为独立的 MCP 工具提供。

Kodit 可以与 AI 编码助手一起使用吗？

是的，Kodit 可以与 Claude Code、Cursor、Cline、Kilo Code 和任何其他兼容 MCP 的助手通过其 MCP 端点一起使用。

Hacker News 讨论

开发者社区最近的相关讨论。

• Show HN: MCP server to index external repositories▲ 1💬 1
  帖子 by lewq · 2025-06-10

kodit 对比