Github Code Index MCP Server
Code Index MCP is a Model Context Protocol server that helps large language models index, search, and analyze code in project directories. It supports multiple programming languages and persistent storage.
rating : 2 points
downloads : 8
What is Code Index MCP?
Code Index MCP is a Model Context Protocol (MCP) server that helps large language models (LLMs) efficiently index, search, and analyze files in code project directories. With this tool, you can easily navigate the code structure, find specific code patterns, and generate detailed code summaries.How to use Code Index MCP?
Using Code Index MCP is very simple. You just need to set the project path and then perform search, analysis, or navigation operations as needed. It supports multiple programming languages, and all settings are persistently stored in the project directory.Use Cases
Code Index MCP is particularly suitable for developers who need to frequently analyze codebases, such as finding specific function implementations, checking code complexity, or quickly locating test files.Main Features
Indexing and NavigationSupports browsing the project's file structure and easily locating target files.
Code SearchSearch for specific code snippets by keywords or regular expressions.
File SummaryGet a detailed summary of code files, such as listing all function definitions.
Multi - language SupportSupports multiple programming languages, including Python, JavaScript, Java, etc.
Persistent StorageSave all index and setting data in the .code_indexer folder under the project directory.
Advantages and Limitations
Advantages
Supports multiple programming languages
No manual dependency management required, automatically installs all necessary libraries
Persistent storage to avoid repeated indexing
Easy to integrate into other tools
Limitations
May require a large amount of disk space for indexing and caching
Support for extremely large - scale projects still needs optimization
How to Use
Install Code Index MCP
Ensure that Python 3.10 or a higher version is installed, and then use the UV tool for environment configuration.
Clone the code repository
Clone the code repository from GitHub to the local machine.
Start the server
Run the server to directly process the project.
Integrate into Claude Desktop
Configure Code Index MCP as the MCP server for Claude Desktop.
Usage Examples
Search for function definitionsFind the definition of the function named 'calculate' in the project.
View the project structureShow the file and directory hierarchy of the current project.
Frequently Asked Questions
How to set the project path?
Does it support multiple programming languages?
How to view the file summary?
Related Resources
Official Documentation
The official documentation of Code Index MCP.
GitHub Code Repository
The open - source code repository of Code Index MCP.
Featured MCP Services

Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
141
4.5 points

Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
830
4.3 points

Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
1.7K
5 points

Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
88
4.3 points

Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
567
5 points

Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
6.7K
4.5 points

Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
754
4.8 points

Context7
Context7 MCP is a service that provides real-time, version-specific documentation and code examples for AI programming assistants. It is directly integrated into prompts through the Model Context Protocol to solve the problem of LLMs using outdated information.
TypeScript
5.2K
4.7 points