C

Cursor Local Indexing

An experimental local code indexing service based on Python that uses ChromaDB for storage and provides semantic search functionality, serving tools such as Cursor through the MCP protocol.
2.5 points
27

What is the Cursor MCP Server?

The Cursor MCP Server is a local code indexing and semantic search tool that efficiently indexes your codebase using ChromaDB technology. It allows the Cursor intelligent IDE to perform semantic searches locally, enabling you to quickly find the code snippets you need.

How to Use the Cursor MCP Server?

You need to configure the MCP Server, start the local indexing, and enable the service in Cursor. After configuration, Cursor will automatically use the MCP Server for code search.

Use Cases

Suitable for developers who need to quickly locate code, find function definitions, or understand complex code logic. Particularly useful for maintaining large codebases and collaborative development.

Main Features

Local Code IndexingEfficiently index the codebase using ChromaDB technology, supporting large-scale codebases.
Semantic SearchSearch for code based on natural language queries, improving search efficiency.
Seamless Integration with CursorDeeply integrated with the Cursor intelligent IDE to enhance the development experience.

Advantages and Limitations

Advantages
Search can be completed without an internet connection, protecting data privacy.
Supports complex code semantic analysis, improving development efficiency.
Seamlessly integrates with existing tools, eliminating the need for additional learning costs.
Limitations
Requires certain hardware resources to run the indexing service.
Only supports code search for configured projects; unindexed code cannot be retrieved.

How to Use

Clone and Enter the Repository
Download and enter the GitHub repository of the Cursor MCP Server.
Configure Environment Variables
Create a .env file and fill in the project path and index directory.
Start the Server
Start the MCP Server using Docker Compose.
Configure Cursor
Edit the MCP configuration file in Cursor to connect to the local server.

Usage Examples

Find Function DefinitionsWhen you need to find the definition of a certain function, you can directly use the @search_code tool in Cursor.
Understand Code LogicWhen you need to understand the logic of a piece of code, you can use semantic search to quickly locate relevant information.

Frequently Asked Questions

How to Ensure Data Privacy?
Does it Support Multi-Project Indexing?
What if My Codebase is Large?

Related Resources

GitHub Repository
Get the source code and more documentation.
Cursor Official Documentation
Learn more about the features of the Cursor intelligent IDE.
ChromaDB Official Website
Learn more about the technology of ChromaDB.
Installation
Copy the following command to your Client for configuration
{
     "mcpServers": {
       "workspace-code-search": {
         "url": "http://localhost:8978/sse"
       }
     }
   }
Note: Your key is sensitive information, do not share it with anyone.
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