Python Code Explorer FAQs

Question 1

What features does Python Code Explorer offer?

Accepted Answer

It analyzes import relationships, extracts relevant code sections within token limits, includes contextual files from the same directory, incorporates project documentation, formats code with metadata for LLMs, and supports the Model Context Protocol (MCP).

Question 2

How does Python Code Explorer help with LLM integration?

Accepted Answer

By providing a structured and token-aware extraction of Python code, along with its dependencies and documentation, Python Code Explorer ensures that language models have the necessary context for code understanding and generation.

Question 3

What is Python Code Explorer?

Accepted Answer

Python Code Explorer is a tool for extracting and analyzing Python code structures, with a focus on import/export relationships, to facilitate seamless integration with language models. It formats code for optimal LLM consumption.

Question 4

How can I configure Python Code Explorer with Codeium Windsurf?

Accepted Answer

You can configure it by adding the server configuration details to your client's MCP config file. This includes the command to run the server, its arguments, and environment variables, such as the TOKEN_LIMIT.

Question 5

What is the Model Context Protocol (MCP) support?

Accepted Answer

Python Code Explorer fully supports the MCP JSON-RPC standard, enabling seamless communication and data exchange with MCP-compatible clients and tools, such as Codeium Windsurf. This allows for a standardized way to access and utilize the extracted code information.

Python Code Explorer

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