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MCPunk (Roaming RAG)

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Summary

This MCP implementation, developed by Michael Jurasovic, provides a Python-based framework for building and interacting with MCP servers. It leverages libraries like FastMCP, GitPython, and SQLAlchemy to offer a robust foundation for creating MCP tools and resources. The implementation includes features for version control integration, database management, and asynchronous operations. It stands out by focusing on extensibility and developer-friendly abstractions, making it easier to create custom MCP servers and clients. This framework is particularly useful for developers looking to rapidly prototype and deploy MCP-compatible applications, especially those requiring integration with existing Python codebases or complex data processing workflows.

Available Actions(7)

configure_project

Configure a project, which is a directory of files, to enable chunking of files into logical sections.

list_all_files_in_project

Retrieve the file tree structure of the configured project.

find_files_by_chunk_content

Search for files in the project that contain specific text in their chunks.

find_matching_chunks_in_file

Find chunks within a specified file in the project that match a given search term.

chunk_details

Fetch the full content of a specific chunk identified by its chunk ID.

list_most_recently_checked_out_branches

List the most recently checked out branches in the configured project.

diff_with_ref

Generate a git diff between the current branch and a specified reference branch.

Last Updated: April 17, 2025

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