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.
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Configure a project, which is a directory of files. When configured, the files will be split into logical chunks.
List the full structure of files in the specified project.
Search for files in a project containing specific text.
Search for chunks in a file containing specific text. Parameters: project_name (string), file_path (string), search_term (string).
View the full contents of a specific chunk. Parameter: chunk_id (string).
List the most recently checked out branches in the specified project.
Generate a git diff between the current branch and a reference branch. Parameter: ref (string).