Progmo MCP Server

An intelligent agent for handling programming assistance tasks, supporting functions such as knowledge management, documentation-driven development, code review, and test management.

Developer tools Knowledge management and memory #Knowledge Management #Code Review #Test Management #Development Assistance .Rust

rating : 2 points

downloads : 7.6K

update time : 2025-04-28

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What is progmo-mcp-server?

progmo-mcp-server (p-mo) is a smart assistant for developers that automates routine coding tasks. It helps manage project knowledge, maintain documentation, review code, and handle testing - allowing developers to focus on creative problem solving.

How to use p-mo?

p-mo runs as a background service that integrates with your development environment. It can be configured through simple configuration files and responds to both automated triggers and manual requests.

When to use p-mo?

Ideal for development teams wanting to automate routine tasks, maintain better documentation, improve code quality through automated reviews, and keep tests well-maintained.

Key Features

Knowledge Management

Organizes project knowledge using a vector database for quick retrieval. Supports Qdrant for local storage.

Documentation Driven Development

Maintains project documentation including user stories, specs, and decisions using an 'external brain' format.

Automated Code Review

Reviews code using .codereview or .clinefile as guides, suggests improvements, and can run in continuous mode.

Test Management

Runs tests, improves coverage, and suggests code changes for better testability. Provides test run history.

Advantages

Automates routine development tasks

Improves documentation quality and consistency

Provides continuous code quality monitoring

Reduces technical debt through test maintenance

Limitations

Requires initial setup and configuration

May need customization for complex projects

Currently limited to Rust-based implementations

Getting Started

Installation

Install as a binary or run in a container. Pre-built containers are available.

Configuration

Create a .clinefile in your project root to configure p-mo's behavior.

Knowledge Base Setup

Initialize your knowledge base by adding documentation files.

Usage Scenarios

Automated Documentation

p-mo can automatically generate and maintain project documentation from source code comments and external files.

Continuous Code Review

Run p-mo in continuous review mode to automatically review new commits and suggest improvements.

Frequently Asked Questions

What vector database does p-mo support?

Can p-mo work with non-Rust projects?

How does the automated code review work?

Additional Resources

Qdrant Vector Search

The vector database used for knowledge management

Graph RAG Research

Research on knowledge graph retrieval techniques

IndraDB

Graph database being considered for future versions

🚀 [p]rog[mo]

Program more, handle common code - related tasks efficiently

This is a proxy designed to handle general code - related tasks, offering the following key features:

Knowledge management
Documentation - driven development
Code review
Test writing, running, and maintenance

✨ Features

Knowledge Management

p - mo utilizes vector data storage to provide specific context for Cline and other mcp clients. It also supports basic CRUD operations on text sources, including tokenization, uploading to vector storage, and deletion when no longer needed.

Supported:

Qdrant: A containerized vector storage for local operation.

Research

Graph RAG

https://www.semanticpartners.com/post/a - triple - store - rag - retriever
https://github.com/indradb/indradb

DDD Manager

Start from the high - level "why" to manage our critical path and the narrative of the build. Document features, their user stories, technical specifications, decisions, and everything required for the operating system. Use the "external brain" format for knowledge management: Projects are for planning proactive work (with completion times), Resources are for active references and policy materials, and Archives are for archived resources and projects.

Code Review

Use the .codereview file or .clinefile as a guide (along with any initial prompts), create a review branch, and iterate over the code, add tests, run tests, and make adjustments. It can run in a resident mode, periodically pulling the latest commits and maintaining a change log of review comments and change commits.

Test Management

To some extent, it is similar to "Code Review", but focuses on only running and fixing tests, improving coverage, and modifying code to enhance test isolation, speed, layering, etc. It can provide the "last run" data of repository tests.

🔧 Technical Details

Implementation

It is a server - side implementation distributed as a binary file written in Rust or a container.

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