[p]rog[mo]

What is [p]rog[mo]?

An MCP server agent for handling out-of-band common coding tasks, including knowledge management, documentation-driven development, code review, and test writing/running/gardening. It works with a vector datastore (Qdrant) to provide context to Cline and other MCP clients.

How to use [p]rog[mo]?

The server is distributed as a Rust binary or container. It works with MCP clients such as Cline. Detailed installation and configuration steps are not provided in the README.

Key features of [p]rog[mo]

• Knowledge management with a local vector store (Qdrant) for CRUD on tokenized text.
• Documentation-driven development manager with projects, resources, and archives.
• Automated code review with branch creation, test addition, and iterative adjustment.
• Test manager focused on running, fixing, and improving test coverage.
• Configurable via .codereview or .clinefile for code review guides.
• Constant mode for periodic code review and change logging.

Use cases of [p]rog[mo]

• Manage project knowledge with a vector database for semantic context.
• Plan and track feature development using documentation-driven narratives.
• Automate code review cycles with test generation and iterative fixes.
• Maintain and improve test coverage with a dedicated test manager.

FAQ from [p]rog[mo]

Which vector store does [p]rog[mo] support?

Qdrant, containerized and run locally.

How does code review work in [p]rog[mo]?

It uses a .codereview or .clinefile as a guide, cuts a review branch, iterates over code, adds tests, runs them, and makes adjustments. A constant mode periodically pulls in commits and maintains a change log.

What runtime environment does [p]rog[mo] require?

It is implemented in Rust and distributed as a binary or container. No other runtime dependencies are specified.

Can [p]rog[mo] be used with any MCP client?

Yes, the README mentions it works with Cline and other MCP clients.

Does [p]rog[mo] store data locally?

Yes, knowledge management uses a local Qdrant vector store. The DDD manager stores projects, resources, and archives in an “external brain” format.