Which vector store does [p]rog[mo] support?
Qdrant, containerized and run locally.
[p]rog[mo] MCP Server
@whitmo
Basic information
About [p]rog[mo] MCP Server
Experimental project to create an MCP agent to help with coding
[p]rog[mo] MCP Server config
No standard config provided
This server doesn't expose a parseable MCP config block in its README. See the repository for install instructions.
Repository[p]rog[mo] MCP Server tools
Tool list not available yet
This listing does not currently have a tool list to display. This does not mean the server has no tools; check its documentation for supported capabilities.
We auto-extract tools from the README. The maintainer can list them under a ## Tools heading to populate this section.
Overview
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
.codereviewor.clinefilefor 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.
Frequently asked questions
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.
More Other MCP servers
Screenpipe
screenpipeYC (S26) | Open Computer History | Continuously record your company computer work, map your workflows, help you find work worth automating, and power your agents' context
22.0K
Lemon.io
lemon-ioRequest dedicated senior developers to work on your project, write job descriptions, and prep technical interviews — all without leaving your Claude chat. Just describe what you need, and Lemon.io MCP does the rest. 1–3
🚀 Model Context Protocol (MCP) Curriculum for Beginners
microsoftThis open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable,
16.7K
YOUB
Connect your AI assistant to your own YOUB endurance training account. Read recorded activities with full analysis, planned sessions, race goals, wellness (HRV, sleep, resting HR) and your athletic profile. Create or mov
Volley.sh
VolleyA good sequence diagram can solve almost any communication problem in engineering. Volley lets your agent write them as plain text, with the real request and response payloads on every arrow. It checks its own syntax wi
Comments