MCP Server for wDVC - DVC Data Pipeline Management with Docker Worker
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# wDVC MCP [](https://www.python.org/downloads/) [](https://opensource.org/licenses/MIT) [](https://github.com/astral-sh/ruff) [](https://modelcontextprotocol.io/) **wDVC MCP** — Model Context Protocol server for wDVC (DVC Data Pipeline Management). Provides tools for architecting DVC pipelines, generating Docker worker commands for data download, and scaffolding wDVC projects. ## Features | Feature | Description | |---------|-------------| | **Architect Blueprints** | Complete reference for DVC pipeline stages, worker queue, Gradio API, file downloader | | **Docker Worker Command** | Generate exact `docker run` command for data download with configurable resources | | **API Usage** | Gradio web UI examples for queue submission and status monitoring | | **Pattern Catalog** | Searchable patterns from official/community repos with local fallbacks | | **Project Scaffolding** | Generate complete wDVC project structure with templates | | **Type Safety** | Fully typed, mypy clean | ## Installation ```bash pip install wdvc-mcp ``` Or for development: ```bash git clone https://github.com/wisrovi/wDVC-mcp.git cd wDVC-mcp pip install -e ".[dev]" pre-commit install ``` ## Quick Start ### Run the MCP Server ```bash # Stdio transport (for Claude Desktop, etc.) wdvc-mcp # SSE transport (for HTTP clients) wdvc-mcp --transport sse --port 8000 ``` ### Available Tools | Tool | Description | |------|-------------| | `get_wdvc_architect_blueprints()` | Complete reference for all wDVC patterns | | `get_wdvc_worker_command()` | Generate Docker run command for data download | | `get_wdvc_api_usage()` | Gradio web UI usage examples | | `search_wdvc_patterns(query)` | Search pattern catalog | ### Example: Get Docker Worker…
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