MCP server with Kedro prompts and tools (local stdio, zero-install via uvx).
Project description
Kedro MCP Server
An MCP (Model Context Protocol) server that helps AI assistants work consistently with Kedro projects.
It ships a tiny prompt and two read-only tools that return concise, versioned guidance for general Kedro usage and for converting a Jupyter notebook into a production-ready Kedro project.
⚡ Quick Install
Once installed, your AI assistant automatically gains access to Kedro-specific MCP tools.
🛠️ Examples of Usage
After installing, open Copilot Chat (VS Code) or the Chat panel (Cursor).
Type / to see available MCP prompts.
Example 1 — Notebook → Kedro Project
/mcp.Kedro.convert_notebook
Your assistant will propose a step-by-step plan to convert a Jupyter Notebook into a production-ready Kedro project:
- Create a project scaffold with
kedro new - Define pipelines with
kedro pipeline create - Populate
parameters.ymlandcatalog.yml
Example 2 — Kedro Migration
/mcp.Kedro.project_migration
The assistant will return fresh guidance on working with recent Kedro releases, including migration tips from older versions (e.g., 0.19 → 1.0).
Example 3 — General Kedro questions
Please use Kedro MCP server to generate me some cool Kedro project that solves a fictional data science task.
You can ask your AI assistant open-ended Kedro questions.
The Kedro MCP server provides scaffolding instructions and conventions so the assistant generates realistic Kedro pipelines and structures — even for hypothetical projects.
🛠️ Manual Install (from source)
For development or debugging:
git clone https://github.com/kedro-org/kedro-mcp.git
cd kedro-mcp
uv pip install -e . --group dev
Config (local path):
{
"mcpServers": {
"kedro": {
"command": "uv",
"args": ["tool", "run", "--from", ".", "kedro-mcp"],
"env": { "FASTMCP_LOG_LEVEL": "ERROR" }
}
}
}
Development
# Install dev deps
uv pip install -e . --group dev
# Lint & type-check
ruff check .
mypy src/
Troubleshooting
- Server not starting: ensure Python 3.10+ and
uvare installed; confirm the MCP config points touvx kedro-mcp@latestor to thekedro-mcpconsole script. - Tools don’t appear: restart the assistant; verify the MCP config key matches
"kedro"and the client supports stdio servers. - Version drift: pin a version instead of
@latest.
License
This project is licensed under the Apache Software License 2.0. See LICENSE.txt for details.
Support
- Report issues: https://github.com/kedro-org/kedro-mcp/issues
- MCP specification: https://modelcontextprotocol.io/
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