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README.md
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README.md
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## Overview
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A Model Context Protocol server for controlling Airflow via Airflow APIs.
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A [Model Context Protocol](https://modelcontextprotocol.io/) server for controlling Airflow via Airflow APIs.
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## Demo Video
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https://github.com/user-attachments/assets/f3e60fff-8680-4dd9-b08e-fa7db655a705
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## Setup
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### Usage with Claude Desktop
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@@ -35,13 +36,41 @@ https://github.com/user-attachments/assets/f3e60fff-8680-4dd9-b08e-fa7db655a705
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}
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```
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### Operation Modes
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# Scope
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The server supports two operation modes:
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2 different streams in which Airflow MCP Server can be used:
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- Adding Airflow to AI (_complete access to an Airflow deployment_)
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- This will enable AI to be able to write DAGs and just do things in a schedule on its own.
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- Use command `airflow-mcp-server` or `airflow-mcp-server --unsafe`.
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- Adding AI to Airflow (_read-only access using Airflow Plugin_)
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- This stream can enable Users to be able to get a better understanding about their deployment. Specially in cases where teams have hundreds, if not thousands of dags.
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- Use command `airflow-mcp-server --safe`.
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- **Safe Mode** (`--safe`): Only allows read-only operations (GET requests). This is useful when you want to prevent any modifications to your Airflow instance.
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- **Unsafe Mode** (`--unsafe`): Allows all operations including modifications. This is the default mode.
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To start in safe mode:
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```bash
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airflow-mcp-server --safe
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```
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To explicitly start in unsafe mode (though this is default):
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```bash
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airflow-mcp-server --unsafe
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```
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### Considerations
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The MCP Server expects environment variables to be set:
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- `AIRFLOW_BASE_URL`: The base URL of the Airflow API
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- `AUTH_TOKEN`: The token to use for authorization (_This should be base64 encoded username:password_)
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- `OPENAPI_SPEC`: The path to the OpenAPI spec file (_Optional_) (_defaults to latest stable release_)
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*Currently, only Basic Auth is supported.*
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**Page Limit**
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The default is 100 items, but you can change it using `maximum_page_limit` option in [api] section in the `airflow.cfg` file.
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## Tasks
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- [x] First API
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- [x] Parse OpenAPI Spec
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- [x] Safe/Unsafe mode implementation
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- [ ] Parse proper description with list_tools.
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- [ ] Airflow config fetch (_specifically for page limit_)
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- [ ] Env variables optional (_env variables might not be ideal for airflow plugins_)
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