io.github.madamak/apache-airflow-mcp-server
Incident Response MCP for Apache Airflow
Is the Incident Response MCP for Apache Airflow MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-01.
Diagnose Airflow failures from UI links with bounded logs and optional recovery actions.
alive probed 2026-11-14 · unchanged since 2026-11-01
- Run it
- uvx apache-airflow-mcp-server@1.0.2 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- airflow-mcp 1.0.2
- Capabilities
- experimental, extensions, logging, prompts, resources, tools
- Instructions
- 40 characters
- Of a 1M window
- 0.6 % of a 1M context window
- Count
- 6.1k tokens in Claude, exact, measured 2026-10-25. With the Claude Code prefix mcp__…__ on each tool name: 6.2k. The o200k_base estimate is 3.4k. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/madamak/apache-airflow-mcp-server
- Website
- https://github.com/madamak/apache-airflow-mcp-server#readme
- Registry
- active, updated 2026-07-16 · registry entry
- Changes
- 2 recorded, reachable in 2 of them. A row is added when the result, the tool count or the cost changes.
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.76×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| airflow_get_task_instance_logs | 1 520 | 862 | 25 % |
| airflow_list_dag_runs | 862 | 489 | 14 % |
| airflow_list_task_instances | 823 | 467 | 14 % |
| airflow_get_task_instance | 700 | 397 | 12 % |
| airflow_list_dags | 515 | 292 | 9 % |
Compare this server with others.
More servers
Other registry entries on pypi.org, the ones next to this name; all of them.
- aiZee io.github.m3taz-ahmed/aizee · needs args
- Jaxonomy — hybrid dynamical systems on JAX io.github.machinavitalis/jaxonomy · crashed on start
- IRL Gateway io.github.macropulse-lab/irl-gateway · crashed on start
- comdirect io.github.mad4ms/comdirect-mcp · needs env
- Nexus MCP io.github.madhvendrasinghsolanki/nexus-mcp · alive
- proactive-mcp io.github.madrobotnet/proactive-mcp · alive
- io.github.mafaq229/pbirb-mcp · alive
- D365FO MCP Server io.github.mafzaal/d365fo-client · crashed on start
Servers that mention airflow.
- DataCrate360 Guides & Fixes com.datacrate360/guides-and-fixes · alive
- io.github.us-all/airflow · alive
- io.github.abhishekbhakat/airflow-mcp-server · crashed on start
- Brownfield Cartographer io.github.Sanoy24/brownfield-cartographer · needs args
- HouseExhale io.github.attachmentnerd/houseexhale · alive
- Airflow DAG Doctor ai.contentsweep/airflow-dag-doctor · needs auth
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Claude | o200k |
|---|---|---|---|---|---|
| 2026-10-25 06:54 | alive | 11.9 s | 11 | 6.1k | 3.4k |
| 2026-10-18 06:41 | alive | 8.7 s | 11 | 3.4k |
Badge for the README
The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.
A mail when this server changes
Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.
For the publisher
- The server answers initialize and tools/list. Nothing to fix.