The real catalog of tools for AI agents

Use the installed DownWash app for free previews, licensed telemetry, exports and purchases.

Search verified fixes and guides for data tools (Snowflake, dbt, Airflow, Spark…). Paste an error.

Real BEM engineering for propellers, wings and turbines — design, optimize, visualize, export.

Airflow MCP — list DAGs/runs/task instances, tail logs, trigger and clear (write-gated)

Local impact and table, column and Airflow lineage for SQL, dbt, Python and TypeScript repos.

Aircraft valuations, registry lookup, cost of ownership, market metrics, reports and logbooks.

Diagnose Airflow failures from UI links with bounded logs and optional recovery actions.

Ferry-flight price estimates + aircraft, airport, FAA-registry, route & live-flight data.

FAA civil aircraft registry — resolve a US tail number (N-number) to its

An MCP server for Apache Airflow

CO₂ estimates for general-aviation flying: by aircraft and hours, by fleet, or by fuel.

AI presentation and report generation: slides, diagrams, PPTX export, live preview MCP App.

Offline, keyless lookup of the US civil aircraft registry — decode N-numbers, search records.

Flights MCP — live aircraft tracking + aircraft/route registry

Scrape the FAA Aircraft Registry by N-number — aircraft make, model, year, owner name, address, airw

Aircraft registry search, flight history, and analytics powered by ADS-B Exchange data.

Live aircraft near an area

OpenSky live aircraft positions.

Read-only access to live ADSBiq aircraft and network state, with community contribution metadata.

Flying club management: book aircraft, log Hobbs/Tacho hours, settle flights and check weather.