Registro públicoCrítico
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-24 10:06 UTC
astronomer / astro-airflow-mcp
MCP server for Apache Airflow instances. Runs standalone or as an Airflow plugin.
astronomer/astro-airflow-mcp tiene un índice de salud de 22 sobre 100, lo que lo sitúa en la banda Crítico. Su puntuación más alta es Engineering Quality (86/100) y la más baja, Community & Adoption (35/100). El repositorio está archivado, por lo que no cabe esperar más mantenimiento.
22
global / 100Índice de salud del software
Las métricas se agrupan en categorías ponderadas sobre una escala de 1 a 100. El resultado global parte de su media; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe el límite 49 (En riesgo). Preparación para IA queda fuera.
22
Excelente85-100Ejemplar; cumple prácticamente todos los criterios evaluados
Bueno70-84Saludable; carencias menores
Moderado50-69Aceptable con carencias notables; se recomienda revisión
En riesgo30-49Debilidades significativas; su adopción exige cautela
Crítico1-29Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
Perfil de puntuación
Cada eje es una categoría. La forma importa más que la media: un proyecto sano llena toda la figura, mientras que un perfil de picos y cráteres indica que la fortaleza en una dimensión enmascara el riesgo en otra.
Abandonment Policy applies a 40% multiplier to weighted overall health and gives it a ceiling of 29.
Titularidad
AstronomerOrganización
803 seguidores354 repositorios públicosdesde may 2015
Este repositorio está respaldado por una organización: una custodia compartida y responsable que puede sobrevivir a cualquier mantenedor individual.
Ecosistemas de paquetes
| Registro | Paquete | Versión | Descargas / mes | Versiones | Última publicación |
|---|---|---|---|---|---|
| PyPI | astro-airflow-mcp | 0.9.1 | - | 32 | hace 15 días |
Métricas por categoría
Vitalidad
¿Está vivo el proyecto: se escribe código y se publican versiones?
46
Actividad de desarrollo
24Crítico
Alerta de abandono
Ha llegado trabajo y nadie se ha ocupado de él
archivado en GitHub por quienes lo mantienenCalificación general: techo Crítico
El silencio por sí solo nunca es el hallazgo: una biblioteca pequeña y terminada puede no necesitar commits durante años. Esta alerta exige ambas cosas: mucho tiempo sin un commit humano y obligaciones que el proyecto visiblemente no atiende. Los commits automatizados no cuentan como mantenimiento.
Cómo se evalúa el abandonoCómo se puntúa
| 3.6/36 | Recencia de push — último push hace 181 días |
| 4.2/36 | Cadencia de commits — 6/52 semanas con commits |
| 16.3/18 | Volumen de commits — 64 commits en el último año |
| 0/10 | OpenSSF Scorecard: Maintained — project is archived |
Datos de entrada utilizados
| commits_last_year | 64 |
| human_commit_share | 1 |
| days_since_last_push | 181 |
| active_weeks_last_year | 6 |
Disciplina de publicación
78Bueno
Cómo se puntúa
| 27/27 | Publica versiones — 13 versiones publicadas |
| 16.2/36 | Recencia de las versiones — última versión hace 190 días |
| 27/27 | Cadencia de publicación — una versión cada ~4 días |
| 0/10 | OpenSSF Scorecard: Signed-Releases — sin datos |
Datos de entrada utilizados
| releases_count | 13 |
| latest_release_tag | v0.2.2 |
| releases_from_tags | no |
| days_since_latest_release | 190 |
| mean_days_between_releases | 4 |
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: Signed-Releases. Los pesos restantes se han renormalizado.
Comunidad y Adopción
¿Tiene el proyecto usuarios, descargas, atención y unas condiciones acogedoras para quienes contribuyen?
35
Popularidad y adopción
22Crítico
Cómo se puntúa
| 16.9/60 | Estrellas — 12 estrellas |
| 5/25 | Forks — 5 forks |
| 0/15 | Observadores — 1 observadores |
Datos de entrada utilizados
| forks | 5 |
| stars | 12 |
| watchers | 1 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Salud de la comunidad
50Moderado
Cómo se puntúa
| 22.5/22.5 | README |
| 22.5/22.5 | Licencia — licencia reconocida (Apache-2.0) |
| 0/18 | Guía CONTRIBUTING |
| 0/13.5 | Código de conducta |
| 0/7.2 | Plantilla de issues |
| 0/6.3 | Plantilla de PR |
Datos de entrada utilizados
| has_readme | sí |
| has_license | sí |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Sostenibilidad y Gobernanza
¿Sobrevivirá el proyecto a sus personas: factor bus, capacidad de respuesta, quién lo respalda y mantenimiento del paquete?
59
Resiliencia de mantenedores (factor bus)
30En riesgo
Cómo se puntúa
| 9/54 | Factor bus — la mitad de los commits recae en 1 contribuyente(s) |
| 5.3/22.5 | Distribución de commits — el principal contribuyente firma el 77% de los commits |
| 5.4/13.5 | Amplitud de contribuyentes — 4 contribuyentes |
| 10/10 | OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
Datos de entrada utilizados
| bus_factor | 1 |
| contributors_sampled | 4 |
| top_contributor_share | 0,766 |
Capacidad de respuesta a issues y PR
43En riesgo
Cómo se puntúa
| 0/46.8 | Resolución de issues — 0% de issues cerradas |
| 35.4/38.3 | Aceptación de PR — 25/27 PR decididos fusionados |
| 7.5/15 | OpenSSF Scorecard: Code-Review — Found 16/30 approved changesets -- score normalized to 5 |
Datos de entrada utilizados
| merged_prs | 25 |
| open_issues | 1 |
| closed_issues | 0 |
| issue_closed_ratio | 0 |
| closed_unmerged_prs | 2 |
Propiedad y custodia
76Bueno
Cómo se puntúa
| 30/30 | Respaldo de la propiedad — propiedad de una organización |
| 0/20 | Dominio verificado |
| 20.9/25 | Alcance del propietario — 803 seguidores de astronomer |
| 25/25 | Trayectoria — 354 repos públicos, cuenta de ~11 años |
Datos de entrada utilizados
| followers | 803 |
| owner_type | Organization |
| is_verified | — |
| owner_login | astronomer |
| public_repos | 354 |
| account_age_days | 4088 |
Mantenimiento de paquetes
100Excelente
Cómo se puntúa
| 25/25 | Publicado y resoluble — 1 paquete(s) en pypi |
| 35/35 | Recencia de publicación — última publicación hace 15 días |
| 20/20 | Historial de versiones — 32 versiones en el registro |
| 20/20 | No obsoleto — activo, ni obsoleto ni retirado |
Datos de entrada utilizados
| packages | astro-airflow-mcp |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 15 |
Calidad de Ingeniería
¿Existen unas prácticas mínimas de ingeniería y documentación?
86
Prácticas de ingeniería
94Excelente
Cómo se puntúa
| 24/24 | Flujos de trabajo de CI — 3 flujo(s) de trabajo |
| 24/24 | Pruebas presentes |
| 16/16 | Configuración de linter |
| 9.6/9.6 | Hooks de pre-commit |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 22 out of 22 merged PRs checked by a CI test -- score normalized to 10 |
Datos de entrada utilizados
| has_ci | sí |
| has_tests | sí |
| has_editorconfig | no |
| has_linter_config | sí |
| has_precommit_config | sí |
Documentación
75Bueno
Cómo se puntúa
| 30/30 | README |
| 0/25 | Directorio de documentación |
| 15/15 | Sitio de documentación / página del proyecto — https://astronomer.io |
| 10/10 | Descripción del repositorio |
| 10/10 | Topics — 6 topics |
| 10/10 | Wiki |
Datos de entrada utilizados
| topics | ai, airflow, mcp, python, agents, model-context-protocol |
| has_wiki | sí |
| homepage | https://astronomer.io |
| has_readme | sí |
| has_docs_dir | no |
| has_description | sí |
Seguridad
¿Son sólidas las prácticas visibles de seguridad y de cadena de suministro, sin exposición jurisdiccional de alto riesgo sin resolver?
51
Postura de seguridad
39En riesgo
Cómo se puntúa
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 3.8/7.5 | Branch-Protection — branch protection is not maximal on development and all release branches |
| 2.5/2.5 | CI-Tests — 22 out of 22 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 3.8/7.5 | Code-Review — Found 16/30 approved changesets -- score normalized to 5 |
| 2.5/2.5 | Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Licencia — license file detected |
| 0/7.5 | Maintained — project is archived |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — sin datos |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 100 existing vulnerabilities detected |
Datos de entrada utilizados
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 3,8 |
Excluidos de la puntuación (sin datos o no aplicable): signed_releases. Los pesos restantes se han renormalizado.
Avisos de dependencias
100Excelente
Cómo se puntúa
| 35/35 | Dependencias directas libres de avisos conocidos — ninguna dependencia directa tiene un aviso conocido |
| 25/25 | Dependencias indirectas libres de avisos conocidos — ninguna dependencia indirecta tiene un aviso conocido |
| 0/40 | Sin avisos pendientes — ningún aviso tiene fecha de publicación |
Datos de entrada utilizados
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 73 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Excluidos de la puntuación (sin datos o no aplicable): Sin avisos pendientes. Los pesos restantes se han renormalizado. Se cotejó el cierre de dependencias en tiempo de ejecución de pypi:astro-airflow-mcp@0.9.1 —lo que arrastra la instalación del paquete publicado—: 73 paquetes. No se analiza la alcanzabilidad.
Preparación para IA
¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Es una insignia independiente y experimental — peso 0,0, de modo que se presenta por separado y no afecta a la puntuación de salud global.
59
Contexto y guía para agentes
66Moderado
Cómo se puntúa
| 45/45 | Instrucciones para agentes — AGENTS.md, CLAUDE.md |
| 0/15 | Documentación legible por máquinas (llms.txt) |
| 20.8/40 | Historial de commits legible — 25 de 64 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo) |
Datos de entrada utilizados
| has_llms_txt | no |
| legible_history_share | 0,391 |
| agent_instruction_files | AGENTS.md, CLAUDE.md |
| agent_instruction_max_bytes | 2984 |
Cómo se puntúa
| 18/18 | Arranque con un solo comando — Makefile |
| 22/22 | Pruebas automatizadas |
| 11/11 | Configuración de lint / formato |
| 0/11 | Verificación estática de tipos |
| 10/10 | Entorno reproducible — Dockerfile, lockfile |
| 10/10 | Práctica demostrada con agentes — 5 de los últimos 64 commits con autoría o crédito de agente |
| 0/8 | Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Datos de entrada utilizados
| has_nix | no |
| has_tests | sí |
| lockfiles | uv.lock |
| has_dockerfile | sí |
| typed_language | no |
| bootstrap_files | Makefile |
| has_devcontainer | no |
| has_linter_config | sí |
| typecheck_configs | — |
| agent_commit_share | 0,078 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Legibilidad del código para modelos
52Moderado
Cómo se puntúa
| 0/45 | Código verificable por tipos — Python sin configuración de verificación de tipos |
| 52.4/55 | Tamaños de archivo manejables — 1/21 archivos fuente de más de 60 KB |
Datos de entrada utilizados
| primary_language | Python |
| largest_source_bytes | 79.606 |
| source_files_sampled | 21 |
| oversized_source_files | 1 |
Interfaces legibles por máquina
20Crítico
Cómo se puntúa
| 0/40 | Esquema de API (OpenAPI/GraphQL/proto) |
| 20/20 | Servidor MCP |
| 0/40 | Ejemplos ejecutables |
Datos de entrada utilizados
| example_dirs | — |
| has_mcp_signal | sí |
| api_schema_files | — |
Datos clave
12estrellas de GitHub
4contribuidores
64commits en los últimos 12 meses
181días desde el último push
13versiones publicadas
1factor bus
1issues abiertas
PyPIecosistemas de paquetes
Advertencias de recopilación de datos
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Más detalle
Historial de estrellas y forks 0 ★ / 5 ⇿
0Estrellas
5Forks
7Versiones
Cuándo se añadió cada estrella y fork, recopilado de GitHub y agrupado por día. El crecimiento acumulado se sitúa justo encima de las adiciones diarias que lo componen, de modo que ambos se leen en conjunto: la acumulación orgánica sostenida no se parece en nada a un pico abrupto y efímero. Cuando esa diferencia es medible, se informa como autenticidad del crecimiento.
Mayor 0Menor 1Parche 6
OpenSSF Scorecard 3.8 / 10
3.8agregado
Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 5 | Branch-Protection | branch protection is not maximal on development and all release branches |
| 10 | CI-Tests | 22 out of 22 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 5 | Code-Review | Found 16/30 approved changesets -- score normalized to 5 |
| 10 | Contributors | project has 3 contributing companies or organizations -- score normalized to 10 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 0 | Maintained | project is archived |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| n/d | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 100 existing vulnerabilities detected |
Dependencias directas 4
| Registro | Paquete | Restricción de versión | Manifiesto |
|---|---|---|---|
| PyPI | fastmcp | >=0.1.0 | pyproject.toml |
| PyPI | httpx | >=0.27.0 | pyproject.toml |
| PyPI | pydantic | >=2.0.0 | pyproject.toml |
| PyPI | pyyaml | >=6.0 | pyproject.toml |
Todas las dependencias no recopilado
No fue posible recopilar el conjunto de dependencias resuelto para este informe: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Avisos de dependencias 0
Instalar pypi:astro-airflow-mcp@0.9.1 arrastra 73 paquetes, directos y transitivos: 0 tienen avisos conocidos, de los cuales 0 son dependencias directas.
Ningún aviso conocido afecta a las dependencias evaluadas.
Un aviso significa que la versión registrada en el grafo de dependencias cae dentro del rango afectado de un aviso. No se analiza la alcanzabilidad, y el grafo incluye fijaciones de desarrollo y prueba: un hallazgo puede referirse al utillaje y no al software distribuido.
Informe JSON sin procesar legible por máquina
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"headline": "Updates default mode from http to stdio (#26)",
"author_name": "Greg Neiheisel",
"author_login": "schnie",
"committed_at": "2026-01-12T21:42:31Z",
"body_truncated": false,
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"oid": "bcd7f59e8d35747472c6c7a12949f985a5d8952e",
"body": "- Quickstart section with one-click install buttons for VS Code and Cursor\n- Manual JSON config as fallback in collapsible dropdown\n- CLI commands for Claude Code, Gemini CLI, and Codex CLI\n- Dropdowns reduce visual clutter while keeping all info accessible\n- Consolidates auth examples and adds CLI options table\n- Moves standalone server docs to Advanced Usage section\n\nConfig explicitly includes --transport stdio (server defaults to HTTP).",
"is_bot": false,
"headline": "docs: restructure README with improved MCP client configuration (#23)",
"author_name": "Kaxil Naik",
"author_login": "kaxil",
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"body": "- Add PIE, PT, RUF, ASYNC, TID252 rules\n- Fix G004 violations (convert f-string logging to lazy % formatting)\n- Remove unnecessary pass statements after docstrings (PIE790)\n- Remove unused noqa directive (RUF100)\n- Clean up unnecessary else after return (RET)",
"is_bot": false,
"headline": "Add additional ruff rules (#25)",
"author_name": "Kaxil Naik",
"author_login": "kaxil",
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"body": "## Changes\n\n### 1. Migrate AirflowTokenManager from requests to httpx\n\nThe token manager now uses httpx.Client instead of requests for\nconsistency with the adapter pattern (which already uses httpx).\n\n### 2. Remove dead code: _call_airflow_api and _post_airflow_api\n\nThese functions were unused - all\n[…]\npdate tests to mock httpx instead of requests\n\nAll token manager tests now properly mock httpx.Client context manager.\n\n## Test Results\n\n91 tests pass (was 100 - removed 9 tests for deleted functions)",
"is_bot": false,
"headline": "refactor: migrate to httpx and remove dead code (#22)",
"author_name": "Kaxil Naik",
"author_login": "kaxil",
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"headline": "Replace pre-commit with prek (#24)",
"author_name": "Kaxil Naik",
"author_login": "kaxil",
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{
"oid": "b13d2549a2c86fc5b50ea501551b6bd9805a7174",
"body": "* feat: add Claude Code commands and skills for contributors\n\nAdds slash commands and skills for Claude Code to help contributors\nwork with this codebase.\n\n## Slash Commands (.claude/commands/)\n\n- /add-tool - Scaffold a new MCP tool with proper docstrings\n- /add-adapter-method - Add method to both V\n[…]\n for commands that take arguments\n- Add allowed-tools for check-airflow-compat\n- Use bash execution (!) in check command\n- Simplify SKILL.md, use globs instead of triggers\n- Make commands more concise",
"is_bot": false,
"headline": "feat: add Claude Code commands and skills for contributors (#21)",
"author_name": "Kaxil Naik",
"author_login": "kaxil",
"committed_at": "2026-01-12T16:24:59Z",
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"body": "## Summary\n\nCleanup of stale configuration, documentation fixes, and improved error\nhandling in the build/test pipeline.\n\n## Changes\n\n### 1. Remove stale templates force-include (pyproject.toml)\n\nThe `[tool.hatchling.build.targets.wheel.force-include]` section referenced\n`src/astro_airflow_mcp/templ\n[…]\nnd are imported in tests.\n They also enable future type checking if desired.\n\nQ: Will the Makefile change break anything?\nA: No - it only changes behavior on test failure. Success path is identical.",
"is_bot": false,
"headline": "chore: remove stale config and fix documentation (#17)",
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"body": "… (#19)\n\nThe docstrings incorrectly stated the default timeout was 1800 seconds\n(30 minutes), but the actual default is 3600 seconds (60 minutes).\n\nFixed in three places:\n- _trigger_dag_and_wait_impl docstring (line 1172)\n- trigger_dag_and_wait docstring description (line 1326)\n- trigger_dag_and_wait Args section (line 1342)",
"is_bot": false,
"headline": "docs: fix incorrect timeout values in trigger_dag_and_wait docstrings…",
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"committed_at": "2026-01-12T16:21:09Z",
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"oid": "9c836c1dc2b3b05a0d721582add122cc0db351c7",
"body": "* docs: add AGENTS.md for AI-assisted contributions\n\nUniversal agent guidance file for AI coding assistants (Claude Code,\nCursor, Copilot, etc.) contributing to this repository.\n\nCovers:\n- Architecture overview\n- Code conventions (httpx, adapter pattern)\n- MCP tool docstring format\n- Airflow v2/v3 differences\n- Testing patterns\n\n* Add CLAUDE.md symlink for Claude Code compatibility",
"is_bot": false,
"headline": "docs: add AGENTS.md for AI-assisted contributions (#20)",
"author_name": "Kaxil Naik",
"author_login": "kaxil",
"committed_at": "2026-01-12T16:20:32Z",
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{
"oid": "89f1890c81b278fdbc1c3a98ec2fa0aeb65e7abe",
"body": "Add two new MCP tools to control DAG scheduling state:\n- pause_dag(dag_id): Pause a DAG to prevent new scheduled runs\n- unpause_dag(dag_id): Unpause a DAG to resume scheduling\n\nImplementation includes:\n- New _patch() HTTP method in base adapter for PATCH requests\n- Abstract methods in base adapter w\n[…]\nfinitions with detailed docstrings\n- Unit tests for _patch method and pause/unpause operations\n- Integration tests for both Airflow 2.x and 3.x\n\nCo-authored-by: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: Add pause_dag and unpause_dag tools for DAG management (#16)",
"author_name": "Evgenii Prusov",
"author_login": "evgenii-prusov",
"committed_at": "2026-01-12T14:03:42Z",
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"body": "* Adds tool call logging\n\n* Clean up logging a bit\n\n* Use FastMCP middleware logger",
"is_bot": false,
"headline": "Add tool call logging to MCP server (#15)",
"author_name": "Greg Neiheisel",
"author_login": "schnie",
"committed_at": "2026-01-09T16:48:29Z",
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"oid": "1e23dd0eab1d0722094b12f58f4a92cd6073bdd8",
"body": "* Adds missing integration tests\n\n* Adds explicit test dag for integration tests\n\n* Drop dag detection in favor of static dag_id\n\n* Move complete_dag_run to pytest fixture\n\n* Rename dag file to avoid pytest",
"is_bot": false,
"headline": "Add missing integration tests for adapter methods (#14)",
"author_name": "Greg Neiheisel",
"author_login": "schnie",
"committed_at": "2026-01-09T14:50:14Z",
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"body": null,
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"headline": "Fixes adapter bypass and JSON parse issues (#13)",
"author_name": "Greg Neiheisel",
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"committed_at": "2026-01-08T15:22:54Z",
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"body": "Changes:\n- Fix dagStats endpoint for Airflow 2.x (requires dag_ids parameter)\n- Add dag_ids parameter to get_dag_stats MCP tool\n- Add integration tests with GitHub Actions CI\n- Add docker-compose.test.yml for local testing with Airflow 2.11 and 3.1\n- Fix Airflow 3 OAuth2 token exchange (accept 201 status code)\n- Fix passwords.json mount issue (copy to writable location)\n\nAirflow API differences:\n- Airflow 2.x: dagStats requires dag_ids parameter\n- Airflow 3.x: dagStats works without dag_ids",
"is_bot": false,
"headline": "feat: Add integration tests and fix dagStats for Airflow 2.x (#12)",
"author_name": "Kaxil Naik",
"author_login": "kaxil",
"committed_at": "2026-01-08T00:12:05Z",
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"body": "The dagStats endpoint is available in both Airflow 2.x (/api/v1/dagStats)\nand 3.x (/api/v2/dagStats). Previously incorrectly returned 'not available'\nfor v2.\n\nChanges:\n- AirflowV2Adapter.get_dag_stats() now calls the endpoint with proper params\n- Updated test to verify correct API call with dag_ids parameter\n- Airflow 2.x uses comma-separated dag_ids query param\n\nRef: https://airflow.apache.org/docs/apache-airflow/2.11.0/stable-rest-api-ref.html#tag/DagStats",
"is_bot": false,
"headline": "Fix: Enable dagStats endpoint for Airflow 2.x",
"author_name": "Kaxil Naik",
"author_login": "kaxil",
"committed_at": "2026-01-07T21:51:28Z",
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"oid": "ea7dd13cd14b9f845e92e3b3c2fcece563651ee7",
"body": "* Add Airflow 2/3 support with adapter pattern and OAuth2 auth\n\nArchitecture:\n- Adapter pattern for Airflow 2.x (/api/v1) and 3.x (/api/v2) API compatibility\n- Runtime version detection via API endpoint probing\n- Version-specific auth: basic auth (v2), OAuth2 token exchange (v3)\n\nVersion handling st\n[…]\nuth2 token exchange via /auth/token\n - Airflow 2: Basic auth\n\nRef: https://modelcontextprotocol.io, https://gofastmcp.com\n\n* Fix conflicts\n\n---------\n\nCo-authored-by: Kaxil Naik <kaxilnaik@gmail.com>",
"is_bot": false,
"headline": "Add Airflow 2/3 support with adapter pattern and OAuth2 auth (#11)",
"author_name": "Greg Neiheisel",
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"body": "* Add trigger_dag_and_wait composite MCP tool\n\nAdds a new tool that triggers a DAG and waits for completion,\nreturning the final state along with failed task details on failure.\n\nFeatures:\n- Polls DAG run status until terminal state (success/failed/upstream_failed)\n- Default 30-minute timeout, confi\n[…]\nax poll interval at 10 seconds\n\n* Include full DAG run response in trigger_dag_and_wait\n\n* Nest DAG run response under dag_run field\n\n---------\n\nCo-authored-by: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add trigger_dag_and_wait composite MCP tool (#10)",
"author_name": "Greg Neiheisel",
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"headline": "Update docs",
"author_name": "Greg Neiheisel",
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"committed_at": "2026-01-07T14:17:28Z",
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"oid": "ed326a366c89bd2b05850918f6f7351a0d394c23",
"body": "* Adds token manager and support for airflow 3.1.1 api\n\n* Add tests for AirflowTokenManager and token authentication\n\n- Add TestAirflowTokenManager class with 10 tests covering:\n - Token initialization\n - Refresh logic (no token, valid token, expired token)\n - Fetch with credentials (POST) and cr\n[…]\n each test.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add Airflow 3.x token authentication support (#8)",
"author_name": "Greg Neiheisel",
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"body": "Adds a new MCP tool to retrieve task instance logs from Airflow, enabling\ndebugging and troubleshooting of task executions directly through the MCP\ninterface.\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "Add get_task_logs MCP tool (#9)",
"author_name": "Greg Neiheisel",
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"headline": "Redirect logging to stderr when in stdio mode (#7)",
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"body": "* Adds trigger_dag and get_dag_run\n\n* Clean up json import",
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"headline": "Add trigger_dag and get_dag_run MCP tools (#6)",
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"headline": "Adds astro project installation to readme",
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"headline": "Fixes Airflow plugin app name",
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"headline": "Update README.md",
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{
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{
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{
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{
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{
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{
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{
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"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
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},
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}Las puntuaciones son señales, no garantías. Reflejan prácticas públicamente visibles en GitHub; no son una auditoría de código ni una garantía de seguridad.
Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v1.13.0, esquema v0.27.0 — metodología completa · wiki de métricas.
Cómo se sitúa un resultado dentro del registro general: estadísticas agregadas — PyPI.