Öffentliches RegisterKritisch
Software-GesundheitsberichtSchema 0.27.0 · Metriken 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 erreicht einen Gesundheitsindex von 22 von 100 und liegt damit im Bereich Kritisch. Am stärksten schneidet es bei Engineering Quality (86/100) ab, am schwächsten bei Community & Adoption (35/100). Das Repository ist archiviert, weitere Wartung ist daher nicht zu erwarten.
22
gesamt / 100Software-Gesundheitsindex
Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.
22
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
Bewertungsprofil
Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.
Abandonment Policy applies a 40% multiplier to weighted overall health and gives it a ceiling of 29.
Eigentümerschaft
AstronomerOrganisation
803 Follower354 öffentliche Reposseit Mai 2015
Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.
Paket-Ökosysteme
| Registry | Paket | Version | Downloads / Monat | Versionen | Zuletzt veröffentlicht |
|---|---|---|---|---|---|
| PyPI | astro-airflow-mcp | 0.9.1 | - | 32 | vor 15 Tagen |
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
46
Entwicklungsaktivität
24Kritisch
Hinweis auf Verwaisung
Arbeit ist eingegangen, und niemand hat sich darum gekümmert
von der Betreuung auf GitHub archiviertGesamtbewertung: Obergrenze Kritisch
Stille allein ist nie der Befund — eine kleine, fertige Bibliothek braucht womöglich jahrelang keinen Commit. Dieser Hinweis verlangt beides: lange keinen menschlichen Commit und Pflichten, denen das Projekt sichtbar nicht nachkommt. Automatisierte Commits gelten nicht als Pflege.
Wie Verwaisung bewertet wirdWie die Bewertung erfolgt
| 3.6/36 | Push-Aktualität — letzter Push vor 181 Tagen |
| 4.2/36 | Commit-Rhythmus — 6/52 Wochen mit Commits |
| 16.3/18 | Commit-Volumen — 64 Commits im letzten Jahr |
| 0/10 | OpenSSF Scorecard: Maintained — project is archived |
Verwendete Eingangsdaten
| commits_last_year | 64 |
| human_commit_share | 1 |
| days_since_last_push | 181 |
| active_weeks_last_year | 6 |
Release-Disziplin
78Gut
Wie die Bewertung erfolgt
| 27/27 | Liefert Releases aus — 13 Releases veröffentlicht |
| 16.2/36 | Release-Aktualität — letztes Release vor 190 Tagen |
| 27/27 | Release-Rhythmus — ein Release etwa alle 4 Tage |
| 0/10 | OpenSSF Scorecard: Signed-Releases — keine Daten |
Verwendete Eingangsdaten
| releases_count | 13 |
| latest_release_tag | v0.2.2 |
| releases_from_tags | nein |
| days_since_latest_release | 190 |
| mean_days_between_releases | 4 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.
Community & Verbreitung
Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?
35
Popularität & Verbreitung
22Kritisch
Wie die Bewertung erfolgt
| 16.9/60 | Stars — 12 Stars |
| 5/25 | Forks — 5 Forks |
| 0/15 | Watcher — 1 Watcher |
Verwendete Eingangsdaten
| forks | 5 |
| stars | 12 |
| watchers | 1 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community-Gesundheit
50Mittel
Wie die Bewertung erfolgt
| 22.5/22.5 | README |
| 22.5/22.5 | Lizenz — anerkannte Lizenz (Apache-2.0) |
| 0/18 | CONTRIBUTING-Leitfaden |
| 0/13.5 | Verhaltenskodex |
| 0/7.2 | Issue-Vorlage |
| 0/6.3 | PR-Vorlage |
Verwendete Eingangsdaten
| has_readme | ja |
| has_license | ja |
| has_contributing | nein |
| has_issue_template | nein |
| has_code_of_conduct | nein |
| has_pull_request_template | nein |
Nachhaltigkeit & Governance
Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?
59
Maintainer-Resilienz (Bus-Faktor)
30Gefährdet
Wie die Bewertung erfolgt
| 9/54 | Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab |
| 5.3/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 77 % der Commits |
| 5.4/13.5 | Breite der Beitragenden — 4 Beitragende |
| 10/10 | OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10 |
Verwendete Eingangsdaten
| bus_factor | 1 |
| contributors_sampled | 4 |
| top_contributor_share | 0,766 |
Reaktionsfähigkeit bei Issues & PRs
43Gefährdet
Wie die Bewertung erfolgt
| 0/46.8 | Issue-Lösungsquote — 0 % der Issues geschlossen |
| 35.4/38.3 | PR-Annahme — 25/27 entschiedene PRs gemergt |
| 7.5/15 | OpenSSF Scorecard: Code-Review — Found 16/30 approved changesets -- score normalized to 5 |
Verwendete Eingangsdaten
| merged_prs | 25 |
| open_issues | 1 |
| closed_issues | 0 |
| issue_closed_ratio | 0 |
| closed_unmerged_prs | 2 |
Wie die Bewertung erfolgt
| 30/30 | Organisatorische Trägerschaft — im Besitz einer Organisation |
| 0/20 | Verifizierte Domain |
| 20.9/25 | Reichweite des Inhabers — 803 Follower von astronomer |
| 25/25 | Kontohistorie — 354 öffentliche Repos, Kontoalter ca. 11 Jahre |
Verwendete Eingangsdaten
| followers | 803 |
| owner_type | Organization |
| is_verified | — |
| owner_login | astronomer |
| public_repos | 354 |
| account_age_days | 4.088 |
Paketpflege
100Exzellent
Wie die Bewertung erfolgt
| 25/25 | Veröffentlicht & auflösbar — 1 Paket(e) auf pypi |
| 35/35 | Veröffentlichungsaktualität — letzte Veröffentlichung vor 15 Tagen |
| 20/20 | Versionshistorie — 32 veröffentlichte Versionen |
| 20/20 | Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen |
Verwendete Eingangsdaten
| packages | astro-airflow-mcp |
| ecosystems | pypi |
| any_deprecated | nein |
| min_days_since_publish | 15 |
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
86
Engineering-Praktiken
94Exzellent
Wie die Bewertung erfolgt
| 24/24 | CI-Workflows — 3 Workflow(s) |
| 24/24 | Tests vorhanden |
| 16/16 | Linter-Konfiguration |
| 9.6/9.6 | Pre-Commit-Hooks |
| 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 |
Verwendete Eingangsdaten
| has_ci | ja |
| has_tests | ja |
| has_editorconfig | nein |
| has_linter_config | ja |
| has_precommit_config | ja |
Dokumentation
75Gut
Wie die Bewertung erfolgt
| 30/30 | README |
| 0/25 | Dokumentationsverzeichnis |
| 15/15 | Dokumentations-/Homepage-Site — https://astronomer.io |
| 10/10 | Repository-Beschreibung |
| 10/10 | Topics — 6 Topics |
| 10/10 | Wiki |
Verwendete Eingangsdaten
| topics | ai, airflow, mcp, python, agents, model-context-protocol |
| has_wiki | ja |
| homepage | https://astronomer.io |
| has_readme | ja |
| has_docs_dir | nein |
| has_description | ja |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
51
Sicherheitslage
39Gefährdet
Wie die Bewertung erfolgt
| 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 | Lizenz — 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 — keine Daten |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 100 existing vulnerabilities detected |
Verwendete Eingangsdaten
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 3,8 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): signed_releases. Die verbleibenden Gewichte wurden renormalisiert.
Abhängigkeits-Advisories
100Exzellent
Wie die Bewertung erfolgt
| 35/35 | Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory |
| 25/25 | Indirekte Abhängigkeiten ohne bekannte Advisories — keine indirekte Abhängigkeit trägt ein bekanntes Advisory |
| 0/40 | Keine offenen Advisories — kein Advisory trägt ein Veröffentlichungsdatum |
Verwendete Eingangsdaten
| source | osv |
| advisories | 0 |
| affected_packages | 0 |
| assessed_packages | 73 |
| unassessed_packages | 0 |
| affected_by_severity | none |
| direct_affected_packages | 0 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Keine offenen Advisories. Die verbleibenden Gewichte wurden renormalisiert. Abgeglichen wurde die Laufzeit-Abhängigkeitshülle von pypi:astro-airflow-mcp@0.9.1 — das, was die Installation des veröffentlichten Pakets nach sich zieht — mit 73 Paketen. Erreichbarkeit wird nicht analysiert.
AI Readiness
Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.
59
AI-Agentenkontext & Leitlinien
66Mittel
Wie die Bewertung erfolgt
| 45/45 | Agentenanweisungen — AGENTS.md, CLAUDE.md |
| 0/15 | Maschinenlesbare Doku (llms.txt) |
| 20.8/40 | Lesbare Commit-Historie — 25 von 64 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text) |
Verwendete Eingangsdaten
| has_llms_txt | nein |
| legible_history_share | 0,391 |
| agent_instruction_files | AGENTS.md, CLAUDE.md |
| agent_instruction_max_bytes | 2.984 |
Wie die Bewertung erfolgt
| 18/18 | Bootstrap mit einem Befehl — Makefile |
| 22/22 | Automatisierte Tests |
| 11/11 | Lint-/Format-Konfiguration |
| 0/11 | Statische Typprüfung |
| 10/10 | Reproduzierbare Umgebung — Dockerfile, lockfile |
| 10/10 | Belegte Agentenpraxis — 5 der letzten 64 Commits von Agenten verfasst oder ihnen zugeschrieben |
| 0/8 | Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Verwendete Eingangsdaten
| has_nix | nein |
| has_tests | ja |
| lockfiles | uv.lock |
| has_dockerfile | ja |
| typed_language | nein |
| bootstrap_files | Makefile |
| has_devcontainer | nein |
| has_linter_config | ja |
| typecheck_configs | — |
| agent_commit_share | 0,078 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
AI-Code-Lesbarkeit für Modelle
52Mittel
Wie die Bewertung erfolgt
| 0/45 | Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration |
| 52.4/55 | Handhabbare Dateigrößen — 1/21 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | Python |
| largest_source_bytes | 79.606 |
| source_files_sampled | 21 |
| oversized_source_files | 1 |
Maschinenlesbare AI-Schnittstellen
20Kritisch
Wie die Bewertung erfolgt
| 0/40 | API-Schema (OpenAPI/GraphQL/proto) |
| 20/20 | MCP-Server |
| 0/40 | Lauffähige Beispiele |
Verwendete Eingangsdaten
| example_dirs | — |
| has_mcp_signal | ja |
| api_schema_files | — |
Eckdaten
12GitHub-Sterne
4Mitwirkende
64Commits, letzte 12 Monate
181Tage seit letztem Push
13Releases
1Bus-Faktor
1offene Issues
PyPIPaket-Ökosysteme
Warnungen zur Datenerhebung
- 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
Weitere Details
Stern- und Fork-Verlauf 0 ★ / 5 ⇿
0Sterne
5Forks
7Releases
Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.
Major 0Minor 1Patch 6
OpenSSF Scorecard 3.8 / 10
3.8Gesamtwert
Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).
| 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 |
| k. A. | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 100 existing vulnerabilities detected |
Direkte Abhängigkeiten 4
| Registry | Paket | Versionsvorgabe | Manifest |
|---|---|---|---|
| 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 |
Alle Abhängigkeiten nicht erhoben
Der aufgelöste Abhängigkeitssatz konnte für diesen Bericht nicht erhoben werden: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Abhängigkeits-Advisories 0
Die Installation von pypi:astro-airflow-mcp@0.9.1 zieht 73 Pakete nach sich, direkt und transitiv: 0 tragen bekannte Advisories, davon 0 direkte Abhängigkeiten.
Keine bekannten Advisories betreffen die bewerteten Abhängigkeiten.
Ein Advisory bedeutet, dass die im Abhängigkeitsgraphen erfasste Version in den betroffenen Bereich eines Advisories fällt. Erreichbarkeit wird nicht analysiert, und der Graph enthält Entwicklungs- und Test-Pins — ein Fund kann das Werkzeug betreffen und nicht die ausgelieferte Software.
JSON-Rohbericht maschinenlesbar
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"body": "* feat: add project-dir auto-discovery for Airflow URL\n\nAdd --project-dir CLI argument that enables auto-discovery of the\nAirflow URL from .astro/config.yaml. This is useful when running\nwith Claude Code plugins where the MCP server needs to connect to\na local Astro CLI project.\n\nFeatures:\n- New --p\n[…]\ny indicate it's an\nalternative to --airflow-url for auto-discovery.\n\nAlso updated README with the new flag in the CLI options table.\n\n---------\n\nCo-authored-by: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: add project-dir auto-discovery for Airflow URL (#27)",
"author_name": "Julian LaNeve",
"author_login": "jlaneve",
"committed_at": "2026-01-14T16:37:23Z",
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{
"oid": "36d7af8a94017d966c7577c01e1a9ff77a2d5f88",
"body": null,
"is_bot": false,
"headline": "Fix Cursor link",
"author_name": "Kaxil Naik",
"author_login": "kaxil",
"committed_at": "2026-01-12T21:46:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fbe8ed911e7edfab5f7ea7889d98402365364e0e",
"body": null,
"is_bot": false,
"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,
"is_coding_agent": false
},
{
"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",
"committed_at": "2026-01-12T21:27:21Z",
"body_truncated": false,
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},
{
"oid": "e4b71bbfa4d08061769b541097446b66c0cffc67",
"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",
"committed_at": "2026-01-12T20:21:07Z",
"body_truncated": false,
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},
{
"oid": "c56db8a8948f7eebece15adb6a058d82683f7a6d",
"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",
"committed_at": "2026-01-12T18:52:56Z",
"body_truncated": true,
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},
{
"oid": "0bdcdb10f379b6041fa252f413d858dfeba971b4",
"body": null,
"is_bot": false,
"headline": "Replace pre-commit with prek (#24)",
"author_name": "Kaxil Naik",
"author_login": "kaxil",
"committed_at": "2026-01-12T18:48:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"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",
"body_truncated": true,
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{
"oid": "26b43794dc832c29c243839cb3965eb4b85f9899",
"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)",
"author_name": "Kaxil Naik",
"author_login": "kaxil",
"committed_at": "2026-01-12T16:22:21Z",
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{
"oid": "b585bfabc1a06505c5d8e9025d9987a2b695f209",
"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…",
"author_name": "Kaxil Naik",
"author_login": "kaxil",
"committed_at": "2026-01-12T16:21:09Z",
"body_truncated": false,
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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",
"body_truncated": false,
"is_coding_agent": false
},
{
"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",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "d9dc1719b7c9b000b8ac804c775db75d077f74f2",
"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",
"body_truncated": false,
"is_coding_agent": false
},
{
"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",
"body_truncated": false,
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{
"oid": "d9c4fa16cc11ff6f893247a421fa686abcdcbeac",
"body": null,
"is_bot": false,
"headline": "Fixes adapter bypass and JSON parse issues (#13)",
"author_name": "Greg Neiheisel",
"author_login": "schnie",
"committed_at": "2026-01-08T15:22:54Z",
"body_truncated": false,
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{
"oid": "e02df77811296fc4de81aec27b0bd3e92f81dfa1",
"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",
"body_truncated": false,
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{
"oid": "25317815f8e5c156abbb7afbe5804329cfceacf1",
"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",
"body_truncated": false,
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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",
"author_login": "schnie",
"committed_at": "2026-01-07T21:36:44Z",
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},
{
"oid": "cc37053bc628f80f554f7d51d482d730d64b7d5a",
"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",
"author_login": "schnie",
"committed_at": "2026-01-07T16:14:20Z",
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},
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"oid": "7730d16a1d19794372cedbb15e503861bf78fb52",
"body": null,
"is_bot": false,
"headline": "Update docs",
"author_name": "Greg Neiheisel",
"author_login": "schnie",
"committed_at": "2026-01-07T14:17:28Z",
"body_truncated": false,
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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",
"author_login": "schnie",
"committed_at": "2026-01-07T13:50:39Z",
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},
{
"oid": "7a546d0c8dc32f143058d238d3ce2eb94e69eaa5",
"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",
"author_login": "schnie",
"committed_at": "2026-01-07T13:49:46Z",
"body_truncated": false,
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},
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"oid": "01d50157f5fad0cba375044f72a4f111a15c910e",
"body": null,
"is_bot": false,
"headline": "Redirect logging to stderr when in stdio mode (#7)",
"author_name": "Greg Neiheisel",
"author_login": "schnie",
"committed_at": "2026-01-06T17:45:22Z",
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"oid": "59171c051ef9aa377ea2b7b280be01fd0d9dd97f",
"body": "* Adds trigger_dag and get_dag_run\n\n* Clean up json import",
"is_bot": false,
"headline": "Add trigger_dag and get_dag_run MCP tools (#6)",
"author_name": "Greg Neiheisel",
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"committed_at": "2026-01-06T16:18:19Z",
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"headline": "Adds support for import errors (#3)",
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"committed_at": "2025-12-11T19:27:53Z",
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"headline": "Adds astro project installation to readme",
"author_name": "Greg Neiheisel",
"author_login": "schnie",
"committed_at": "2025-12-09T18:41:00Z",
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"headline": "Fixes Airflow plugin app name",
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"committed_at": "2025-12-09T18:41:00Z",
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"headline": "Update README.md",
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"committed_at": "2025-12-09T18:19:00Z",
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"headline": "Update CODEOWNERS",
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"headline": "Update README.md",
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"headline": "Adds PyPI badge",
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"headline": "Switch to dynamic versioning",
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"headline": "Normalize versioning",
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"headline": "Rename airflow-mcp to astro-airflow-mcp",
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"headline": "Simplifies installation and documentation",
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"headline": "Adds MCP instructions",
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}Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.
Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.27.0 — vollständige Methodik · Metriken-Wiki.
Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken — PyPI.