Öffentliches Register
Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-25 23:49 UTC

ThoTischner / observability-mcp

Unified observability gateway for AI agents — one MCP server for Prometheus, Loki, and any backend, with cross-signal anomaly detection and a built-in Web UI.

TypeScript · JavaScript · HTMLApache-2.0★ 6 Sterne⑂ 1 Forkseit März 2026Auf GitHub ansehen ↗

ThoTischner/observability-mcp erreicht einen Gesundheitsindex von 67 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei AI Readiness (89/100) ab, am schwächsten bei Community & Adoption (50/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

67
gesamt / 100
Mittel

Software-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.

67
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)
VitalitätCommunity &VerbreitungNachhaltigkeit &GovernanceEngineering-QualitätSicherheitAI Readiness

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.

Eigentümerschaft

Thomas TischnerPersönliches Konto
17 Follower43 öffentliche Reposseit Nov. 2014System Vertrieb Alexander GmbH

Dieses Repository gehört einem persönlichen Konto. Ein Projekt mit nur einem Eigentümer trägt ein höheres Kontinuitätsrisiko als ein organisationsgetragenes.

Paket-Ökosysteme

Metriken nach Kategorie

Vitalität

Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?

80Gut · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
10.4/36Commit-Rhythmus — 15/52 Wochen mit Commits
18/18Commit-Volumen — 529 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year529
human_commit_share0,86
days_since_last_push0
active_weeks_last_year15
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 84 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 5 Tagen
27/27Release-Rhythmus — ein Release etwa alle 2,9 Tage
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Verwendete Eingangsdaten
releases_count84
latest_release_tagv3.9.3
releases_from_tagsnein
days_since_latest_release5
mean_days_between_releases2,9

Community & Verbreitung

Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?

50Mittel · 18 % des Gesamtindex
Wie die Bewertung erfolgt
11.3/60Stars — 6 Stars
0/25Forks — 1 Forks
0/15Watcher — 0 Watcher
Verwendete Eingangsdaten
forks1
stars6
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (Apache-2.0)
18/18CONTRIBUTING-Leitfaden
13.5/13.5Verhaltenskodex
0/7.2Issue-Vorlage
6.3/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingja
has_issue_templatenein
has_code_of_conductja
has_pull_request_templateja
Wie die Bewertung erfolgt
44/80Downloads pro Monat — 2.001 Downloads/Monat über npm
0/20Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen
Verwendete Eingangsdaten
packages@thotischner/observability-mcp
dependents
ecosystemsnpm
total_downloads
monthly_downloads2.001
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Abhängige in der Registry. Die verbleibenden Gewichte wurden renormalisiert.

Nachhaltigkeit & Governance

Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?

58Mittel · 24 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
0/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 100 % der Commits
1.4/13.5Breite der Beitragenden — 1 Beitragende
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Verwendete Eingangsdaten
bus_factor1
contributors_sampled1
top_contributor_share1
Wie die Bewertung erfolgt
46.8/46.8Issue-Lösungsquote — 100 % der Issues geschlossen
35.5/38.3PR-Annahme — 495/533 entschiedene PRs gemergt
0/15OpenSSF Scorecard: Code-Review — Found 0/16 approved changesets -- score normalized to 0
Verwendete Eingangsdaten
merged_prs495
open_issues0
closed_issues15
issue_closed_ratio1
closed_unmerged_prs38
Wie die Bewertung erfolgt
10/30Organisatorische Trägerschaft — persönliches (Nutzer-)Konto
0/20Verifizierte Domain — für Nutzerkonten nicht anwendbar
9/25Reichweite des Inhabers — 17 Follower von ThoTischner
24/25Kontohistorie — 43 öffentliche Repos, Kontoalter ca. 11 Jahre
Verwendete Eingangsdaten
followers17
owner_typeUser
is_verified
owner_loginThoTischner
public_repos43
account_age_days4.265
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Verifizierte Domain. Die verbleibenden Gewichte wurden renormalisiert.

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf npm
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 5 Tagen
20/20Versionshistorie — 42 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packages@thotischner/observability-mcp
ecosystemsnpm
any_deprecatednein
min_days_since_publish5

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

81Gut · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 25 Workflow(s)
24/24Tests vorhanden
0/16Linter-Konfiguration
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_confignein
has_precommit_confignein

Dokumentation

100Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://www.npmjs.com/package/@thotischner/observability-mcp
10/10Repository-Beschreibung
10/10Topics — 16 Topics
10/10Wiki
Verwendete Eingangsdaten
topicsai-agents, anomaly-detection, anthropic, claude, gateway, helm, kubernetes, llm, loki, mcp, mcp-server, model-context-protocol, monitoring, observability, prometheus, sre
has_wikija
homepagehttps://www.npmjs.com/package/@thotischner/observability-mcp
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?

62Mittel · 16 % des Gesamtindex
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/16 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Lizenz — license file detected
7.5/7.5Maintained — 30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
4.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 11 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate5,7
Wie die Bewertung erfolgt
35/35Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory
8.7/25Indirekte Abhängigkeiten ohne bekannte Advisories — 2 betroffen: brace-expansion 2.1.2 (high 7.5), @hono/node-server 1.19.15 (moderate 5.9)
40/40Keine offenen Advisories — kein Advisory ist länger als 90 Tage öffentlich
Verwendete Eingangsdaten
sourceosv
advisories2
affected_packages2
assessed_packages330
unassessed_packages0
affected_by_severityhigh 1, moderate 1
direct_affected_packages0
Abgeglichen wurde die Laufzeit-Abhängigkeitshülle von npm:@thotischner/observability-mcp@3.9.3 — das, was die Installation des veröffentlichten Pakets nach sich zieht — mit 330 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.

89Exzellent · 0 % des Gesamtindex
Wie die Bewertung erfolgt
45/45Agentenanweisungen — CLAUDE.md, docs/agent.md
15/15Maschinenlesbare Doku (llms.txt) — llms.txt vorhanden
40/40Lesbare Commit-Historie — 86 von 86 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtja
legible_history_share1
agent_instruction_filesCLAUDE.md, docs/agent.md
agent_instruction_max_bytes8.032
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — Makefile
22/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
11/11Statische Typprüfung — examples/agent/tsconfig.json, examples/example-services/tsconfig.json, mcp-server/tsconfig.json, packages/sdk/tsconfig.json
10/10Reproduzierbare Umgebung — Dockerfile, lockfile
10/10Belegte Agentenpraxis — 76 der letzten 100 Commits von Agenten verfasst oder ihnen zugeschrieben
8/8Automatisierte Wartung — 14 der letzten 100 Commits sind automatisierte Abhängigkeits-Updates
9/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilespackage-lock.json
has_dockerfileja
typed_languageja
bootstrap_filesMakefile
has_devcontainernein
has_linter_confignein
typecheck_configsexamples/agent/tsconfig.json, examples/example-services/tsconfig.json, mcp-server/tsconfig.json, packages/sdk/tsconfig.json
agent_commit_share0,76
toolchain_manifests
dependency_bot_commit_share0,14
Wie die Bewertung erfolgt
45/45Typprüfbarer Code — TypeScript (statisch typisiert)
54.8/55Handhabbare Dateigrößen — 1/313 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languageTypeScript
largest_source_bytes207.571
source_files_sampled313
oversized_source_files1
Wie die Bewertung erfolgt
0/40API-Schema (OpenAPI/GraphQL/proto)
20/20MCP-Server
40/40Lauffähige Beispiele — examples
Verwendete Eingangsdaten
example_dirsexamples
has_mcp_signalja
api_schema_files

Eckdaten

6GitHub-Sterne
1Mitwirkende
529Commits, letzte 12 Monate
0Tage seit letztem Push
84Releases
1Bus-Faktor
0offene Issues
npmPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

Weitere Details

OpenSSF Scorecard 5.7 / 10
5.7Gesamtwert

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).Scorecard v5.5.0 · 2026-07-25 23:49 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/16 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
9Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 9
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities11 existing vulnerabilities detected
Direkte Abhängigkeiten 15
RegistryPaketVersionsvorgabeManifest
npm@kubernetes/client-node^1.4.0mcp-server/package.json
npm@modelcontextprotocol/sdk^1.12.0mcp-server/package.json
npm@opentelemetry/api^1.9.0mcp-server/package.json
npm@opentelemetry/auto-instrumentations-node^0.78.0mcp-server/package.json
npm@opentelemetry/exporter-trace-otlp-http^0.220.0mcp-server/package.json
npm@opentelemetry/resources^2.2.0mcp-server/package.json
npm@opentelemetry/sdk-node^0.220.0mcp-server/package.json
npm@opentelemetry/semantic-conventions^1.40.0mcp-server/package.json
npmexpress^5.2.1mcp-server/package.json
npmexpress-rate-limit^8.5.2mcp-server/package.json
npmjs-yaml^4.1.0mcp-server/package.json
npmprom-client^15.1.0mcp-server/package.json
npmredis^4.7.0mcp-server/package.json
npmws^8.18.0mcp-server/package.json
npmzod^4.4.3mcp-server/package.json
Alle Abhängigkeiten 433

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 18 direkte und 415 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
npm@kubernetes/client-node1.4.0direkt
npm@modelcontextprotocol/sdk1.29.0direkt
npm@opentelemetry/api1.9.1direkt
npm@opentelemetry/auto-instrumentations-node0.78.0direkt
npm@opentelemetry/exporter-trace-otlp-http0.220.0direkt
npm@opentelemetry/resources2.9.0direkt
npm@opentelemetry/sdk-node0.220.0direkt
npm@opentelemetry/semantic-conventions1.43.0direkt
npmexpress5.2.1direkt
npmexpress^4.21.0direkt
npmexpress-rate-limit8.5.2direkt
npmexpress-rate-limit8.6.0direkt
npmjs-yaml4.2.0direkt
npmprom-client15.1.3direkt
npmprom-client^15.1.3direkt
npmredis4.7.1direkt
npmws8.21.1direkt
npmzod4.4.3direkt
npm@aws-crypto/crc325.2.0indirekt
npm@aws-crypto/sha256-browser5.2.0indirekt
npm@aws-crypto/sha256-js5.2.0indirekt
npm@aws-crypto/supports-web-crypto5.2.0indirekt
npm@aws-crypto/util5.2.0indirekt
npm@aws-sdk/client-ec23.1063.0indirekt
npm@aws-sdk/client-ecs3.1063.0indirekt
npm@aws-sdk/client-eks3.1063.0indirekt
npm@aws-sdk/core3.974.18indirekt
npm@aws-sdk/credential-provider-env3.972.44indirekt
npm@aws-sdk/credential-provider-http3.972.46indirekt
npm@aws-sdk/credential-provider-ini3.972.50indirekt
npm@aws-sdk/credential-provider-login3.972.49indirekt
npm@aws-sdk/credential-provider-node3.972.52indirekt
npm@aws-sdk/credential-provider-process3.972.44indirekt
npm@aws-sdk/credential-provider-sso3.972.49indirekt
npm@aws-sdk/credential-provider-web-identity3.972.49indirekt
npm@aws-sdk/middleware-sdk-ec23.972.32indirekt
npm@aws-sdk/nested-clients3.997.17indirekt
npm@aws-sdk/signature-v4-multi-region3.996.32indirekt
npm@aws-sdk/token-providers3.1063.0indirekt
npm@aws-sdk/types3.973.11indirekt
npm@aws-sdk/util-locate-window3.965.6indirekt
npm@aws-sdk/xml-builder3.972.28indirekt
npm@aws/lambda-invoke-store0.2.4indirekt
npm@esbuild/aix-ppc640.28.1indirekt
npm@esbuild/android-arm0.28.1indirekt
npm@esbuild/android-arm640.28.1indirekt
npm@esbuild/android-x640.28.1indirekt
npm@esbuild/darwin-arm640.28.1indirekt
npm@esbuild/darwin-x640.28.1indirekt
npm@esbuild/freebsd-arm640.28.1indirekt
npm@esbuild/freebsd-x640.28.1indirekt
npm@esbuild/linux-arm0.28.1indirekt
npm@esbuild/linux-arm640.28.1indirekt
npm@esbuild/linux-ia320.28.1indirekt
npm@esbuild/linux-loong640.28.1indirekt
npm@esbuild/linux-mips64el0.28.1indirekt
npm@esbuild/linux-ppc640.28.1indirekt
npm@esbuild/linux-riscv640.28.1indirekt
npm@esbuild/linux-s390x0.28.1indirekt
npm@esbuild/linux-x640.28.1indirekt
npm@esbuild/netbsd-arm640.28.1indirekt
npm@esbuild/netbsd-x640.28.1indirekt
npm@esbuild/openbsd-arm640.28.1indirekt
npm@esbuild/openbsd-x640.28.1indirekt
npm@esbuild/openharmony-arm640.28.1indirekt
npm@esbuild/sunos-x640.28.1indirekt
npm@esbuild/win32-arm640.28.1indirekt
npm@esbuild/win32-ia320.28.1indirekt
npm@esbuild/win32-x640.28.1indirekt
npm@google-cloud/compute^4.13.0indirekt
npm@google-cloud/container^5.16.0indirekt
npm@google-cloud/run^1.6.0indirekt
npm@grpc/grpc-js1.14.4indirekt
npm@grpc/proto-loader0.8.1indirekt
npm@hono/node-server1.19.14indirekt
npm@hono/node-server2.0.2indirekt
npm@isaacs/cliui8.0.2indirekt
npm@js-sdsl/ordered-map4.4.2indirekt
npm@jsep-plugin/assignment1.3.0indirekt
npm@jsep-plugin/regex1.0.4indirekt
npm@nodable/entities2.1.1indirekt
npm@opentelemetry/api-logs0.220.0indirekt
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npm@opentelemetry/context-async-hooks2.9.0indirekt
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npm@opentelemetry/exporter-logs-otlp-grpc0.220.0indirekt
npm@opentelemetry/exporter-logs-otlp-http0.220.0indirekt
npm@opentelemetry/exporter-logs-otlp-proto0.220.0indirekt
npm@opentelemetry/exporter-metrics-otlp-grpc0.220.0indirekt
npm@opentelemetry/exporter-metrics-otlp-http0.220.0indirekt
npm@opentelemetry/exporter-metrics-otlp-proto0.220.0indirekt
npm@opentelemetry/exporter-prometheus0.220.0indirekt
npm@opentelemetry/exporter-trace-otlp-grpc0.220.0indirekt
npm@opentelemetry/exporter-trace-otlp-proto0.220.0indirekt
npm@opentelemetry/exporter-zipkin2.9.0indirekt
npm@opentelemetry/instrumentation0.220.0indirekt
npm@opentelemetry/instrumentation-amqplib0.67.0indirekt
npm@opentelemetry/instrumentation-aws-lambda0.72.0indirekt
npm@opentelemetry/instrumentation-aws-sdk0.75.0indirekt
npm@opentelemetry/instrumentation-bunyan0.65.0indirekt
npm@opentelemetry/instrumentation-cassandra-driver0.65.0indirekt
npm@opentelemetry/instrumentation-connect0.63.0indirekt
npm@opentelemetry/instrumentation-cucumber0.36.0indirekt
npm@opentelemetry/instrumentation-dataloader0.37.0indirekt
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npm@opentelemetry/instrumentation-express0.68.0indirekt
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npm@opentelemetry/instrumentation-graphql0.68.0indirekt
npm@opentelemetry/instrumentation-grpc0.220.0indirekt
npm@opentelemetry/instrumentation-hapi0.66.0indirekt
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npm@opentelemetry/instrumentation-ioredis0.68.0indirekt
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npm@opentelemetry/instrumentation-mongodb0.73.0indirekt
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npm@opentelemetry/instrumentation-nestjs-core0.66.0indirekt
npm@opentelemetry/instrumentation-net0.64.0indirekt
npm@opentelemetry/instrumentation-openai0.18.0indirekt
npm@opentelemetry/instrumentation-oracledb0.45.0indirekt
npm@opentelemetry/instrumentation-pg0.72.0indirekt
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npm@opentelemetry/instrumentation-redis0.68.0indirekt
npm@opentelemetry/instrumentation-restify0.65.0indirekt
npm@opentelemetry/instrumentation-router0.64.0indirekt
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Abhängigkeits-Advisories 2

Die Installation von npm:@thotischner/observability-mcp@3.9.3 zieht 330 Pakete nach sich, direkt und transitiv: 2 tragen bekannte Advisories, davon 0 direkte Abhängigkeiten.

PaketVersionBeziehungSchweregradAdvisoriesBehoben in
brace-expansion2.1.2indirekthoch15.0.8
@hono/node-server1.19.15indirektmittel12.0.5

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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      "created_at": "2026-03-26T20:01:28Z",
      "owner_type": "User",
      "updated_at": "2026-07-21T09:26:05Z",
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        {
          "oid": "888d55722bda5834210d8e9707107a41374ab619",
          "body": "Bumps the actions group with 6 updates:\n\n| Package | From | To |\n| --- | --- | --- |\n| [actions/checkout](https://github.com/actions/checkout) | `7.0.0` | `7.0.1` |\n| [actions/setup-node](https://github.com/actions/setup-node) | `6.4.0` | `7.0.0` |\n| [github/codeql-action/init](https://github.com/gi\n[…]\npe: version-update:semver-patch\n  dependency-group: actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump the actions group with 6 updates (#558)",
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          "body": "Bumps the production-deps group in /mcp-server with 2 updates: [express-rate-limit](https://github.com/express-rate-limit/express-rate-limit) and [ws](https://github.com/websockets/ws).\n\n\nUpdates `express-rate-limit` from 8.5.2 to 8.6.0\n- [Release notes](https://github.com/express-rate-limit/express\n[…]\nion-update:semver-patch\n  dependency-group: production-deps\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump the production-deps group (#557)",
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          "headline": "chore(release): v3.9.3 (#556)",
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          "body": "* test(ci): add verify-only dispatch mode to prove the published-index check\n\nThe verify-published job added in #554 has never executed — both merges\ncorrectly skipped it because no chart version changed. An unexercised check\nthat first fires during a real release is a liability: if the needs/output\n[…]\nails after 18min. Proven by the negative\ndispatch run: 53 attempts, 18m23s.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
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          "headline": "test(ci): prove the published-index check actually works (#555)",
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          "oid": "8405f69dab04f382fb4dc6b6a82ce8041b85da5b",
          "body": "…ers to check (#554)\n\nPR #544 fixed the Helm publish race but closed the loop with prose: it\ndispatched docs.yml fire-and-forget, then added a troubleshooting entry\nasking users to cross-check GitHub Releases against `helm search repo` and\nopen an issue if they differed. That offloads monitoring ont\n[…]\n a user: refresh the local cache,\nand if the index is still propagating right after a release, install from\nOCI (already documented) meanwhile.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(ci): verify the chart is actually reachable instead of telling us…",
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          "body": "These two files (examples/federation-demo/echo-mcp.mjs and\ndocs/screenshots/inspect-federation.png) were work-in-progress for a\nfederation demo that isn't wired up yet — nothing in the repo references\neither. They rode into #544 by accident (a `git add -A` in the CI-fix\nbranch swept up untracked files). Removing them until the demo is finished\nand referenced; no code or docs point at them, so this is a clean removal.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: drop unreferenced federation-demo WIP from main (#553)",
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          "body": "Bumps the dev-deps group in /mcp-server with 1 update: [tsx](https://github.com/privatenumber/tsx).\n\n\nUpdates `tsx` from 4.23.0 to 4.23.1\n- [Release notes](https://github.com/privatenumber/tsx/releases)\n- [Changelog](https://github.com/privatenumber/tsx/blob/master/release.config.cjs)\n- [Commits](ht\n[…]\ne: version-update:semver-patch\n  dependency-group: dev-deps\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps-dev): bump tsx in /mcp-server in the dev-deps group (#548)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-13T20:59:29Z",
          "body_truncated": true,
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        {
          "oid": "1f6e9aca2852f6f80012890fc43d8069fcbc3a5d",
          "body": "Bumps the production-deps group in /mcp-server with 1 update: [@opentelemetry/semantic-conventions](https://github.com/open-telemetry/opentelemetry-js).\n\n\nUpdates `@opentelemetry/semantic-conventions` from 1.42.0 to 1.43.0\n- [Release notes](https://github.com/open-telemetry/opentelemetry-js/releases\n[…]\nion-update:semver-minor\n  dependency-group: production-deps\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump @opentelemetry/semantic-conventions (#545)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-13T20:58:16Z",
          "body_truncated": true,
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        {
          "oid": "9e7b76f2984dce5e21522aacb4b8806d0b782b2c",
          "body": "…546)\n\nBumps the all-deps group in /examples/agent with 1 update: [tsx](https://github.com/privatenumber/tsx).\n\n\nUpdates `tsx` from 4.23.0 to 4.23.1\n- [Release notes](https://github.com/privatenumber/tsx/releases)\n- [Changelog](https://github.com/privatenumber/tsx/blob/master/release.config.cjs)\n- [\n[…]\ne: version-update:semver-patch\n  dependency-group: all-deps\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps-dev): bump tsx in /examples/agent in the all-deps group (#…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-13T20:58:11Z",
          "body_truncated": true,
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        {
          "oid": "802f68fa597a16a5774b855d78ecdaeffe3504bd",
          "body": "…e chart (#544)\n\nThe v3.9.2 `Publish Helm chart` run failed. Two causes, one root.\n\nA release commit fires helm-release.yml twice: the push to main touches\nhelm/**, and tag-on-release.yml then pushes the v* tag (path filters don't\napply to tag pushes). Both runs call `cr index`, which pulls, rewrite\n[…]\nort the\njob would recreate the exact bug the step exists to prevent.\n\nAlso document the symptom and the OCI fallback in the Helm install guide.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(ci): stop the Helm release racing itself, and actually publish th…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-07-13T10:33:16Z",
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          "oid": "419ef207dd0b3c8d23ba2bc1f400fa017386f065",
          "body": null,
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          "headline": "chore(release): v3.9.2 (#543)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-07-12T23:53:15Z",
          "body_truncated": false,
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          "oid": "65e02c2570ff01d07c04b806be71879677bb3055",
          "body": "Bumps the actions group with 8 updates:\n\n| Package | From | To |\n| --- | --- | --- |\n| [github/codeql-action/init](https://github.com/github/codeql-action) | `4.36.2` | `4.36.3` |\n| [github/codeql-action/analyze](https://github.com/github/codeql-action) | `4.36.2` | `4.36.3` |\n| [docker/setup-buildx\n[…]\nendency-type: direct:production\n  dependency-group: actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump the actions group with 8 updates (#542)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-06T21:01:05Z",
          "body_truncated": true,
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        {
          "oid": "6e2a6257369b630b8ee2e441217419ac8d863660",
          "body": "Bumps the dev-deps group in /mcp-server with 1 update: [tsx](https://github.com/privatenumber/tsx).\n\n\nUpdates `tsx` from 4.22.4 to 4.23.0\n- [Release notes](https://github.com/privatenumber/tsx/releases)\n- [Changelog](https://github.com/privatenumber/tsx/blob/master/release.config.cjs)\n- [Commits](ht\n[…]\ne: version-update:semver-minor\n  dependency-group: dev-deps\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps-dev): bump tsx in /mcp-server in the dev-deps group (#538)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-06T20:59:19Z",
          "body_truncated": true,
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        {
          "oid": "dd2b8b750c86bf72aaccd4efea9991e65a99279d",
          "body": "Bumps the production-deps group in /mcp-server with 5 updates:\n\n| Package | From | To |\n| --- | --- | --- |\n| [@opentelemetry/auto-instrumentations-node](https://github.com/open-telemetry/opentelemetry-js-contrib/tree/HEAD/packages/auto-instrumentations-node) | `0.77.0` | `0.78.0` |\n| [@opentelemetr\n[…]\nion-update:semver-minor\n  dependency-group: production-deps\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump the production-deps group (#537)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-06T20:58:03Z",
          "body_truncated": true,
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        {
          "oid": "065e2323f598347d477732b87fe8dbe1d4bd3801",
          "body": "…535)\n\nBumps the all-deps group in /examples/agent with 1 update: [tsx](https://github.com/privatenumber/tsx).\n\n\nUpdates `tsx` from 4.22.4 to 4.23.0\n- [Release notes](https://github.com/privatenumber/tsx/releases)\n- [Changelog](https://github.com/privatenumber/tsx/blob/master/release.config.cjs)\n- [\n[…]\ne: version-update:semver-minor\n  dependency-group: all-deps\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps-dev): bump tsx in /examples/agent in the all-deps group (#…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-07-06T20:57:37Z",
          "body_truncated": true,
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          "oid": "2ac50cf0de6f2319d960bf5a2f448d3bab1d9164",
          "body": null,
          "is_bot": false,
          "headline": "chore(release): v3.9.1 (#534)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-07-06T00:05:31Z",
          "body_truncated": false,
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          "oid": "68240cb97452d7b22b79896f72efc485766e9c09",
          "body": "Bumps the actions group with 2 updates: [actions/setup-python](https://github.com/actions/setup-python) and [azure/setup-helm](https://github.com/azure/setup-helm).\n\n\nUpdates `actions/setup-python` from 6.2.0 to 6.3.0\n- [Release notes](https://github.com/actions/setup-python/releases)\n- [Commits](ht\n[…]\npe: version-update:semver-patch\n  dependency-group: actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump the actions group with 2 updates (#533)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-30T10:30:07Z",
          "body_truncated": true,
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        {
          "oid": "f4269ad85015d978a6b4d139ffb4b80b48fa8cb8",
          "body": "Feature release: per-credential tool allow-list (OMCP_KEY_TOOLS, #526) + strict plugin signatures (PLUGIN_REQUIRE_SIGNATURE, #527). Both default-OFF. mcp-server 3.9.0 / Helm 2.9.0.",
          "is_bot": false,
          "headline": "chore(release): v3.9.0 (#528)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-23T19:25:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "13b3b74b6eeec3ea42d8a7b005c26bc3129f9c81",
          "body": "…(#527)\n\nDefault-OFF strict mode: a present-but-unverifiable filesystem plugin (incl. malformed manifest) or missing trust root aborts startup instead of silently skipping. Implies VERIFY_PLUGINS; builtins never gated; Helm plugins.verify.requireSignature. Reviewer SHIP + malformed-manifest gap folded in; loader suite 17/0.",
          "is_bot": false,
          "headline": "feat(plugins): PLUGIN_REQUIRE_SIGNATURE strict load-time enforcement …",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-23T18:42:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3671774bd7ee18fd9e84532b968fbd6aea367942",
          "body": "Per-credential tool allow-list as a second fail-closed allow-list axis (default-OFF, composes with Products by intersection). Advances the per-credential RBAC roadmap item. Reviewer SHIP; full suite green.",
          "is_bot": false,
          "headline": "feat(rbac): per-credential tool allow-list (OMCP_KEY_TOOLS) (#526)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-23T17:57:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b2740d8a88eea34b9b84bf667c25e6dcbb55bec5",
          "body": "Bug-fix release shipping the #523 enrich_ips RDAP rate-limit fix (#524). Bumps mcp-server 3.8.3 + Helm chart 2.8.3; refreshes ArtifactHub changes block; CHANGELOG [3.8.3] + backfilled [3.8.2].",
          "is_bot": false,
          "headline": "chore(release): v3.8.3 (#525)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-23T17:29:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bfefef79599dd61e90db3889b84e9997a1c7deaa",
          "body": "Closes #523. RDAP lookups now resolve to ok/not_found/transient; transient (429/403/5xx/timeout/network) is never cached and retried with capped backoff. enrich_ips surfaces transient:true/error + summary.transient + note. Full suite green; reviewer SHIP.",
          "is_bot": false,
          "headline": "fix(enrich_ips): distinguish RDAP rate-limit from a true negative (#524)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-23T17:18:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3308ae813f1af979417e061e7cb9d9672cddc709",
          "body": "… (#522)\n\nBumps the actions group with 3 updates in the / directory: [actions/checkout](https://github.com/actions/checkout), [softprops/action-gh-release](https://github.com/softprops/action-gh-release) and [aquasecurity/trivy-action](https://github.com/aquasecurity/trivy-action).\n\n\nUpdates `action\n[…]\nendency-type: direct:production\n  dependency-group: actions\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump the actions group across 1 directory with 3 updates…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-23T10:35:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2b0ddb2a6cf5710b0d6d43be92bf72ea3e307c42",
          "body": null,
          "is_bot": false,
          "headline": "chore(release): v3.8.2 (#519)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-22T00:12:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b3c5c17273cc0465086cfcbd84fef8bd26a578c5",
          "body": "… updates (#513)\n\nBumps the production-deps group with 4 updates in the /mcp-server directory: [@opentelemetry/auto-instrumentations-node](https://github.com/open-telemetry/opentelemetry-js-contrib/tree/HEAD/packages/auto-instrumentations-node), [@opentelemetry/exporter-trace-otlp-http](https://gith\n[…]\nion-update:semver-minor\n  dependency-group: production-deps\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump the production-deps group across 1 directory with 4…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-18T17:16:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ca4ffd0e3527bece9ffa971517ada0bc5eb62f9d",
          "body": "Bumps the dev-deps group with 1 update in the /mcp-server directory: [@types/node](https://github.com/DefinitelyTyped/DefinitelyTyped/tree/HEAD/types/node).\n\n\nUpdates `@types/node` from 25.9.2 to 25.9.3\n- [Release notes](https://github.com/DefinitelyTyped/DefinitelyTyped/releases)\n- [Commits](https:\n[…]\ne: version-update:semver-patch\n  dependency-group: dev-deps\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps-dev): bump @types/node (#514)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-18T17:16:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "aa8883bc4c7d152881f12b8f1e71cf02fb8cb532",
          "body": "Security patch release — patch transitive hono/form-data/protobufjs/@opentelemetry-core CVEs via npm overrides; bump mcp-server 3.8.1 + Helm chart 2.8.1. Clears 21 code-scanning + 1 Dependabot alert.",
          "is_bot": false,
          "headline": "chore(release): v3.8.1 (#518)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-18T17:11:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9131a6b83d84cb6714089914d4f08ebd2c3fee57",
          "body": "…(#512)\n\nCuts v3.8.0: bumps mcp-server to 3.8.0 and the Helm chart to 2.8.0\n(appVersion 3.8.0, ArtifactHub image/changes refreshed), adds the\n[3.8.0] CHANGELOG section, and presents the new Inspect feature in the\nREADME with a hero flow-graph screenshot + a learn-a-profile screenshot.\n\nAdditive / non-breaking — every new control is default-OFF, so existing\ndeployments behave exactly as before and the air-gapped default is\nunchanged.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(release): v3.8.0 — Inspect + entitlement model + UI lock optic …",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-13T18:55:16Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "90fb80ef0197e5f5fcaf122b8981434fc13ce2ba",
          "body": "Enterprise features now read as \"visible but locked\" without a license,\ninstead of silently inert. enterprise-gate exposes entitledFeatures() — a\nflat {feature: bool} map over the fixed ENTITLEABLE_FEATURES vocabulary\n(access-control, audit, inspect-enforce, sso, scim, tenancy) — surfaced\nonce at bo\n[…]\n-when-OFF + vocabulary completeness;\nPlaywright entitlement-locks spec asserts badges + banners on the live\nUI (added to the smoke Dockerfile).\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(ui): consistent lock-badge optic for entitled features (#511)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-13T18:24:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "52adf208a8e459a5cc8a67e9c9585b902930fff9",
          "body": "…P calls) (#510)\n\nMCP_URL.replace(\"/mcp\", \"/api/sources\") matched the \"/mcp\" inside the\nhost \"//mcp-server\", rewriting the URL to http://api/sources-server:3000/mcp\n→ ENOTFOUND. The demo agent therefore never passed its readiness wait,\nnever connected, and made zero MCP tool calls — so the Inspect F\n[…]\nThe\nMCP transport still uses MCP_URL verbatim. Verified live: the agent now\nconnects, lists 12 tools, runs scans, and calls surface in Inspect.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(agent): derive API base by anchored /mcp strip (demo made zero MC…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-13T18:09:28Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7b08bd6273d55397d745c24bec2f7a1bc7d4ebee",
          "body": "…(#509)\n\nThe gateway is always tenant-scoped, but every principal lands in the\n`default` tenant unless an operator actively maps identities to\nnon-default tenants (an OIDC tenant claim, or OMCP_KEY_TENANTS pointing a\ncredential at a non-default tenant). The single-tenant default — the\nopen-source pa\n[…]\n across tenant boundaries). Detection is a pure, unit-tested\npredicate (isMultiTenantConfigured); /api/info gains a `multiTenant`\nposture flag.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(tenancy): active multi-tenancy requires the tenancy entitlement …",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-13T16:27:11Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b0e9374960bcdcc563f8f09a33913bea897a6b98",
          "body": "OMCP_SCIM_TOKEN now gates on a valid `scim` entitlement. The open-source\nauth surface — local users (OMCP_USERS_FILE) and api-keys — stays free\nand unchanged; SCIM is OFF by default, so an unconfigured deployment is\nunaffected.\n\nFail-closed: with OMCP_SCIM_TOKEN set but no entitlement the gateway\nke\n[…]\nful empty note.\n\n/api/info: scimEnabled now means \"active\" (configured AND entitled);\nadds scimConfigured for the token-present posture signal.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(scim): SCIM provisioning requires the scim entitlement (#508)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-13T16:12:37Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9ca73ab9019624e1690d6614a58bdaca0f57d295",
          "body": "OMCP_AUTH=oidc now gates on a valid `sso` entitlement. The open-source\nauth surface — anonymous, basic (local users), and api-key — stays free\nand unchanged; only delegating identity to an external IdP is entitled.\n\nFail-closed: with OMCP_AUTH=oidc set but no entitlement the server\nrefuses to start \n[…]\nntitled(name)\n(inspectEnforceEntitled delegates to it), the seam SCIM and multi-tenancy\nwill reuse. Default-OFF returns false and never throws.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(auth): SSO/OIDC requires the sso entitlement (#507)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-13T16:00:13Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "81ed4748d87b1b403799693994ba38d58996ffbc",
          "body": "… free) (#506)\n\nInspect's active blocking (enforce) is now gated by an entitlement; the live\ngraph, learning a profile, and dry-run would-block deviations remain free/OSS.\nDefault-OFF (no token) is unchanged — only enforce is affected.\n\n- enterprise-gate.ts: active gate exposes inspectEnforce (has \"\n[…]\n unit tests for the entitlement guard; the live E2E asserts the\n  gate (enforce→403 unlicensed, dry-run free; blocks when entitled). docs note.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(inspect): make enforce an entitled control (observe/dry-run stay…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-13T15:43:58Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "6efa3794896f1e2ca21b7689b0ce52207e4be682",
          "body": "Query args (query/expr/promql/logql) were collapsed to \"present\". Now derive a\nstructural fingerprint — functions, metric name(s), label keys — so a profile\nrule can distinguish \"query_metrics on metric X\" from \"...on Y\", and the\ndrill-down/editor show which metric/labels a call touched. The literal\n[…]\nnew observations store a fingerprint where old ones stored \"present\";\nsince Inspect is unreleased there are no profiles in the wild to migrate.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(inspect): finer query signatures (PromQL/LogQL fingerprint) (#505)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-13T15:24:55Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "400d501be9aac8e74026794dc8664dc2c56ac4dc",
          "body": "* feat(inspect): one-click \"add to profile\" from a deviation\n\nEach Deviations row gets an \"Add to profile\" action that absorbs exactly that\nobserved call shape into the accepted profile — widening the matching\n(subject,tool) rule (sorted union of source/service/namespace + arg buckets)\nor creating a\n[…]\nolluting names before\nassigning. Functionally identical for real arg names.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(inspect): one-click add-to-profile from a deviation (#504)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-13T15:03:59Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8de2debf7d1117157b79b6491bfde75d1ceae0f4",
          "body": "…ws (#503)\n\nAccepting a rule was all-or-nothing. Add an Edit action on suggested and\naccepted rules that opens a modal of toggle chips — one per observed\nsource/service/namespace value and per arg-shape bucket — so you can uncheck\nthe values a rule should NOT allow, then Save or Save & accept. Persi\n[…]\noth contexts. Playwright asserts the editor opens\nand that chips carry the real value (not the checkbox default), guarding the\nsave round-trip.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(inspect): granular rule editor — narrow which values a rule allo…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-13T14:30:55Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "28c06ccff0d1988cdf75e41d0e12b00d81b2bc51",
          "body": "Clicking a node or edge in the Flows graph now lists the actual underlying\nobservations — time, principal, tool, backend, exact argument shape, outcome\nand decision — so you can look into the calls, not just aggregate counts.\n\n- API: /api/inspect/events gains a `backend` filter (service|source|names\n[…]\n are arbitrary tool-call arg names); decision chips are static.\n- Playwright: node-drill test asserts the panel renders with no console errors.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(inspect): drill into the real calls behind a node/edge (#502)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-13T14:11:48Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "de10e98743df93f9338c524a4efcfc99a9db9c38",
          "body": "The governance features (Access Control, Products, Policies, Inspect, Audit,\nCatalog) answer different questions but read as overlapping. Add a compact\n\"How governance fits together\" overview on the Access Control page showing the\nlayered flow (Identity → Offer → Permission → Behavior, with Catalog \n[…]\narned; Products = offered vs Policies = permitted). Static markup\n+ CSS only. Playwright governance spec asserts the overview flow + subtitles.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(ui): governance overview + per-tab clarifying subtitles (#501)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-13T14:00:02Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9262f8b5924951a045a08cb76adb32c5339333a1",
          "body": "…) (#500)\n\nThe hub catalog 404s at /hub/index.json. Root cause: GitHub Pages is built\nfrom main by docs.yml (MkDocs + a merge of the gh-pages Helm artifacts into\nsite/), NOT from the gh-pages branch — so the hub/ subtree that hub-pages.yml\npublishes to gh-pages was never part of the served site (tha\n[…]\non + /hub/catalog/*.json resolve on the Pages site. Merging this\nre-runs docs.yml (it watches its own path), rebuilding Pages with the catalog.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(hub): serve the connector catalog from the Pages site (docs build…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-13T13:50:13Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "910acbd8363b59a043799e0618d99cce39e1b75c",
          "body": "In Installed Connectors only datadog showed a description; the builtins\n(prometheus/loki/kubernetes) showed none. They load via loadBuiltins() with\nno manifest, so describeInstalled() fell back to an empty description (datadog\nloads from a filesystem manifest, which carries one). Attach inline manif\n[…]\nmetadata (displayName/version/description/signalTypes, mirroring\nplugins/<name>/manifest.json) to each builtin registration so the UI shows it.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(connectors): show descriptions for builtin connectors (#499)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-13T13:50:10Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3b7e10383b27948b0f19775c192896d57177d274",
          "body": "… (#498)\n\nThe hub catalog 404s at /hub/index.json even though the files exist on the\ngh-pages branch: GitHub Pages runs Jekyll by default, which drops the static\n/hub/ subtree (root index.yaml still serves, hence helm worked but the hub\ndidn't). Write a root .nojekyll in the hub-pages publish step s\n[…]\nn + /hub/catalog/*.json then resolve.\nIdempotent. Merging this re-runs the workflow (it triggers on its own path),\nrepublishing with .nojekyll.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(hub): publish .nojekyll so the connector hub catalog is reachable…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-13T13:35:00Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "af47eac642c1bda0d5acacdafb2ff4c0454db15d",
          "body": "Rejected rules vanished from the Profile tab — renderInspectProfile only\nlisted suggested + accepted, so a rejected suggestion disappeared entirely\n(it persists server-side and is correctly excluded from re-derive, but the\nuser had no way to see or undo it).\n\nAdd a \"Rejected rules\" section: a table \n[…]\ne rejected total. Playwright Profile test extended to reject → assert it\nstays visible in the Rejected section with a Restore button → restore.\n\nCo-authored-by: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(inspect): keep rejected profile rules visible with restore (#497)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-13T13:24:58Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "22ae99c80354984d81bc98072b31e95a2d36079f",
          "body": "…P5) (#496)\n\nFinal phase of the Inspect feature.\n\n- inspect/enforcer.ts: a tool_pre_invoke hook that BLOCKS (and records a\n  `blocked` observation) for calls outside the accepted profile — only when\n  mode=enforce; pass-through (no eval) in off/observe/dry-run. Fails OPEN: any\n  internal error retur\n[…]\nenforce-confirm Playwright test (open+cancel).\n  Full suite 954 pass / 0 fail; tsc clean; 5/5 inspect Playwright specs green.\n  Reviewer: SHIP.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(inspect): enforce mode — block out-of-profile calls + full E2E (…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-13T10:52:55Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4ef43d8fbde4a3b8486c44591a51781819ce4a1a",
          "body": "Phase 4. Dry-run evaluates calls against the accepted profile and surfaces\ndeviations — but never blocks (blocking is P5).\n\n- recorder.ts: optional `evaluator`; when mode.evaluating (dryrun/enforce) the\n  post-invoke recorder evaluates the derived signature against the accepted\n  profile and records\n[…]\nh + Deviations\n  test green in a real browser. Full suite 948 pass / 0 fail; tsc clean.\n  Reviewer: SHIP (no blocking leak; all cells escaped).\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(inspect): dry-run (complain) mode + Deviations view (P4) (#495)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-13T10:34:45Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "0af93fabb22b26da61975259382b78aa2d88540f",
          "body": "* feat(inspect): behavior profile — derive, review + accept rules (P3)\n\nPhase 3 of the Inspect feature: the AppArmor-style learn loop. Suggestions\nonly — no enforcement on the call path yet.\n\n- inspect/profile.ts: deriveProfile (one rule per subject+tool, union of\n  observed resource dims + arg-shap\n[…]\nduction uses the operator-set OMCP_INSPECT_PROFILE_FILE (never a temp dir).\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(inspect): behavior profile — derive, review + accept (P3) (#494)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-13T10:18:24Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "749d466be2da6e9cdb7b567231f2697d0c535da3",
          "body": "* feat(inspect): Flows live graph UI — Kiali-style identity→tool→backend view (P2)\n\nPhase 2 of the Inspect feature. Adds the \"Inspect\" tab (Governance group)\nwith a live Flows graph in the single-file console.\n\n- New #page-inspect with a Flows sub-tab: an SVG graph laid out in three\n  columns (Ident\n[…]\naddressed\nuniquely. Verified: inspect + topology specs both green together.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(inspect): Flows live graph UI (P2) (#493)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-13T09:51:02Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b8c99c76485fb6c958fcc6832d2c39fa1231eeab",
          "body": "…PI (P1) (#492)\n\nPhase 1 of the Inspect feature (observe → learn → enforce). Observe-only,\ndefault mode, zero enforcement, no new egress.\n\n- mcp-server/src/inspect/: signature (redacted arg-shape derivation; resource\n  dims kept, literals never), store (ring + optional JSONL mirror, best-effort,\n  n\n[…]\n clean. Reviewer: SHIP.\n\nModes dryrun/enforce are settable but only record until the evaluator lands in\na later phase (no UI exposes them yet).\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(inspect): observe core — record MCP tool calls, flows + events A…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-13T09:24:34Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "25b9aea33de0f729800fd58f225b961aa33acf26",
          "body": "…rce) (#490)\n\nAdds docs/inspect.md describing the AppArmor-learning-mode + Kiali-style\nflow-graph feature for MCP tool calls: the off/observe/dryrun/enforce state\nmachine, what gets captured (signatures/shapes, not raw args; redacted),\nthe profile model + deviation kinds, the Inspect tab (Flows/Prof\n[…]\npped/privacy posture. Wired into the mkdocs nav under Audit & Compliance.\n\nDesign artifact for the multi-phase Inspect build (P0); no code yet.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(inspect): design doc for the Inspect feature (observe→learn→enfo…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-13T09:06:42Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "95b107eff05332b2806597bc6c2e167b5b085435",
          "body": "… (#491)\n\nnpm-audit started failing on main: esbuild ≤0.28.0 has a high-severity\nadvisory (GHSA-gv7w-rqvm-qjhr binary-integrity RCE + GHSA-g7r4-m6w7-qqqr\ndev-server file read). esbuild is a transitive dev dependency via tsx\n(~0.28.0). Pin it forward with an npm override to 0.28.1 (the patched\nreleas\n[…]\n\n`npm audit --audit-level=high` → 0 vulnerabilities in both packages;\ntsc + full unit suite (894 pass / 0 fail) green under the bumped esbuild.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(ci): override esbuild ^0.28.1 to clear GHSA-gv7w-rqvm-qjhr (high)…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-13T09:02:42Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "e8347120ce0a02ba8fa3dcfbb0d7824c1286f796",
          "body": "…487)\n\n`Verify listing` ran `curl -fsS <url> | head -c 600` under `set -euo\npipefail`. head closes the pipe after 600 bytes, curl gets SIGPIPE /\na write error and exits 23, and pipefail fails the whole job — even\nthough `Publish server metadata` succeeded and the registry serves the\nnew version. It \n[…]\nSION is listed\n(grep -qF), retries with backoff for the registry's eventual\nconsistency, and prints a truncated preview guarded with `|| true`.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(ci): MCP-registry verify step no longer false-fails on exit 23 (#…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-12T11:39:18Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "48a4303f145db0904487beabbba06ba7933c500c",
          "body": "Feature release — optional online RDAP enrich_ips backend (#477), OFF by\ndefault. Offline CSV stays preferred; the air-gapped default is unchanged.\n\n- mcp-server 3.6.1 → 3.7.0 (+ lock root version)\n- helm chart 2.6.1 → 2.7.0, appVersion/image → 3.7.0, artifacthub changes\n- CHANGELOG [3.7.0] + ROADMAP v3.7 shipped\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(release): v3.7.0 (#486)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-12T11:03:35Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f936cb7a6a3b538c0cef855772cdfc5171e494e1",
          "body": "… (#485)\n\n* feat(enrich_ips): optional online RDAP backend, OFF by default (issue #477)\n\nFor non-air-gapped operators who don't want to provision a MaxMind licence\njust to answer \"where is this IP / is it a datacenter\", enrich_ips can now\nfall back to an online RDAP lookup (RFC 9082/9083) over HTTPS\n[…]\nl happens unless the\noperator opts in; the air-gapped default is preserved.\n\nCo-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(enrich_ips): optional online RDAP backend, OFF by default (#477)…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-11T22:21:18Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7dfcaf71168bb0f4224a563a062d571fa7a561fb",
          "body": "Security + agent-feedback patch:\n\n- enrich_ips advertises IPv6 in its MCP tool description + ips param —\n  was IPv4-only in tools/list despite working since 3.4.0 (#476)\n- OpenSSL libssl3/libcrypto3 upgraded to 3.5.7-r0 in the runtime image,\n  clearing the Trivy base-image CVEs\n- 14 CodeQL alerts tr\n[…]\ncode already defensive) — no code change, recorded for audit\n\nmcp-server 3.6.0→3.6.1; helm chart 2.6.0→2.6.1 (appVersion 3.6.1). SDK unchanged.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(release): v3.6.1 (#484)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-11T21:50:44Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "18a15b5ea6251857d25607514cac4208e3f9fc71",
          "body": "…mage CVEs (#483)\n\nThe pinned node:26-alpine digest ships libcrypto3/libssl3 3.5.6-r0 — a\nbatch of ~15 OpenSSL CVEs Trivy flags on the image. The Alpine repo\nalready carries the 3.5.7-r0 fix, so the runtime stage now runs\n`apk upgrade --no-cache libcrypto3 libssl3` to pull just those packages\nat build time — no wait for a new base digest, no broad upgrade.\n\nVerified: image builds; libssl3 + libcrypto3 are 3.5.7-r0 in the result.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(docker): patch OpenSSL (libssl3/libcrypto3) to clear Trivy base-i…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-11T21:42:44Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "9f39ae80f73602e8ec3d738861bc58046c2c1764",
          "body": "…am (issue #476) (#482)\n\nIPv6 lookup shipped in 3.4.0 (#469) but the agent-facing tools/list\nsurface — the inline registerTool description + `ips` param in index.ts,\nwhich is what an agent actually reads — still said \"IPv4 addresses\". So\nan agent doing access-log geo classification would pre-filter \n[…]\ne to a v6\nliteral, and added the don't-pre-filter-v6 hint. Conformance assertion\n(live tools/list) guards the advertise surface; live-verified.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(enrich_ips): advertise IPv6 in the MCP tool description + ips par…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-11T21:30:59Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "13d5dce449d90e657baa5d30a9a311cc7dba1695",
          "body": "Closes the last v3.3 candidate — the SCIM Provisioning UI.\n\n- read-only SCIM Provisioning dashboard sub-tab + GET /api/provisioning\n  (admin-gated, secret-free view of IdP-pushed Users/Groups; configured:false\n  with a note when SCIM is disabled) (#480)\n\nmcp-server 3.5.0→3.6.0 (minor: additive feature); helm chart 2.5.0→2.6.0\n(appVersion 3.6.0). SDK unchanged. The v3.3 candidate set is now complete —\nevery item shipped.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(release): v3.6.0 (#481)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-11T21:09:43Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "5afb92832fee064694d0be23bc6364c27b0f0f4a",
          "body": "…b) (#480)\n\nCloses the last v3.3 candidate. A dashboard view of the Users/Groups an\nidentity provider has pushed via SCIM 2.0, without exposing the\ntoken-gated /scim/v2 API to a browser session.\n\n- scim/provisioning-view.ts: projectProvisioning(store) — a pure,\n  secret-free projection (userName/dis\n[…]\n count) + openapi. Live-verified end to end:\nno-SCIM → configured:false+note; SCIM-enabled → the pushed user appears\nprojected and secret-free.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(scim): read-only Provisioning UI sub-tab + /api/provisioning (C2…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-11T21:00:03Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a6f40e34140f18ec7e5978c4ad8d1e3b5edfe2ea",
          "body": "Candidate-cleanup release closing the remaining v3.3 candidates:\n\n- SCIM filter (<attr> eq) + startIndex/count pagination on GET /Users and\n  /Groups (RFC 7644); ServiceProviderConfig advertises filter.supported (#475)\n- custom post-mortem template engine via OMCP_POSTMORTEM_TEMPLATE\n  ({{token}} pl\n[…]\n 3.5.0). SDK unchanged. The SCIM Provisioning UI\nsub-tab is the one remaining v3.3 candidate (deferred — IdPs reconcile\ndirectly via /scim/v2).\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(release): v3.5.0 (#479)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-11T20:22:00Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "88791761fbb081e57dc1d10961936fc11492358d",
          "body": "generate_postmortem's markdown layout is now overridable. Set\nOMCP_POSTMORTEM_TEMPLATE to a file of {{token}} placeholders to match\nyour own incident-report format; unset → the built-in layout, unchanged.\n\n- synthesizer.ts: synthesizePostmortem accepts an optional `template`.\n  When set it renders v\n[…]\nation (known/unknown tokens, empty-section placeholders) +\ntool env-load (used when set, fallback when unset/unreadable). Docs:\npostmortems.md.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(postmortem): custom report template engine (v3.3 candidate) (#478)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-11T20:11:55Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2fc4f0d8f657192be3de2a8c1843c25a73f596cb",
          "body": "…nts (#475)\n\nSCIM 2.0 candidate. GET /Users and /Groups previously returned the whole\nlist with no filter — Okta requires `filter` for reconciliation and large\ndirectories need paging.\n\n- new scim/query.ts: parseScimFilter (eq on a string attr, or boolean for\n  `active eq true`; a non-eq/malformed f\n[…]\ntional UI Provisioning sub-tab is tracked\nseparately — IdPs reconcile directly via /scim/v2, so the dashboard view\nis lower-value and deferred.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(scim): filter + pagination on the Users/Groups collection endpoi…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-11T19:54:06Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b784e3dac2403bd20745c6b6ee74741c4bb6c672",
          "body": "…s (#473)\n\nThe \"strict-mode MkDocs build\" v3.3 candidate is already done: docs.yml\nruns `mkdocs build --strict`, so a broken cross-repo link fails CI today.\nVerified `mkdocs build --strict` is clean (exit 0, no warnings). Removed\nit from the candidate list with a one-line pointer — same roadmap-hygiene\nclass as the earlier reconcile.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(roadmap): strict-mode MkDocs already ships — drop from candidate…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-11T19:44:45Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f017944165b70e930a126767e5694eb96bdf517b",
          "body": "Roadmap-candidate release bundling five merged slices:\n\n- enrich_ips IPv6 + offline MaxMind GeoLite2 → CSV converter (v3.3 candidate, #469)\n- per-credential raw_query gating via OMCP_KEY_RAW_QUERY (v3.3 candidate, #470)\n- honest no-data/partial states across list_services / list_sources /\n  get_blas\n[…]\n two additive features); helm chart 2.3.2→2.4.0\n(appVersion 3.4.0). SDK unchanged. ROADMAP: the two shipped candidates moved\nto a v3.4 section.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(release): v3.4.0 (#472)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-11T19:22:00Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "48c438b3fca1f736454de792b57c7911591a98d6",
          "body": "…#468)\n\nThe \"CLI hash-password.mjs stays in sync\" guard reads the repo-root\nscripts/hash-password.mjs via ../../../scripts. The docker-first unit-test\ncommand mounts only mcp-server/ (`-v \"$(pwd)/mcp-server:/app\"`), so the\nrepo-root scripts/ dir is absent → the test ENOENT-failed on every local\nrun,\n[…]\nd out, so it runs and asserts exactly\nas before; a real move/rename of the script in CI still fails loudly. The\ndrift assertions are unchanged.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(ci): de-flake the hash-password sync test under a partial mount (…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-11T19:12:23Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2927e890b4595bed9bee3d22e398d247eb9aa5ea",
          "body": "…(R5 audit) (#471)\n\nA systematic sweep for the \"absent ≠ zero / silent-partial\" class behind\n#453/#462 turned up four remaining gaps; all fixed additively (existing\nsuccess-path output unchanged):\n\n- list_services: an empty result now says WHY — no backends configured,\n  discovery failed on all sour\n[…]\ning.\n\nTests: list_services no-data/all-failed/partial, list_sources no-data,\nblast-radius no-connector, postmortem no-signal banner + coverage.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(tools): honest no-data/partial states across the remaining tools …",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-11T19:06:27Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "1ed1e6efd7c08a6914e8d0b4df36f49c050a0f18",
          "body": "…andidate) (#470)\n\nraw_query was a global-only capability (OMCP_RAW_QUERY=on) — every session\nor none. Now a credential can be granted it individually, mirroring the\nOMCP_KEY_BYPASS_REDACTION precedent exactly.\n\n- credentials.ts: Credential.allowRawQuery, parsed from\n  OMCP_KEY_RAW_QUERY=\"agent,ci\" \n[…]\nbal enable\nstill works; anonymous with neither set stays gated off). Tests: credential\nparse, principalContext passthrough. Docs: raw-query.md.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(raw_query): per-credential gating via OMCP_KEY_RAW_QUERY (v3.3 c…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-11T18:53:13Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "3edfc475a6df7a9630cef35d4ef90ed052014e68",
          "body": "…#469)\n\nCloses the v3.3 candidate. enrich_ips previously skipped IPv6 rows and\nrejected IPv6 inputs; now both families are first-class.\n\n- ip-dataset.ts: ipv6ToBigInt (handles :: zero-compression + IPv4-mapped\n  tails) + parseCidr6 (128-bit BigInt ranges). The dataset keeps a\n  separate v6 range tab\n[…]\nts: v6 parse/cidr/lookup + v4/v6 independence, tool-level v6 input,\nand an e2e converter spawn test (wired into security.yml CI). Docs updated.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(enrich_ips): IPv6 support + offline GeoLite2 dataset converter (…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-11T18:39:47Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8b5a99cf21a7c22f0e209f1741e5c40a422941a8",
          "body": "The vision lists had drifted: several \"Next\"/\"Later\" items had already\nshipped, and a whole \"v3.0 — next\" block duplicated \"v3.0 — shipped\".\n\n- Removed the redundant \"v3.0 — next\" block (every item is under v3.0 — shipped).\n- Moved two shipped-but-unlisted features to \"Earlier — landed\": the\n  embed\n[…]\nrivate\n  `.claude/plans` directory in the v4.x blurb / deleted block.\n\nDocs-only; reviewer-verified each shipped/open claim against the source.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(roadmap): reconcile Next/Later against shipped state (#467)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-11T18:16:05Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "0fe2a588ba50f544f8cd30c20ee2dda92e558046",
          "body": "Agent-feedback patch bundling three fixes from two reports against 3.3.1\n(#462 and the reopened #452):\n\n- query_metrics reports no-data honestly (summary:null + note), not false\n  all-zeros, for a service with no matching series (#462)\n- query_logs error/no-data responses report `window` (the look-b\n[…]\n; helm chart 2.3.1→2.3.2 (appVersion 3.3.2).\nMetricResult.summary/MetricGroup.summary are now nullable (additive\nno-data state). SDK unchanged.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(release): v3.3.2 (#466)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-11T17:22:53Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8617e8eb3575b8d4eb971eeb278cef485f62d1e2",
          "body": "…ssue #452 leftover #2) (#465)\n\nThe reporter saw an intermittent Loki 400 on a label-filtered\ncount_over_time and wondered if the collapse path emits different LogQL\nwhen a filter is present. It does not: the label filter lives in the\nstreamPipeline (shared verbatim with the sum/topk path, which wor\n[…]\n` —\nbalanced and single-range-selector. No production change; the 400 is\nclassified as backend/transient (the emitted query is provably valid).\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test(loki): guard label-filtered count_over_time emits valid LogQL (i…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-11T17:12:23Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "cbd53e3275994aca9f88da0e53af189300891e4d",
          "body": "…ssue #452) (#464)\n\nThe fail-fast fix (S2) surfaced a stale field: the error / no-data\nresponses returned `duration` (the requested look-back window, e.g.\n\"5m\"), which an agent reads as elapsed wall-clock time — so a <1s fast\nfailure looks like a 5-minute hang, the very symptom the fix removed.\nRena\n[…]\n`. The success path is\nunchanged (it never carried the field).\n\nTest: a throwing connector → error response carries `window`, never `duration`.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(query_logs): report `window` not `duration` in error responses (i…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-11T17:08:28Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "5ae2bda63be67b63398507ce759127d30638b572",
          "body": "… zeros (issue #462) (#463)\n\nSibling of the #453A health fix, one level down in the raw metric tool.\nFor a logs-only service (no cpu/latency_p99 series), query_metrics\nreturned values:[] but summary:{current:0,...,trend:\"stable\"} — an agent\ntrusting the summary (as the description invites) reads \"CP\n[…]\ne.\n\nTests: computeSummary empty→null; queryMetrics no-data → values:[],\nsummary:null, note; health/handlers mocks updated to the null contract.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(metrics): query_metrics returns null summary (no-data), not false…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-11T17:03:00Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a28869120db6df8e415bf80a41797b3117373e33",
          "body": "Agent-feedback patch bundling six fixes from three structured agent\nreports against 3.3.0 (#452/#453/#455):\n\n- query_logs count_over_time without `by` collapses to one series (#452)\n- query_logs raw_query vector/matrix fails fast, not crashes (#452)\n- get_service_health honest no-data/unknown/not-fo\n[…]\nhanged. Health-score weighting now renormalises by active signals —\ndefault weights (sum 1.0) unchanged; custom non-1.0 weights shift slightly.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(release): v3.3.1 (#461)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-10T18:12:35Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ecf4e15478909eff2a65a6df91a81e167ea48a12",
          "body": "…t-usage guide (issue #455 follow-up) (#460)\n\nPer the #455 follow-up: the resource omcp://guide/agent-usage and\n/llms.txt disagreed — llms.txt pointed at Discussions, the guide (the\nchannel that reaches an in-session agent) only named the agent-report\ntemplate. Add the Discussions link to the guide'\n[…]\ntching the\ntester's layering recommendation (instructions = operational kernel;\nguide = full collab surface; llms.txt = setup/crawler surface).\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(ax): align collaboration pointers — Discussions link in the agen…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-10T17:58:09Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "29300bb22938fd762b9a0fc47751c670b8003e24",
          "body": "…verage (issue #453B) (#459)\n\nThe fleet scan discovered services only from metrics connectors, so a\nlog-only service was silently dropped — scanned 2 of 3 and the \"All\nservices healthy\" all-clear never said which one it skipped, even though\nthe tool advertises log-error-spike detection.\n\n- Discover \n[…]\nields kept (additive).\n\nTest: a metrics-only + a log-only connector → both scanned, log-only\nreports signals:[\"logs\"], summary names the count.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(detect-anomalies): scan log-only services + report per-service co…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-10T17:54:03Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "74ee9509b3e854b3071e0af6b8b86a0753854120",
          "body": "…(issue #453A) (#458)\n\nget_service_health coerced absent metrics to 0 and reported a confident\nscore:100 / \"healthy\" — even for a log-only service with zero metric\ncoverage, and even for a service that doesn't exist (a typo read as good\nnews). This was the one place the gateway handed an agent false\n[…]\num to 1.0, the\nrenormalisation slightly shifts the default-path score (more correct;\nold code could exceed 100 pre-clamp). Defaults unaffected.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(health): honest no-data / not-found instead of false 100/healthy …",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-10T17:43:16Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "16c92a1b6bcf916efc36803ef1177081dd2b0aa2",
          "body": "…s (issue #455) (#457)\n\n`initialize.instructions` is the one channel the MCP spec auto-injects\ninto an agent's context on connect — and it was empty, so the 3.3.0\nagent-usage guide (resource + llms.txt) only reached agents a human\npointed at it. Now the McpServer is constructed with a tight instruct\n[…]\nce instructions.\n\nLive-verified over the transport (instructions present, points at the\nguide + carries the rule); conformance assertion added.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(ax): populate initialize.instructions + golden rule in query_log…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-10T17:22:50Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ab68da8b7442882cf6ef27b910f72966b06597ef",
          "body": "…x (issue #452) (#456)\n\nA metric raw_query (e.g. sum(count_over_time(...))) returns Loki\nresultType vector/matrix, not streams. The streams parser then\ndereferenced undefined .stream/.values and crashed on `.level`, and the\n5m default duration meant it ran to timeout instead of erroring. Now we\nchec\n[…]\nor/matrix\") — surfaced\nby the handler as a structured Query-failed result. Normal log queries\n(resultType \"streams\", or absent) are unaffected.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(loki): fail fast when query_logs raw_query returns a vector/matri…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-10T17:11:34Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "fe52d64696106d07c08c7cc3fb88d37ab117eb3e",
          "body": "…e #452) (#454)\n\nA bucketed count_over_time over a `| json`-piped stream kept every\nextracted label (rid/ip/status/…) as its own series, so the headline\n\"requests over time\" use case (aggregate count_over_time, empty by)\nreturned a high-cardinality mess instead of ~N hourly buckets. sum/topk\nwere un\n[…]\n explicit by → `sum by(...) (...)` (unchanged). Updated the\nno-by unit test (it had encoded the buggy bare shape) + 4 sibling tests\nstay green.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(loki): count_over_time without `by` collapses to one series (issu…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-10T17:06:48Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8a8e70b4f90430b0667855ca21ec8f9c198d5060",
          "body": "Agent-experience release — the MCP surface is now self-describing and\nthe agent-collaboration loop a paved road:\n\n- MCP ToolAnnotations on all 12 tools (readOnlyHint etc.)\n- builtin MCP resources + prompts (omcp://guide/agent-usage,\n  triage-incident, write-postmortem) through the hook-wrapped seams\n[…]\nerified: no\npackages/sdk changes since the 3.2.1 tag). All features live-verified\nover the MCP transport and pinned by conformance tests in CI.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(release): v3.3.0 (#451)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-10T16:24:47Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "339c73199001b53c33398c130eaa5562e6d140d9",
          "body": "…h workflow) (#450)\n\nDistribution sprint: list the gateway on registry.modelcontextprotocol.io\nso MCP clients discover it natively.\n\n- server.json — metadata manifest (schema 2025-12-11): name\n  io.github.ThoTischner/observability-mcp (exactly matches the mcpName\n  already shipped in the live npm pa\n[…]\n-in-shell).\n\nReviewer-agent: BLOCK→fixed (description length per live schema) →\nSHIP-equivalent; both hardening nits applied (pin + env input).\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(dist): official MCP Registry presence (server.json + OIDC publis…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-10T08:15:42Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "44c1554f8941c3464cdccfd6006577794b0bdca0",
          "body": "The llms.txt convention (llmstxt.org) — a plain-text, LLM-friendly\nsummary at the server root. This gateway's primary audience IS an LLM\nagent, so it serves its own:\n\n- GET /llms.txt — generated at boot from the canonical tool registry\n  (registry-names.ts: name/category/summary for all 12 tools, so\n[…]\nes, for-agents link) — CI-persisted.\n\nReviewer-agent: SHIP (route is public in all auth modes; claims\nverified; mkdocs copies the static file).\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(ax): serve llms.txt on the gateway + docs site (#449)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-10T08:08:37Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2576b617fcfa2e48bce969c176716c514d34388c",
          "body": "… postmortem) (#448)\n\nAgent experience: the gateway now ships first-party MCP resources and\nprompts through the existing (previously void-ed) hook-wrapped\nregisterResource/registerPrompt seams:\n\n- resource `omcp://guide/agent-usage` (text/markdown) — the distilled,\n  agent-validated #415 workflow: f\n[…]\nargs), prompts/get with\narg interpolation. Conformance assertions added so all of it is\nCI-persisted (skip-guarded like the rest of the suite).\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(ax): builtin MCP resources + prompts (agent usage guide, triage,…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-10T07:39:02Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "98ff8064d9fbfc05803b9625f6ee321db819ba70",
          "body": "…#447)\n\nDistribution sprint: a GitHub visitor (human or agent) now sees the value\nprop before the chrome — the 0/10→10/10 blast-radius benchmark headline,\na two-line start+connect snippet, and the agent-first positioning\n(12 read-only tools, numbers-not-haystacks, For-Agents guide link) all\nsit abov\n[…]\nd into a <details> block — nothing removed, 8 stay visible.\n\nReviewer-agent: SHIP (rendering structure, claim accuracy, badge parity\nverified).\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(readme): benchmark headline + 30s connect above the badge wall (…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-10T07:36:07Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f10021284ab3d3886acc2dd428fc474e9c8b5325",
          "body": "…#444)\n\nAgent-collaboration sprint: make the loop that worked in issue #415 (an\nagent files a precise report → fixes ship → agent re-verifies) a paved\nroad instead of a happy accident.\n\n- .github/ISSUE_TEMPLATE/agent-report.yml — optional issue form encoding\n  the #415 report format (version, live t\n[…]\nr Agents\" as the second top-level entry.\n\nReviewer-agent: SHIP (accuracy cross-checked; the annotations claim\nrequired G1 merged first — done).\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(agents): for-agents guide + structured agent-report issue form (…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-10T07:17:25Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "ab1433483dc465e48868b87ac2177f9004937eae",
          "body": "Agent-experience hardening: every builtin tool now advertises MCP\nToolAnnotations ({title, readOnlyHint:true, destructiveHint:false,\nidempotentHint:true, openWorldHint:false}) via the SDK overload\ntool(name, description, schema, annotations, cb). All 12 tools are\nread-only query/list/diagnose paths \n[…]\nded\n(builtin tools must advertise readOnlyHint+title; federated namespaced\ntools exempt — they proxy upstream metadata).\n\nReviewer-agent: SHIP.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(ax): MCP ToolAnnotations on all 12 builtin tools (#443)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-10T06:59:54Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "5825b99446a0e48afa0af5703df02cac9d96759b",
          "body": "Hardening patch from a post-3.2.0 reachability/E2E audit (4 gap classes,\nadversarially verified):\n\n- fix: get_anomaly_history returns data again — it passed a complete\n  PromQL selector as `metric`, yielding invalid double-brace PromQL →\n  400 → silent \"no history\"; now routed via rawQuery (regressi\n[…]\nn 3.2.1,\nimage :3.2.1), and the SDK 3.1.0→3.2.1 (its published manifestSchema\ngained the new capability keys). Verified: typecheck, SDK parity.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(release): v3.2.1 (#442)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-09T22:10:58Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "f7b1cac51712b90af17aa1705096b93187286fe5",
          "body": "…lidation (#441)\n\nThe v3.2 audit flagged the Add-Source \"test-connection\" interaction as\nhaving no playwright coverage. Exercises the two real flows over the UI\nwith verified selectors:\n- Test Connection: open #source-modal → fill an unreachable URL →\n  #test-btn → assert #test-result gets `.show` (\n[…]\nlaywright config → runs in\nui-smoke CI against the demo stack. Reviewer-agent: SHIP (selectors +\nbehaviour verified against src/ui/index.html).\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test(ui): playwright coverage for Add-Source test-connection + URL va…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-09T21:59:08Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2079e258c6862202140f7c49320640fcbeedb4b5",
          "body": "…dit) (#440)\n\nThe v3.2 audit found the builtin connector manifests under-advertised\ntheir implemented capabilities (the Connectors UI renders `capabilities`,\nso operators saw an inaccurate surface):\n- loki implements queryLogAggregate (the query_logs aggregate path routes\n  to it) but advertised onl\n[…]\nns carry no SRI\ndigest (unlike hub connectors/), so no hash bump needed.\n\nReviewer-agent: SHIP (caps real, parity holds, no hash gate touched).\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(connectors): advertise real capabilities in builtin manifests (au…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-09T21:53:24Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "56c723f10ee1586db9bb9e050282e078b0345323",
          "body": "…mortems/audit/entitlement) (#439)\n\nThe v3.2 audit flagged several rail tabs with NO playwright coverage —\nsmoke.spec only covers dashboard/sources/services/health/topology, and\nproducts/playground/topology/access/policies/tables have dedicated specs.\nThis adds the same proven nav→#page-<id>-visible\n[…]\nns wherever the tab is exposed.\n\nDeeper interaction specs (sources test-connection, settings save, health\nsparkline) tracked separately as H3b.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test(ui): playwright render-smoke for previously-uncovered tabs (post…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-09T21:43:24Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "293b6827cfad3236e16de392b2fad51c2a1ca059",
          "body": "…udit (#438)\n\nBatch of stale-doc / description fixes (gap class 3 of the audit), each\nnow matching the code:\n\n- list_services: carry per-service `labels` (e.g. the Loki connector's\n  discoveredVia) through the dedup merge so docs/loki.md's claim is true\n  — the metadata was computed then silently dr\n[…]\nmalies→record()\n  history hook IS wired (was described as deferred/F15b-pending).\n\nReviewer-agent: SHIP (every claim re-verified against code).\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(docs+wiring): correct stale docs/descriptions found by the v3.2 a…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-09T21:36:42Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8ad5061a9ddcd79f9731efd54f0148a52151afc8",
          "body": "…ort (#437)\n\nCloses the gap that let #415 ship: a param can be ADVERTISED in\ntools/list yet silently stripped by the SDK before reaching the handler,\nand an advertise-only assertion passes anyway. These run over the real\n/mcp Streamable-HTTP transport against the booted demo stack (live in\nintegrati\n[…]\nover MCP and returns a CallToolResult\n  (no -32xxx) — per-tool transport coverage for all 12 tools.\n\nPart of the post-#415 E2E-hardening sweep.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test(conformance): real tools/call behavioral E2E over the MCP transp…",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-09T21:13:17Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "0c0682b7b33192731707ae969c76bbcc1e1ed90e",
          "body": "…(was wired-but-dead) (#436)\n\nFound by the v3.2 reachability audit. get_anomaly_history hand-builds a\ncomplete PromQL selector (omcp_anomaly_score{service=\"x\",method=\"mad\"})\nand passed it as the `metric` arg. The Prometheus connector's curated\npath wraps a bare metric in `{ {{selector}} }`, so an al\n[…]\nsion test pins it: the connector receives rawQuery = the verbatim\nselector, `metric` carries no brace, exactly one brace block. Reviewer: SHIP.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(anomaly-history): route omcp_anomaly_score selector via rawQuery …",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-09T21:04:53Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "b529ebdaaa50e5ad0aeab4ebd4939414f849a08c",
          "body": "Agent-usability release — closes the remaining points from the\nreal-world feedback in issue #415 (the log-side #1/#2 shipped in 3.1.x):\n\n- query_metrics `labels` equality filter (#4)\n- raw_query passthrough for query_metrics/query_logs, capability-gated\n  default off (#3)\n- enrich_ips tool — offline\n[…]\n_ips present. Full\nsuite 303 passing. Reviewer-agent: SHIP (version consistency + flag\nnames + air-gapped property cross-checked against code).\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore(release): v3.2.0 (#435)",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-09T19:30:11Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "0415827bb268b0f6bee11349ec9ffd5d3ca5e882",
          "body": "…dataset (issue #415 Gap B) (#434)\n\nNew MCP tool `enrich_ips`: resolves a batch of IPv4 addresses to geo\n(country/city), ASN/org, and a hosting/proxy flag — the three things\nevery traffic/abuse/security investigation needs per IP, and the\nhosting flag is what separates real humans from bots/datacent\n[…]\nrmance\nadvertise. Live-verified end-to-end. Docs: docs/ip-enrichment.md + nav.\nReviewer-agent: SHIP (air-gapped property + CIDR math verified).\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(enrich): offline enrich_ips tool — geo/ASN/hosting from a local …",
          "author_name": "Thomas Tischner",
          "author_login": "ThoTischner",
          "committed_at": "2026-06-09T19:14:33Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "52ee47d08731798345a81bedf723da2958878e2f",
          "body": "…) (#433)\n\nIn an anonymous deployment (no OMCP_API_KEYS) the per-call\n`bypass_redaction: true` arg could never succeed: the bypass requires\nthe calling credential to be in OMCP_KEY_BYPASS_REDACTION, and there is\nno named credential to add. The only lever was the blunt global\nOMCP_REDACTION=off. A se\n[…]\no per-request bypass\ntoday\" section (per-call bypass already shipped) and aligned the\nbypass_redaction param description. Reviewer-agent: SHIP.\n\nCo-authored-by: Claude Opus 4.7 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(redaction): anonymous-friendly per-call bypass (issue #415 Gap A…",
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            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 11,
            "inputs": {
              "forks": 1,
              "stars": 6,
              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "6 stars",
                "points": 11.3,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "1 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 1
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "has_pull_request_template": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 6.3,
                "status": "met",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "moderate",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 55,
            "inputs": {
              "packages": [
                "@thotischner/observability-mcp"
              ],
              "dependents": null,
              "ecosystems": "npm",
              "total_downloads": null,
              "monthly_downloads": 2001
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "2,001 downloads/month across npm",
                "points": 44,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 2001,
                      "ecosystems": "npm"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 58,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 13,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 1,
              "top_contributor_share": 1
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 3,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "merged_prs": 495,
              "open_issues": 0,
              "closed_issues": 15,
              "issue_closed_ratio": 1,
              "closed_unmerged_prs": 38
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "100% of issues closed",
                "points": 46.8,
                "status": "met",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "495/533 decided PRs merged",
                "points": 35.5,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 495,
                      "decided": 533
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/16 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 54,
            "inputs": {
              "followers": 17,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "ThoTischner",
              "public_repos": 43,
              "account_age_days": 4265
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "17 followers of ThoTischner",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 17,
                      "login": "ThoTischner"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "43 public repos, account ~11 yr old",
                "points": 24,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 43
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 11
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "@thotischner/observability-mcp"
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              "ecosystems": "npm",
              "any_deprecated": false,
              "min_days_since_publish": 5
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on npm",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "npm"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 5 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 5
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "42 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 42
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 81,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "25 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 25
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                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "ai-agents",
                "anomaly-detection",
                "anthropic",
                "claude",
                "gateway",
                "helm",
                "kubernetes",
                "llm",
                "loki",
                "mcp",
                "mcp-server",
                "model-context-protocol",
                "monitoring",
                "observability",
                "prometheus",
                "sre"
              ],
              "has_wiki": true,
              "homepage": "https://www.npmjs.com/package/@thotischner/observability-mcp",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://www.npmjs.com/package/@thotischner/observability-mcp",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "16 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 16
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 62,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": null,
            "notes": [],
            "value": 57,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 18,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 0,
              "scorecard_aggregate": 5.7
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            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
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              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/16 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 15 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 9",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is run on all commits",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "11 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "good",
            "name": "Dependency advisories",
            "note": "Matched the npm:@thotischner/observability-mcp@3.9.3 runtime dependency closure — what installing the published package pulls in — 330 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "npm:@thotischner/observability-mcp@3.9.3",
                  "assessed": 330
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 84,
            "inputs": {
              "source": "osv",
              "advisories": 2,
              "affected_packages": 2,
              "assessed_packages": 330,
              "unassessed_packages": 0,
              "affected_by_severity": "high 1, moderate 1",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "2 affected: brace-expansion 2.1.2 (high 7.5), @hono/node-server 1.19.15 (moderate 5.9)",
                "points": 8.7,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 2,
                      "packages": "brace-expansion 2.1.2 (high 7.5), @hono/node-server 1.19.15 (moderate 5.9)"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
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                "status": "met",
                "details": [
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              {
                "key": "openssf_scorecard_pinned_dependencies",
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                "max_points": 10
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            "key": "ai_code_legibility",
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            "key": "ai_interfaces",
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            "name": "Machine-readable interfaces",
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                "points": 0,
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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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  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-25T23:49:25.694062Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/t/ThoTischner/observability-mcp.svg",
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}

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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.

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