Öffentliches RegisterMittel
Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-24 06:33 UTC
twjackysu / TWSEMCPServer
台灣證交所OpenAPI 的 MCP Server 同時整合部分即時報價和櫃檯買賣中心TPEx OpenAPI, 臺灣期貨交易所TAIFEX OpenAPI
twjackysu/TWSEMCPServer erreicht einen Gesundheitsindex von 59 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Vitality (89/100) ab, am schwächsten bei Security (46/100). Zuletzt vor 3 Tagen aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.
59
gesamt / 100Software-Gesundheitsindex
Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.
59
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
Bewertungsprofil
Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.
Eigentümerschaft
Jacky SuPersönliches Konto
13 Follower32 öffentliche Reposseit Juni 2017
Dieses Repository gehört einem persönlichen Konto. Ein Projekt mit nur einem Eigentümer trägt ein höheres Kontinuitätsrisiko als ein organisationsgetragenes.
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
89
Wie die Bewertung erfolgt
| 36/36 | Push-Aktualität — letzter Push vor 3 Tagen |
| 16.6/36 | Commit-Rhythmus — 24/52 Wochen mit Commits |
| 18/18 | Commit-Volumen — 155 Commits im letzten Jahr |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
Verwendete Eingangsdaten
| commits_last_year | 155 |
| human_commit_share | 1 |
| days_since_last_push | 3 |
| active_weeks_last_year | 24 |
Release-Disziplin
100Exzellent
Wie die Bewertung erfolgt
| 27/27 | Liefert Releases aus — 13 Releases veröffentlicht |
| 36/36 | Release-Aktualität — letztes Release vor 4 Tagen |
| 27/27 | Release-Rhythmus — ein Release etwa alle 9,3 Tage |
| 0/10 | OpenSSF Scorecard: Signed-Releases — keine Daten |
Verwendete Eingangsdaten
| releases_count | 13 |
| latest_release_tag | v1.8.0 |
| releases_from_tags | nein |
| days_since_latest_release | 4 |
| mean_days_between_releases | 9,3 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.
Community & Verbreitung
Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?
48
Popularität & Verbreitung
47Gefährdet
Wie die Bewertung erfolgt
| 34.4/60 | Stars — 133 Stars |
| 13/25 | Forks — 37 Forks |
| 0/15 | Watcher — 0 Watcher |
Verwendete Eingangsdaten
| forks | 37 |
| stars | 133 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community-Gesundheit
50Mittel
Wie die Bewertung erfolgt
| 22.5/22.5 | README |
| 22.5/22.5 | Lizenz — anerkannte Lizenz (MIT) |
| 0/18 | CONTRIBUTING-Leitfaden |
| 0/13.5 | Verhaltenskodex |
| 0/7.2 | Issue-Vorlage |
| 0/6.3 | PR-Vorlage |
Verwendete Eingangsdaten
| has_readme | ja |
| has_license | ja |
| has_contributing | nein |
| has_issue_template | nein |
| has_code_of_conduct | nein |
| has_pull_request_template | nein |
Nachhaltigkeit & Governance
Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?
47
Maintainer-Resilienz (Bus-Faktor)
15Kritisch
Wie die Bewertung erfolgt
| 9/54 | Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab |
| 1/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 96 % der Commits |
| 5.4/13.5 | Breite der Beitragenden — 4 Beitragende |
| 0/10 | OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
Verwendete Eingangsdaten
| bus_factor | 1 |
| contributors_sampled | 4 |
| top_contributor_share | 0,957 |
Wie die Bewertung erfolgt
| 44.5/46.8 | Issue-Lösungsquote — 95 % der Issues geschlossen |
| 36.3/38.3 | PR-Annahme — 37/39 entschiedene PRs gemergt |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 1/13 approved changesets -- score normalized to 0 |
Verwendete Eingangsdaten
| merged_prs | 37 |
| open_issues | 1 |
| closed_issues | 20 |
| issue_closed_ratio | 0,952 |
| closed_unmerged_prs | 2 |
Eigentümerschaft & Trägerschaft
52Mittel
Wie die Bewertung erfolgt
| 10/30 | Organisatorische Trägerschaft — persönliches (Nutzer-)Konto |
| 0/20 | Verifizierte Domain — für Nutzerkonten nicht anwendbar |
| 8.2/25 | Reichweite des Inhabers — 13 Follower von twjackysu |
| 23.1/25 | Kontohistorie — 32 öffentliche Repos, Kontoalter ca. 9 Jahre |
Verwendete Eingangsdaten
| followers | 13 |
| owner_type | User |
| is_verified | — |
| owner_login | twjackysu |
| public_repos | 32 |
| account_age_days | 3.318 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Verifizierte Domain. Die verbleibenden Gewichte wurden renormalisiert.
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
61
Engineering-Praktiken
68Mittel
Wie die Bewertung erfolgt
| 24/24 | CI-Workflows — 2 Workflow(s) |
| 24/24 | Tests vorhanden |
| 0/16 | Linter-Konfiguration |
| 0/9.6 | Pre-Commit-Hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 13 out of 13 merged PRs checked by a CI test -- score normalized to 10 |
Verwendete Eingangsdaten
| has_ci | ja |
| has_tests | ja |
| has_editorconfig | nein |
| has_linter_config | nein |
| has_precommit_config | nein |
Dokumentation
50Mittel
Wie die Bewertung erfolgt
| 30/30 | README |
| 0/25 | Dokumentationsverzeichnis |
| 0/15 | Dokumentations-/Homepage-Site |
| 10/10 | Repository-Beschreibung |
| 10/10 | Topics — 5 Topics |
| 0/10 | Wiki |
Verwendete Eingangsdaten
| topics | analysis, mcp, mcp-server, questions-and-answers, trading |
| has_wiki | nein |
| homepage | — |
| has_readme | ja |
| has_docs_dir | nein |
| has_description | ja |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
46
Sicherheitslage
46Gefährdet
Wie die Bewertung erfolgt
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — keine Daten |
| 2.5/2.5 | CI-Tests — 13 out of 13 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 1/13 approved changesets -- score normalized to 0 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Lizenz — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — keine Daten |
| 6.8/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 47 existing vulnerabilities detected |
Verwendete Eingangsdaten
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 4,6 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): branch_protection, signed_releases. Die verbleibenden Gewichte wurden renormalisiert.
Abhängigkeits-Advisories
45Gefährdet
Wie die Bewertung erfolgt
| 5.3/35 | Direkte Abhängigkeiten ohne bekannte Advisories — 3 betroffen: fastmcp 2.12.3 (critical 10.0), mcp 1.27.0 (high 7.6), requests 2.32.4 (moderate 5.5) |
| 0/25 | Indirekte Abhängigkeiten ohne bekannte Advisories — transitive Menge in diesem Bereich nicht von Entwicklungs- und Test-Abhängigkeiten trennbar |
| 28.8/40 | Keine offenen Advisories — 2 Paket(e) mit Advisory seit über 90 Tagen unbehandelt; ältestes vor 267 Tagen veröffentlicht |
Verwendete Eingangsdaten
| source | osv |
| advisories | 87 |
| affected_packages | 15 |
| assessed_packages | 76 |
| unassessed_packages | 5 |
| affected_by_severity | critical 2, high 7, moderate 5, low 1 |
| direct_affected_packages | 3 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Indirekte Abhängigkeiten ohne bekannte Advisories. Die verbleibenden Gewichte wurden renormalisiert. 76 aufgelöste Abhängigkeiten wurden mit OSV abgeglichen. 5 konnten nicht bewertet werden — keine aufgelöste Version, ein nicht unterstütztes Ökosystem oder außerhalb der ausgewiesenen Paketliste. Dieses Repository veröffentlicht kein Paket, das der Index auflöst; bewertet wurde daher der Abhängigkeitsgraph des Repositorys. Dieser Graph vermischt Entwicklungs- und Test-Pins mit ausgelieferten Abhängigkeiten, daher werden nur die deklarierten Laufzeit-Abhängigkeiten bewertet; transitive Befunde werden als Kontext ausgewiesen und fließen nicht in die Bewertung ein. 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.
54
AI-Agentenkontext & Leitlinien
85Exzellent
Wie die Bewertung erfolgt
| 45/45 | Agentenanweisungen — CLAUDE.md |
| 0/15 | Maschinenlesbare Doku (llms.txt) |
| 40/40 | Lesbare Commit-Historie — 97 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text) |
Verwendete Eingangsdaten
| has_llms_txt | nein |
| legible_history_share | 0,97 |
| agent_instruction_files | CLAUDE.md |
| agent_instruction_max_bytes | 12.651 |
AI-Verify-Loop (Build / Test / Typprüfung)
42Gefährdet
Wie die Bewertung erfolgt
| 0/18 | Bootstrap mit einem Befehl |
| 22/22 | Automatisierte Tests |
| 0/11 | Lint-/Format-Konfiguration |
| 0/11 | Statische Typprüfung |
| 10/10 | Reproduzierbare Umgebung — Dockerfile, lockfile |
| 10/10 | Belegte Agentenpraxis — 7 der letzten 100 Commits von Agenten verfasst oder ihnen zugeschrieben |
| 0/8 | Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Verwendete Eingangsdaten
| has_nix | nein |
| has_tests | ja |
| lockfiles | uv.lock |
| has_dockerfile | ja |
| typed_language | nein |
| bootstrap_files | — |
| has_devcontainer | nein |
| has_linter_config | nein |
| typecheck_configs | — |
| agent_commit_share | 0,07 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
AI-Code-Lesbarkeit für Modelle
55Mittel
Wie die Bewertung erfolgt
| 0/45 | Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration |
| 55/55 | Handhabbare Dateigrößen — 0/103 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | Python |
| largest_source_bytes | 20.862 |
| source_files_sampled | 103 |
| oversized_source_files | 0 |
Maschinenlesbare AI-Schnittstellen
20Kritisch
Wie die Bewertung erfolgt
| 0/40 | API-Schema (OpenAPI/GraphQL/proto) |
| 20/20 | MCP-Server |
| 0/40 | Lauffähige Beispiele |
Verwendete Eingangsdaten
| example_dirs | — |
| has_mcp_signal | ja |
| api_schema_files | — |
Eckdaten
133GitHub-Sterne
4Mitwirkende
155Commits, letzte 12 Monate
3Tage seit letztem Push
13Releases
1Bus-Faktor
1offene Issues
PyPIPaket-Ökosysteme
Warnungen zur Datenerhebung
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- Could not fetch pypi package 'twstockmcpserver' from its registry
Weitere Details
Stern- und Fork-Verlauf 0 ★ / 37 ⇿
0Sterne
37Forks
9Releases
Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.
Major 1Minor 4Patch 4
OpenSSF Scorecard 4.6 / 10
4.6Gesamtwert
Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).
| 10 | Binary-Artifacts | no binaries found in the repo |
| k. A. | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 10 | CI-Tests | 13 out of 13 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 1/13 approved changesets -- score normalized to 0 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10 |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| k. A. | Signed-Releases | no releases found |
| 9 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 47 existing vulnerabilities detected |
Direkte Abhängigkeiten 4
| Registry | Paket | Versionsvorgabe | Manifest |
|---|---|---|---|
| PyPI | fastmcp | ==2.12.3 | pyproject.toml |
| PyPI | httpx | >=0.28.1 | pyproject.toml |
| PyPI | mcp | >=1.9.3 | pyproject.toml |
| PyPI | requests | >=2.32.4 | pyproject.toml |
Alle Abhängigkeiten 81
Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 5 direkte und 76 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.
| Registry | Paket | Version | Beziehung |
|---|---|---|---|
| PyPI | fastmcp | 2.12.3 | direkt |
| PyPI | httpx | 0.28.1 | direkt |
| PyPI | mcp | — | direkt |
| PyPI | mcp | 1.27.0 | direkt |
| PyPI | requests | 2.32.4 | direkt |
| PyPI | annotated-types | 0.7.0 | indirekt |
| PyPI | anyio | 4.9.0 | indirekt |
| PyPI | attrs | 25.3.0 | indirekt |
| PyPI | authlib | 1.7.0 | indirekt |
| PyPI | certifi | 2025.7.14 | indirekt |
| PyPI | cffi | 1.17.1 | indirekt |
| PyPI | charset-normalizer | 3.4.2 | indirekt |
| PyPI | click | 8.2.2 | indirekt |
| PyPI | colorama | 0.4.6 | indirekt |
| PyPI | coverage | 7.11.0 | indirekt |
| PyPI | cryptography | 45.0.5 | indirekt |
| PyPI | cyclopts | 4.11.0 | indirekt |
| PyPI | dnspython | 2.7.0 | indirekt |
| PyPI | docstring-parser | 0.17.0 | indirekt |
| PyPI | docutils | 0.22 | indirekt |
| PyPI | email-validator | 2.2.0 | indirekt |
| PyPI | exceptiongroup | 1.3.0 | indirekt |
| PyPI | h11 | 0.16.0 | indirekt |
| PyPI | httpcore | 1.0.9 | indirekt |
| PyPI | httpx-sse | 0.4.1 | indirekt |
| PyPI | idna | 3.10 | indirekt |
| PyPI | iniconfig | 2.1.0 | indirekt |
| PyPI | isodate | 0.7.2 | indirekt |
| PyPI | joserfc | 1.6.4 | indirekt |
| PyPI | jsonschema | 4.25.0 | indirekt |
| PyPI | jsonschema-path | 0.4.5 | indirekt |
| PyPI | jsonschema-specifications | 2025.4.1 | indirekt |
| PyPI | lazy-object-proxy | 1.12.0 | indirekt |
| PyPI | markdown-it-py | 3.0.0 | indirekt |
| PyPI | markupsafe | 3.0.3 | indirekt |
| PyPI | mdurl | 0.1.2 | indirekt |
| PyPI | more-itertools | 10.7.0 | indirekt |
| PyPI | openapi-core | 0.23.1 | indirekt |
| PyPI | openapi-pydantic | 0.5.1 | indirekt |
| PyPI | openapi-schema-validator | 0.8.1 | indirekt |
| PyPI | openapi-spec-validator | 0.8.5 | indirekt |
| PyPI | packaging | 25.0 | indirekt |
| PyPI | pathable | 0.5.0 | indirekt |
| PyPI | pluggy | 1.6.0 | indirekt |
| PyPI | pycparser | 2.22 | indirekt |
| PyPI | pydantic | 2.11.7 | indirekt |
| PyPI | pydantic-core | 2.33.2 | indirekt |
| PyPI | pydantic-settings | 2.10.1 | indirekt |
| PyPI | pygments | 2.19.2 | indirekt |
| PyPI | pyjwt | 2.12.1 | indirekt |
| PyPI | pyperclip | 1.9.0 | indirekt |
| PyPI | pytest | — | indirekt |
| PyPI | pytest | 8.4.2 | indirekt |
| PyPI | pytest-asyncio | — | indirekt |
| PyPI | pytest-asyncio | 1.2.0 | indirekt |
| PyPI | pytest-cov | — | indirekt |
| PyPI | pytest-cov | 7.0.0 | indirekt |
| PyPI | pytest-mock | — | indirekt |
| PyPI | pytest-mock | 3.15.1 | indirekt |
| PyPI | pytest-rerunfailures | 16.2 | indirekt |
| PyPI | python-dotenv | 1.1.1 | indirekt |
| PyPI | python-multipart | 0.0.20 | indirekt |
| PyPI | pywin32 | 311 | indirekt |
| PyPI | pyyaml | 6.0.2 | indirekt |
| PyPI | referencing | 0.37.0 | indirekt |
| PyPI | rfc3339-validator | 0.1.4 | indirekt |
| PyPI | rich | 14.1.0 | indirekt |
| PyPI | rich-rst | 1.3.1 | indirekt |
| PyPI | rpds-py | 0.26.0 | indirekt |
| PyPI | shellingham | 1.5.4 | indirekt |
| PyPI | six | 1.17.0 | indirekt |
| PyPI | sniffio | 1.3.1 | indirekt |
| PyPI | sse-starlette | 3.0.2 | indirekt |
| PyPI | starlette | 0.47.2 | indirekt |
| PyPI | twstockmcpserver | 0.1.0 | indirekt |
| PyPI | typer | 0.16.0 | indirekt |
| PyPI | typing-extensions | 4.15.0 | indirekt |
| PyPI | typing-inspection | 0.4.1 | indirekt |
| PyPI | urllib3 | 2.5.0 | indirekt |
| PyPI | uvicorn | 0.35.0 | indirekt |
| PyPI | werkzeug | 3.1.8 | indirekt |
Abhängigkeits-Advisories 15
Dieses Repository veröffentlicht kein vom Index auflösbares Paket, daher wurde sein eigener Abhängigkeitsgraph bewertet – 76 Pakete, darunter auch Entwicklungs- und Test-Pins, die nie ausgeliefert werden: 15 tragen bekannte Advisories, davon 3 direkte. 5 konnten nicht bewertet werden – keine aufgelöste Version, ein nicht unterstütztes Ökosystem, oder außerhalb der ausgewiesenen Paketliste.
| Paket | Version | Beziehung | Schweregrad | Advisories | Behoben in |
|---|---|---|---|---|---|
| fastmcp | 2.12.3 | direkt | kritisch | 14 | 3.2.0 |
| cryptography | 45.0.5 | indirekt | kritisch | 7 | 48.0.1 |
| mcp | 1.27.0 | direkt | hoch | 6 | 1.28.1 |
| click | 8.2.2 | indirekt | hoch | 1 | 8.3.3 |
| joserfc | 1.6.4 | indirekt | hoch | 4 | 1.6.8 |
| pyjwt | 2.12.1 | indirekt | hoch | 9 | 2.13.0 |
| python-multipart | 0.0.20 | indirekt | hoch | 14 | 0.0.31 |
| starlette | 0.47.2 | indirekt | hoch | 12 | 1.3.1 |
| urllib3 | 2.5.0 | indirekt | hoch | 8 | 2.7.0 |
| requests | 2.32.4 | direkt | mittel | 2 | 2.33.0 |
| authlib | 1.7.0 | indirekt | mittel | 2 | 1.7.1 |
| idna | 3.10 | indirekt | mittel | 2 | 3.15 |
| pytest | 8.4.2 | indirekt | mittel | 2 | 9.0.3 |
| python-dotenv | 1.1.1 | indirekt | mittel | 2 | 1.2.2 |
| pygments | 2.19.2 | indirekt | niedrig | 2 | 2.20.0 |
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
{
"data": {
"repo": {
"topics": [
"analysis",
"mcp",
"mcp-server",
"questions-and-answers",
"trading"
],
"is_fork": false,
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"headline": "Merge pull request #60 from twjackysu/fix/test-helpers-chunked-encodi…",
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"headline": "Merge pull request #54 from twjackysu/feat/taifex-tier1-history-tools",
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"body": "NEW_TOOLS_PLAN.md Tier 1 (TAIFEX half, completing #53's TWSE half). All\n4 hit www.taifex.com.tw/cht/3/*Down HTML-form download endpoints, which\naccept arbitrary date ranges unlike their openapi.taifex.com.tw\ncounterparts (latest-day-only, verified in #49).\n\nNew tools:\n- get_put_call_ratio_history — \n[…]\ny::TestLargeTradersOIFuturesAPI. Confirmed\nvia direct curl with the correct Accept header — genuine upstream\nchange, not caused by anything in this PR. Not fixed here; flagging for\nseparate follow-up.",
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"body": "feat: add TWSE Tier 1 historical-data tools (5 new tools)",
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"headline": "Merge pull request #53 from twjackysu/feat/twse-tier1-history-tools",
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"headline": "docs: update TWSE Web API tool count (6 -> 11) for Tier 1 tools",
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"body": "Every sibling tool in this batch (get_foreign_holdings_history,\nget_market_valuation_by_date) supports filtering by exact stock_no in\naddition to name substring match. This one was missing it by oversight.",
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"headline": "fix: add missing stock_no filter to get_all_stocks_daily_close",
"author_name": "Jacky Su",
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"committed_at": "2026-07-18T06:07:56Z",
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"body": "…istory\n\nweek/month were never actually tested before this shipped in the same PR.\nLive-checked: BFI82U doesn't accept a single dayDate+type combo for all\nthree — each period uses a different param name and date encoding\n(dayDate=YYYYMMDD for day, weekDate + a specific Friday-anchored week-start\nval\n[…]\nentirely rather than half-implementing the other\ntwo encodings — the tool now only does what it verifiably does: query the\nmarket-level institutional buy/sell amounts for a single arbitrary past\ndate.",
"is_bot": false,
"headline": "fix: drop broken period param from get_market_institutional_amounts_h…",
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"headline": "feat: add TWSE Tier 1 historical-data tools (5 new tools)",
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"body": "Catalogs endpoints on www.twse.com.tw and www.taifex.com.tw that expose\nreal historical data but aren't yet wrapped as tools — every entry was\nverified live with requests, not guessed from docs. Tiered by value;\nTier 1 (9 tools) implemented next.",
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"headline": "docs: add plan for TWSE/TAIFEX historical-data tool gaps",
"author_name": "Jacky Su",
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"body": "…link-bug\n\nfix: wrap bare www.taifex.com.tw domain in code span to prevent autolink breakage",
"is_bot": false,
"headline": "Merge pull request #51 from twjackysu/fix/readme-fullwidth-paren-auto…",
"author_name": "Jacky Su",
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"body": "…ink breakage\n\nGitHub's markdown autolinker doesn't treat full-width （） as URL boundary\ndelimiters (only ASCII parens), so a bare \"www.taifex.com.tw\" wrapped in\nfull-width （） in README.md got autolinked together with the rest of the\nsentence into one giant broken link. Wrapped the domain in backticks in\nboth README.md and README_en-us.md (the latter used half-width parens so\nwasn't broken, but backticks are more robust either way).",
"is_bot": false,
"headline": "fix: wrap bare www.taifex.com.tw domain in code span to prevent autol…",
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"body": "…istory-tools\n\ndocs: document TAIFEX historical tools and new prompts in README",
"is_bot": false,
"headline": "Merge pull request #50 from twjackysu/docs/update-readme-for-taifex-h…",
"author_name": "Jacky Su",
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"body": null,
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"headline": "docs: add TAIFEX website download source to CLAUDE.md overview",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-07-17T23:49:17Z",
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"body": "- Add a data-source table row for the 2 new www.taifex.com.tw history\n tools (futures daily OHLC, 三大法人 futures position history),\n distinct from the existing TAIFEX OpenAPI row since openapi.taifex.com.tw\n has no historical query support at all.\n- Add an \"Advanced Features\" section covering the 4\n[…]\ntaifex_derivatives, institutional_flow, company_fundamental_healthcheck,\n pre_trade_risk_scan) that had no mention anywhere in the README.\n\nBoth README.md and README_en-us.md updated to stay in sync.",
"is_bot": false,
"headline": "docs: document TAIFEX historical tools and new prompts in README",
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"body": "feat: add TAIFEX futures/institutional historical data tools",
"is_bot": false,
"headline": "Merge pull request #49 from twjackysu/feat/taifex-historical-data-tools",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-07-17T23:44:55Z",
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"oid": "2e89a8edaeffcb56e662f0c5354b7605c766a458",
"body": "…tools\n\nparse_yyyymmdd() and the DateTime-error/CSV-parsing logic were copy-pasted\nacross futures_daily_history.py and institutional_futures_history.py.\nMoved both into futures_daily_history.py and imported them from\ninstitutional_futures_history.py, matching the existing TAIFEX_HEADERS\npattern (def\n[…]\nintroducing a new register_tools-less helper file.\n\nNo behavior change — re-verified both tools live through the FastMCP\ntool manager and reran tests/e2e/test_taifex_history_api.py after the\nrefactor.",
"is_bot": false,
"headline": "refactor: dedupe Big5 CSV parsing between the two new TAIFEX history …",
"author_name": "Jacky Su",
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"body": "openapi.taifex.com.tw has no historical query support at all — verified\nby testing every date-bearing field/param name against all 135 of its\nendpoints; the only two OHLC-bearing endpoints (DailyMarketReportFut/Opt,\nalready wrapped by get_daily_futures_market_report/get_daily_options_market_report)\n\n[…]\nother client method assumes.\n\nAdded tests/e2e/test_taifex_history_api.py asserting the CSV column\norder these tools access by index, per the \"Adding New Tools\" convention\nfor non-TWSE-OpenAPI sources.",
"is_bot": false,
"headline": "feat: add TAIFEX futures/institutional historical data tools",
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"body": "docs: update Prefect Horizon URLs",
"is_bot": false,
"headline": "Merge pull request #47 from twjackysu/fix/update-prefect-horizon-urls",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-07-14T13:20:17Z",
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"body": null,
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"headline": "docs: update Prefect Horizon URLs to horizon.prefect.io",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-07-14T13:19:33Z",
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{
"oid": "d6d678a4b8809e01aee6fa0faf252b7a7ddc98d3",
"body": "…age-note\n\ndocs: restore hosted MCP option with usage limit and Prefect Horizon attribution",
"is_bot": false,
"headline": "Merge pull request #46 from twjackysu/docs/restore-hosted-mcp-with-us…",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-07-14T06:43:45Z",
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{
"oid": "ca6584ad04ee7b97f68c9c19f828edd2dd2a974d",
"body": null,
"is_bot": false,
"headline": "docs: mention Prefect Horizon paid plan as a commercial-use option",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-07-14T05:49:49Z",
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{
"oid": "69c7fcd491dc5a45a9106f89c6bf7cd8c0aba003",
"body": "The specific \"500 calls/month\" figure was outdated. Updated to describe\na general fair-use limit instead, and reworded the hosting note to\ncredit Prefect Horizon as powering the project.",
"is_bot": false,
"headline": "docs: correct hosted-MCP usage note",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-07-14T05:46:26Z",
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"body": "…attribution\n\nRe-adds the remote (streamable_http) MCP config block that was removed in #36,\nnow framed as one option among self-hosting rather than the default. Adds an\nexplicit note that the free tier is capped at 500 tool calls/month from end of\nAugust 2026, points commercial/high-volume users to\n[…]\n Horizon paid plan, and thanks Prefect Horizon for hosting the\nproject for free during the beta.\n\nEndpoint verified reachable (GET returns 405, expected for an MCP POST-only\nstreamable_http endpoint).",
"is_bot": false,
"headline": "docs: restore hosted MCP option with usage limit and Prefect Horizon …",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-07-14T05:33:45Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "86c2362459466fec3cccb08381c94f0aeaa53d11",
"body": "feat: add 4 new prompt templates (TAIFEX, institutional flow, fundamentals, risk scan)",
"is_bot": false,
"headline": "Merge pull request #44 from twjackysu/feat/add-4-prompt-templates",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-07-09T08:43:10Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a0c4569a0740090ba3cefff49a611dc7bdc3238c",
"body": "… fundamentals, risk\n\nThe existing 5 prompts (trend, foreign investment, dividend, hotspot,\nscreening) leave several tool categories with zero prompt guidance:\n- 16 TAIFEX futures/options tools (tools/taifex/) had no prompt at all\n- 三大法人 (institutional investor) flow tools were scattered across\n ot\n[…]\nr by name, OTC lists filter by\n stock_no — kept distinct per each tool's actual signature)\n\nRegistered all 4 in server.py via @mcp.prompt, updated the prompt\ncount in CLAUDE.md/AGENTS.md from 5 to 9.",
"is_bot": false,
"headline": "feat: add 4 new prompt templates covering TAIFEX, institutional flow,…",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-07-09T08:33:52Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "a8bc1c1bd04eca0001e73b07f54ffc02ea6f3d70",
"body": "docs: localize prompt templates, remove fabricated example data",
"is_bot": false,
"headline": "Merge pull request #43 from twjackysu/docs/localize-fix-prompt-templates",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-07-09T08:16:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f40ac79b3033082d030df0832900619e7ccef6ab",
"body": "perf: cache OpenAPI list responses in TWSEAPIClient",
"is_bot": false,
"headline": "Merge pull request #42 from twjackysu/perf/cache-openapi-list-responses",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-07-09T08:15:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5ee03a8bcc42fd770af9bc1a6874cc6784ce686a",
"body": "All 5 prompt templates were English-only despite Chinese tool output\nand a Taiwanese audience, and mixed real tool-usage guidance with\n\"example output\" sections containing concrete invented numbers (e.g.\nforeign_investment_analysis_prompt hardcoded \"TSMC (2330): 78%\nforeign holding, near investment \n[…]\n output-format sections using bracketed placeholders instead of\n invented figures\n- twse_stock_trend_prompt's forced \"bullish/bearish\" conclusion\n changed to allow neutral/insufficient-data outcomes",
"is_bot": false,
"headline": "docs: localize prompt templates, remove fabricated example data",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-07-09T08:09:33Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "563cf106fa3162955d5f588cbafea4bf0e98662c",
"body": "fetch_company_data() re-downloads the entire endpoint (often 1000+\nrows) and filters client-side for every single-company lookup. A\nprompt that chains several company tools (profile, dividend, revenue,\netc.) re-fetches the same full list once per tool within seconds.\n\nAdd a short-TTL in-memory cache\n[…]\n Safe\nfor OpenAPI data (company/governance/financial lists update at most\ndaily); does not touch fetch_json (MIS realtime, legacy exchangeReport,\nTPEx, TAIFEX) which callers already handle separately.",
"is_bot": false,
"headline": "perf: cache OpenAPI list responses in TWSEAPIClient",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-07-09T08:06:25Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "a027e815fde8369da1b9369d2e1ec06ff08643b0",
"body": "docs: remove stale handle_empty_response references",
"is_bot": false,
"headline": "Merge pull request #41 from twjackysu/docs/fix-stale-decorator-refs",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-07-09T08:05:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0a50dd0aa2e9ea54c9eb7f6ececf480950e2fe60",
"body": "The decorator was removed from utils/decorators.py in a prior\nrefactor, but CLAUDE.md still instructed contributors to use it.\nPoint to the actual pattern (explicit empty check + MSG_NO_DATA).",
"is_bot": false,
"headline": "docs: remove stale handle_empty_response references",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-07-09T08:04:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8e2453395f2e717f1122898f653ddce5a45dfbb7",
"body": null,
"is_bot": false,
"headline": "Use shared upstream skip helper for TAIFEX E2E tests",
"author_name": "clancy",
"author_login": "clancyclaw",
"committed_at": "2026-07-03T19:05:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9a272c265ac7ee17af5aac218e4bc64a0574461a",
"body": "docs: remove hosted MCP URL, add discontinuation notice",
"is_bot": false,
"headline": "Merge pull request #36 from twjackysu/docs/remove-hosted-mcp-url",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-07-03T02:50:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e668016e922ca601cc42f63565578339216cea7a",
"body": null,
"is_bot": false,
"headline": "docs: soften hosted-service notice to no-longer-recommended",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-07-03T02:37:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b8e533dba68dd7d2a8dc5139f72f550d76910306",
"body": "Horizon (third-party hosting platform) is capping free usage to\n500 tool calls/month from end of August 2026. This project is\nnon-profit open-source, so the hosted remote MCP option is\ndiscontinued in favor of Docker/local install.",
"is_bot": false,
"headline": "docs: remove hosted MCP URL, add discontinuation notice",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-07-03T02:29:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "26880a1125ec29ce56f0ca6939c97e46b71cc385",
"body": null,
"is_bot": false,
"headline": "fix: remove Glama",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-06-28T03:26:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "63139c920b34deb857a420b6d9dab058bc407639",
"body": null,
"is_bot": false,
"headline": "fix: fix api test",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-06-28T03:18:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0bfe0225fd6855aa52187fa9fc8b092e47390da1",
"body": null,
"is_bot": false,
"headline": "fix: update README.md",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-06-28T02:57:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c0499c29dc68dc85e32a9cc6809000f9cabf5e59",
"body": "feat(otc): expand TPEx coverage from 3 to 10 tools",
"is_bot": false,
"headline": "Merge pull request #35 from twjackysu/feat/tpex-expand-otc-tools",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-06-28T02:31:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7c8dcfb89e8fedaefeab0a3c1da138d2e6b12ff0",
"body": "Add 7 new OTC tools from tpex.org.tw/openapi:\n- get_otc_margin_balance: 上櫃融資融券餘額\n- get_otc_warning_stocks: 上櫃注意股\n- get_otc_disposal_stocks: 上櫃處置股\n- get_otc_exright: 今日除權息\n- get_otc_odd_lot: 零股行情\n- get_otc_index: 櫃買指數\n- get_otc_institutional_summary: 三大法人彙總\n\nAdd tests/helpers.py with fetch_or_skip() \n[…]\nndpoint\nremoved = real breakage). Update existing 3 OTC test classes to use it.\nRemove redundant test_api_returns_data_with_filter_key tests.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat(otc): expand TPEx coverage from 3 to 10 tools",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-06-27T17:14:59Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "aae5d46e710dcbe4782a560acb6a88f3b4fffd04",
"body": "refactor: Phase 4 — api_client dedup, fix shadowing, unify limit default, extract truncate",
"is_bot": false,
"headline": "Merge pull request #27 from twjackysu/refactor/phase-4-polish",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-06-06T02:48:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3dd36e8adbc1e67767f8ae91f02adf0ff4440098",
"body": "…mit default, extract truncate\n\n- api_client: extract _throttle() + _request() shared helpers; fetch_data\n and fetch_json now delegate to _request instead of duplicating rate-limit\n + GET + timestamp logic (Template Method / DRY)\n- formatters: fix format_list_response inner function shadowing the\n\n[…]\nding/market.py: stays at 395 lines (just below 400 threshold), no split\n\nVerified byte-for-byte: 0 changed / 154 tools vs live TWSE/TPEx API.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "refactor(phase-4): polish — dedup api_client, fix shadowing, unify li…",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-06-06T02:26:36Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "7d6b83e4190163c01341eeccaf2b525742c3b07e",
"body": "refactor: Phase 3 — table-drive list tools via create_list_tool factory",
"is_bot": false,
"headline": "Merge pull request #26 from twjackysu/refactor/phase-3-list-tool-factory",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-06-06T02:15:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2f88143ccd0b7b20f85cd046773fb9992247bb4d",
"body": "Collapse the ubiquitous \"fetch list → optional name filter → paginate\"\nboilerplate into a single factory (Factory + Strategy): per-tool rendering\nis supplied as a formatter strategy, everything else declared in a table.\n\n- Add create_list_tool factory in utils/tool_factory.py\n- trading/market.py: 17\n[…]\nept explicit.\n\nVerified byte-for-byte: all 154 tool outputs identical pre/post refactor\nagainst the live TWSE/TPEx API (0 changed / 154 tools).\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
"is_bot": false,
"headline": "refactor(phase-3): table-drive list tools via create_list_tool factory",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-06-06T02:11:56Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "af90f6f5b16d783ed73d9a7803d831394af4b8a6",
"body": "refactor: Phase 0–2 — dead code removal, unified error handling, table-driven tools",
"is_bot": false,
"headline": "Merge pull request #25 from twjackysu/refactor/phase-0-remove-dead-code",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-06-06T01:50:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dc6f71b332872f5baa1761ab88e986608914cb3e",
"body": "…r handling\n\nReplace 22 boilerplate fetch_company_data + format_properties tools with\nmodule-level data tables and create_company_tool factory loop:\n\n- basic_info.py: 17 simple tools → SIMPLE_BASIC_INFO_TOOLS table (623→503 lines)\n- financials.py: 5 simple tools → SIMPLE_FINANCIAL_TOOLS table\n- tool\n[…]\ns\n\nAlso clean up basic_info.py: remove dead defaultdict import, simplify\ndeficient-list comprehension, inline single-field formatter lambdas.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "refactor(phase-2): table-drive simple company tools, fix factory erro…",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-06-05T14:36:11Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "021381c943ac6f90757bcb297e4a5f57b8472407",
"body": "Replace 37 inline try/except blocks across 9 tool modules with the\n@handle_api_errors() decorator. Error message (MSG_QUERY_FAILED) is\nidentical; decorator additionally logs with context via logger.error().\n\n- tools/company/basic_info.py (12 tools)\n- tools/company/esg.py (3 tools)\n- tools/c\n[…]\n (5 tools)\n- tools/trading/dividend_schedule.py (1 tool)\n- tools/trading/etf.py (1 tool)\n- tools/trading/warrants.py (4 tools)\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "refactor(phase-1): replace manual try/except with @handle_api_errors",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-06-05T14:25:26Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "78f8d97ed7904987d378bc226b067282e74f10f6",
"body": "- Delete stray debug/CI artifacts: check_registration.py, pr_body.json\n- Delete models/ layer (MarketInfo, BrokerInfo, RealTimeStats never used)\n- Remove handle_empty_response decorator (zero call sites)\n- Remove dead data_type param from handle_api_errors; clean 54 call sites\n- Remove dead constants MSG_QUERY_FAILED_WITH_CODE, MSG_MORE_RECORDS\n- Clean unused imports in formatters.py and utils/__init__.py\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "refactor(phase-0): remove dead code and unify decorator signature",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-06-05T14:08:46Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "c5ce36b25a30778ba9cdef01010d1bee99e02e40",
"body": "All tools that return list data now accept limit (default 50) and\noffset parameters for pagination. Tools with name/company fields\nalso accept a name keyword filter. format_list_response updated\nto support offset and show range info in headers.\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: add limit/offset/name pagination to all list tools",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-05-22T11:47:00Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "6e2fd7920eaa6b90253bfe839052a60db21c9465",
"body": null,
"is_bot": false,
"headline": "fix: fix schema changes",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-05-21T15:48:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e11dbac9033c4554a02d92c31590750a4b6abbbf",
"body": "Root cause: TWSE updated their live API but not their swagger.json — a real schema drift.\n\nChanges made:\n\nstaticFiles/swagger_decoded.json: Updated the local schema snapshot to match the live API:\nt187ap46_L_12: Added 公司名稱 field after 公司代號\nt187ap46_L_8: Split one combined field (with a comma in the \n[…]\nnitions.py: Swapped preference to use the local file first — TWSE's swagger.json frequently lags behind their actual API, which would keep producing false positives if we relied on it as the baseline.",
"is_bot": false,
"headline": "fix: fix API schema changes",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-05-20T16:27:33Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "3faa16b2ddd325d048f9fb267f8a8afae21b6410",
"body": null,
"is_bot": false,
"headline": "test: add pytest-rerunfailures",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-05-13T13:44:13Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "89d0ab163040ac23a7df6ce0113368ede102ca63",
"body": null,
"is_bot": false,
"headline": "fix: change to scope=\"class\" for tests",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-05-13T12:58:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b18b494512d909bf64e7da45558d0d56c8d848a4",
"body": null,
"is_bot": false,
"headline": "chore: update README.md, CLAUDE.md",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-05-07T12:22:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "68483150219f1fe5e84fec3617077c91b12d2926",
"body": "…investors\n\n[Bot Refactor] feat: add TWSE listed stocks three major institutional investors tools",
"is_bot": false,
"headline": "Merge pull request #21 from twjackysu/feat/twse-listed-institutional-…",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-05-07T12:09:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e8d96699aa21959b4186aee2356abbffc267cc9d",
"body": null,
"is_bot": false,
"headline": "fix: fix error",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-05-07T12:08:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "19d9038aa8be5c4937945ffcd98713a531332c0e",
"body": "Add two MCP tools for querying TWSE listed stocks (上市) 三大法人\n(foreign investors, investment trusts, dealers) daily net buy/sell data\nvia the TWSE T86 API endpoint.\n\nTools added:\n- get_twse_institutional_investors_summary(date): Returns top 30 stocks\n by absolute institutional net buy/sell for a give\n[…]\nrift detection: validates all 19 field names and indices\n- Data integrity: ensures data is non-empty and parseable\n- Stock filter: verifies row[0] is stock code and key indices are correct\n\nCloses #20",
"is_bot": false,
"headline": "feat: add TWSE listed stocks three major institutional investors tools",
"author_name": "jacky-openclaw",
"author_login": "trend-jacky-su",
"committed_at": "2026-05-06T16:31:49Z",
"body_truncated": true,
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},
{
"oid": "28baeddb0fb804f7335b052a47602718c6f441fb",
"body": null,
"is_bot": false,
"headline": "chore: update README.md",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-04-26T12:33:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "41dba124b4bd376c2f905a6245ea867c915c56e5",
"body": null,
"is_bot": false,
"headline": "fix: fix docker image issue",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-04-26T12:19:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "35b5e3b8ff2870bc09e3a5e2959d07c497989126",
"body": null,
"is_bot": false,
"headline": "fix: add taifex test to workflow",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-04-26T11:54:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fea30706697fda1824197b2a57b77f0c00083f83",
"body": null,
"is_bot": false,
"headline": "chore: update README.md, CLAUDE.md",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-04-26T11:01:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3023216511bdaf63c523b9e14965266b6d708a56",
"body": "get_institutional_traders_by_futures、get_institutional_traders_by_options、get_institutional_traders_calls_puts\nget_options_delta（需指定 contract_month，避免 7845 筆爆量）、get_options_oi_change\nget_index_futures_margin、get_stock_futures_margin（可用股票代號或期貨代碼查詢）\nget_annual_trading_volume、get_monthly_trading_statistics",
"is_bot": false,
"headline": "feat: add 9 tools",
"author_name": "Jacky Su",
"author_login": "twjackysu",
"committed_at": "2026-04-26T10:55:39Z",
"body_truncated": false,
"is_coding_agent": false
},
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"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 100,
"inputs": {
"releases_count": 13,
"latest_release_tag": "v1.8.0",
"releases_from_tags": false,
"days_since_latest_release": 4,
"mean_days_between_releases": 9.3
},
"components": [
{
"key": "ships_releases",
"name": "Ships releases",
"detail": "13 releases published",
"points": 27,
"status": "met",
"details": [
{
"code": "releases_published",
"params": {
"count": 13
}
}
],
"max_points": 27
},
{
"key": "release_recency",
"name": "Release recency",
"detail": "latest release 4 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 4
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~9.3 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 9.3
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"name": "Abandonment",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"cap": null,
"state": "maintained",
"guards": [],
"signals": [],
"red_flag": false,
"multiplier_pct": 100,
"declared_reason": null,
"unverified_reason": null,
"unanswered_open_prs": null,
"unanswered_open_issues": null,
"days_since_last_merged_pr": null,
"days_since_last_human_commit": 3,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
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"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_maintained",
"params": {
"days": 3
}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "at_risk",
"name": "Community & Adoption",
"value": 48,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "at_risk",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 47,
"inputs": {
"forks": 37,
"stars": 133,
"watchers": 0,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "133 stars",
"points": 34.4,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 133
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "37 forks",
"points": 13,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 37
}
}
],
"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": "moderate",
"name": "Community health",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": false,
"has_issue_template": false,
"has_code_of_conduct": false,
"has_pull_request_template": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (MIT)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "MIT"
}
}
],
"max_points": 22.5
},
{
"key": "contributing_guide",
"name": "CONTRIBUTING guide",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "code_of_conduct",
"name": "Code of conduct",
"detail": null,
"points": 0,
"status": "missed",
"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": 0,
"status": "missed",
"details": [],
"max_points": 6.3
}
]
}
],
"description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
},
{
"key": "governance",
"band": "at_risk",
"name": "Sustainability & Governance",
"value": 47,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "critical",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 15,
"inputs": {
"bus_factor": 1,
"contributors_sampled": 4,
"top_contributor_share": 0.957
},
"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 96% of commits",
"points": 1,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 96
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "4 contributors",
"points": 5.4,
"status": "partial",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 4
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 81,
"inputs": {
"merged_prs": 37,
"open_issues": 1,
"closed_issues": 20,
"issue_closed_ratio": 0.952,
"closed_unmerged_prs": 2
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "95% of issues closed",
"points": 44.5,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 95
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "37/39 decided PRs merged",
"points": 36.3,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 37,
"decided": 39
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 1/13 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"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 52,
"inputs": {
"followers": 13,
"owner_type": "User",
"is_verified": null,
"owner_login": "twjackysu",
"public_repos": 32,
"account_age_days": 3318
},
"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": "13 followers of twjackysu",
"points": 8.2,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 13,
"login": "twjackysu"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "32 public repos, account ~9 yr old",
"points": 23.1,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 32
}
},
{
"code": "account_age_years",
"params": {
"years": 9
}
}
],
"max_points": 25
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "moderate",
"name": "Engineering Quality",
"value": 61,
"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": "2 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 2
}
}
],
"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": "13 out of 13 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"topics": [
"analysis",
"mcp",
"mcp-server",
"questions-and-answers",
"trading"
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"has_wiki": false,
"homepage": null,
"has_readme": true,
"has_docs_dir": false,
"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": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"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": "5 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 5
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 46,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"branch_protection",
"signed_releases"
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}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 46,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 16,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 2,
"scorecard_aggregate": 4.6
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "13 out of 13 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 1/13 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"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": "no update tool detected",
"points": 0,
"status": "missed",
"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 3 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 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 6.8,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "47 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "at_risk",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 76 resolved dependencies against OSV; 5 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"indirect_dependencies_free_of_known_advisories"
]
}
},
{
"code": "weights_renormalized",
"params": {}
},
{
"code": "advisories_scope_repository",
"params": {
"assessed": 76
}
},
{
"code": "advisories_unassessed",
"params": {
"count": 5
}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 45,
"inputs": {
"source": "osv",
"advisories": 87,
"affected_packages": 15,
"assessed_packages": 76,
"unassessed_packages": 5,
"affected_by_severity": "critical 2, high 7, moderate 5, low 1",
"direct_affected_packages": 3
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "3 affected: fastmcp 2.12.3 (critical 10.0), mcp 1.27.0 (high 7.6), requests 2.32.4 (moderate 5.5)",
"points": 5.3,
"status": "partial",
"details": [
{
"code": "advisories_affected",
"params": {
"count": 3,
"packages": "fastmcp 2.12.3 (critical 10.0), mcp 1.27.0 (high 7.6), requests 2.32.4 (moderate 5.5)"
}
}
],
"max_points": 35
},
{
"key": "indirect_dependencies_free_of_known_advisories",
"name": "Indirect dependencies free of known advisories",
"detail": "transitive set not separable from development and test dependencies in this scope",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_scope_not_separable",
"params": {}
}
],
"max_points": 25
},
{
"key": "no_advisories_left_outstanding",
"name": "No advisories left outstanding",
"detail": "2 advisory-carrying package(s) unaddressed past 90 days; oldest published 267 days ago",
"points": 28.8,
"status": "partial",
"details": [
{
"code": "advisories_stale",
"params": {
"days": 90,
"count": 2,
"oldest": 267
}
}
],
"max_points": 40
}
]
},
{
"key": "malicious_dependencies",
"band": "excellent",
"name": "Malicious dependencies",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"source": "osv",
"meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
"packages": [],
"red_flag": false,
"assessed_packages": 76,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
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"red_flag": false,
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"warnings": [
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"Could not fetch pypi package 'twstockmcpserver' from its registry"
],
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"license_state": "standard",
"license_spdx": "MIT"
}Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.
Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.27.0 — vollständige Methodik · Metriken-Wiki.
Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken.