Öffentliches RegisterMittel
Software-GesundheitsberichtSchema 0.23.0 · Metriken 1.13.0 · 2026-07-21 21:11 UTC
jacob-bd / perplexity-web-mcp
MCP server and Anthropic API-compatible interface for Perplexity AI web interface
jacob-bd/perplexity-web-mcp erreicht einen Gesundheitsindex von 60 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Vitality (82/100) ab, am schwächsten bei Security (27/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.
60
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.
60
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
Jacob BDPersönliches Konto
336 Follower19 öffentliche Reposseit Feb. 2019
Dieses Repository gehört einem persönlichen Konto. Ein Projekt mit nur einem Eigentümer trägt ein höheres Kontinuitätsrisiko als ein organisationsgetragenes.
Paket-Ökosysteme
| Registry | Paket | Version | Downloads / Monat | Versionen | Zuletzt veröffentlicht | Tags |
|---|---|---|---|---|---|---|
| PyPI | perplexity-web-mcp-cli | 0.14.2 | 1.799 | 45 | vor 6 Tagen | perplexityaimcpanthropicapiclient |
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
82
Wie die Bewertung erfolgt
| 36/36 | Push-Aktualität — letzter Push vor 0 Tagen |
| 12.5/36 | Commit-Rhythmus — 18/52 Wochen mit Commits |
| 18/18 | Commit-Volumen — 148 Commits im letzten Jahr |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10 |
Verwendete Eingangsdaten
| commits_last_year | 148 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 18 |
Release-Disziplin
90Exzellent
Wie die Bewertung erfolgt
| 27/27 | Liefert Releases aus — 47 Releases veröffentlicht |
| 36/36 | Release-Aktualität — letztes Release vor 6 Tagen |
| 27/27 | Release-Rhythmus — ein Release etwa alle 7,3 Tage |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Verwendete Eingangsdaten
| releases_count | 47 |
| latest_release_tag | v0.14.2 |
| releases_from_tags | nein |
| days_since_latest_release | 6 |
| mean_days_between_releases | 7,3 |
Community & Verbreitung
Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?
49
Popularität & Verbreitung
46Gefährdet
Wie die Bewertung erfolgt
| 35.2/60 | Stars — 149 Stars |
| 10.8/25 | Forks — 21 Forks |
| 0/15 | Watcher — 2 Watcher |
Verwendete Eingangsdaten
| forks | 21 |
| stars | 149 |
| watchers | 2 |
| growth_state | organic |
| growth_factor_pct | 100 |
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 |
Wie die Bewertung erfolgt
| 43.4/80 | Downloads pro Monat — 1.799 Downloads/Monat über pypi |
| 0/20 | Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen |
Verwendete Eingangsdaten
| packages | perplexity-web-mcp-cli |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 1.799 |
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?
60
Maintainer-Resilienz (Bus-Faktor)
10Kritisch
Wie die Bewertung erfolgt
| 9/54 | Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab |
| 0/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 100 % der Commits |
| 1.4/13.5 | Breite der Beitragenden — 1 Beitragende |
| 0/10 | OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
Verwendete Eingangsdaten
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
Reaktionsfähigkeit bei Issues & PRs
85Exzellent
Wie die Bewertung erfolgt
| 46.8/46.8 | Issue-Lösungsquote — 100 % der Issues geschlossen |
| 38.2/38.3 | PR-Annahme — 2/2 entschiedene PRs gemergt |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 1/30 approved changesets -- score normalized to 0 |
Verwendete Eingangsdaten
| merged_prs | 2 |
| open_issues | 0 |
| closed_issues | 14 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 0 |
Eigentümerschaft & Trägerschaft
62Mittel
Wie die Bewertung erfolgt
| 10/30 | Organisatorische Trägerschaft — persönliches (Nutzer-)Konto |
| 0/20 | Verifizierte Domain — für Nutzerkonten nicht anwendbar |
| 18.2/25 | Reichweite des Inhabers — 336 Follower von jacob-bd |
| 21.5/25 | Kontohistorie — 19 öffentliche Repos, Kontoalter ca. 7 Jahre |
Verwendete Eingangsdaten
| followers | 336 |
| owner_type | User |
| is_verified | — |
| owner_login | jacob-bd |
| public_repos | 19 |
| account_age_days | 2.714 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Verifizierte Domain. Die verbleibenden Gewichte wurden renormalisiert.
Paketpflege
100Exzellent
Wie die Bewertung erfolgt
| 25/25 | Veröffentlicht & auflösbar — 1 Paket(e) auf pypi |
| 35/35 | Veröffentlichungsaktualität — letzte Veröffentlichung vor 6 Tagen |
| 20/20 | Versionshistorie — 45 veröffentlichte Versionen |
| 20/20 | Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen |
Verwendete Eingangsdaten
| packages | perplexity-web-mcp-cli |
| ecosystems | pypi |
| any_deprecated | nein |
| min_days_since_publish | 6 |
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
70
Wie die Bewertung erfolgt
| 24/24 | CI-Workflows — 2 Workflow(s) |
| 24/24 | Tests vorhanden |
| 16/16 | Linter-Konfiguration |
| 9.6/9.6 | Pre-Commit-Hooks |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — 0 out of 1 merged PRs checked by a CI test -- score normalized to 0 |
Verwendete Eingangsdaten
| has_ci | ja |
| has_tests | ja |
| has_editorconfig | nein |
| has_linter_config | ja |
| has_precommit_config | ja |
Dokumentation
65Mittel
Wie die Bewertung erfolgt
| 30/30 | README |
| 25/25 | Dokumentationsverzeichnis |
| 0/15 | Dokumentations-/Homepage-Site |
| 10/10 | Repository-Beschreibung |
| 0/10 | Topics |
| 0/10 | Wiki |
Verwendete Eingangsdaten
| topics | — |
| has_wiki | nein |
| homepage | — |
| has_readme | ja |
| has_docs_dir | ja |
| has_description | ja |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
27
Sicherheitslage
27Kritisch
Wie die Bewertung erfolgt
| 0/7.5 | Binary-Artifacts — binaries present in source code |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — 0 out of 1 merged PRs checked by a CI test -- score normalized to 0 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 1/30 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 13 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — keine Daten |
| 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 — Project has not signed or included provenance with any releases. |
| 6.8/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 0/7.5 | Vulnerabilities — 48 existing vulnerabilities detected |
Verwendete Eingangsdaten
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 2,7 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): packaging. Die verbleibenden Gewichte wurden renormalisiert.
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.
72
AI-Agentenkontext & Leitlinien
85Exzellent
Wie die Bewertung erfolgt
| 45/45 | Agentenanweisungen — AGENTS.md, CLAUDE.md |
| 0/15 | Maschinenlesbare Doku (llms.txt) |
| 40/40 | Lesbare Commit-Historie — 89 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text) |
Verwendete Eingangsdaten
| has_llms_txt | nein |
| legible_history_share | 0,89 |
| agent_instruction_files | AGENTS.md, CLAUDE.md |
| agent_instruction_max_bytes | 3.987 |
Wie die Bewertung erfolgt
| 18/18 | Bootstrap mit einem Befehl — Justfile |
| 22/22 | Automatisierte Tests |
| 11/11 | Lint-/Format-Konfiguration |
| 11/11 | Statische Typprüfung — pyrightconfig.json, src/perplexity_web_mcp/py.typed |
| 10/10 | Reproduzierbare Umgebung — lockfile |
| 10/10 | Belegte Agentenpraxis — 19 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 | nein |
| typed_language | nein |
| bootstrap_files | Justfile |
| has_devcontainer | nein |
| has_linter_config | ja |
| typecheck_configs | pyrightconfig.json, src/perplexity_web_mcp/py.typed |
| agent_commit_share | 0,19 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Wie die Bewertung erfolgt
| 27/45 | Typprüfbarer Code — JavaScript mit Typprüfungs-Konfiguration (pyrightconfig.json, src/perplexity_web_mcp/py.typed) |
| 43.7/55 | Handhabbare Dateigrößen — 404/1.966 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | JavaScript |
| largest_source_bytes | 4.197.994 |
| source_files_sampled | 1.966 |
| oversized_source_files | 404 |
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
149GitHub-Sterne
1Mitwirkende
148Commits, letzte 12 Monate
0Tage seit letztem Push
47Releases
1Bus-Faktor
0offene Issues
PyPIPaket-Ökosysteme
Warnungen zur Datenerhebung
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
- deps.dev does not index pypi:perplexity-web-mcp-cli@0.14.2; advisories assessed against the repository dependency graph instead
Weitere Details
Stern- und Fork-Verlauf 149 ★ / 21 ⇿
149Sterne
21Forks
21Releases
Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.
Major 0Minor 5Patch 16
OpenSSF Scorecard 2.7 / 10
2.7Gesamtwert
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).
| 0 | Binary-Artifacts | binaries present in source code |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 0 | CI-Tests | 0 out of 1 merged PRs checked by a CI test -- score normalized to 0 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 1/30 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 13 issue activity found in the last 90 days -- score normalized to 10 |
| k. A. | Packaging | packaging workflow not 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 |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 9 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 0 | Vulnerabilities | 48 existing vulnerabilities detected |
Direkte Abhängigkeiten 13
| Registry | Paket | Versionsvorgabe | Manifest |
|---|---|---|---|
| PyPI | curl-cffi | >=0.15.0,<1.0 | pyproject.toml |
| PyPI | loguru | >=0.7.3,<1.0 | pyproject.toml |
| PyPI | orjson | >=3.11.6,<4.0 | pyproject.toml |
| PyPI | pydantic | >=2.12.5,<3.0 | pyproject.toml |
| PyPI | tenacity | >=9.1.2,<10.0 | pyproject.toml |
| PyPI | tomli | >=2.0.0,<3.0 | pyproject.toml |
| PyPI | python-dotenv | >=1.0.0,<2.0 | pyproject.toml |
| PyPI | rich | >=13.0.0,<15.0 | pyproject.toml |
| PyPI | rich-click | >=1.8 | pyproject.toml |
| PyPI | fastmcp | >=2.14.4,<3.0 | pyproject.toml |
| PyPI | fastapi | >=0.115.0,<1.0 | pyproject.toml |
| PyPI | uvicorn | >=0.30.0,<1.0 | pyproject.toml |
| PyPI | httpx | >=0.27.0,<1.0 | pyproject.toml |
Alle Abhängigkeiten nicht erhoben
Der aufgelöste Abhängigkeitssatz konnte für diesen Bericht nicht erhoben werden: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
JSON-Rohbericht maschinenlesbar
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"tag": "v0.11.1",
"kind": "patch",
"published_at": "2026-05-09T21:54:59Z"
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{
"tag": "v0.11.0",
"kind": "minor",
"published_at": "2026-05-09T21:44:44Z"
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{
"tag": "v0.10.8",
"kind": "patch",
"published_at": "2026-05-08T00:52:12Z"
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{
"tag": "v0.10.7",
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"kind": "patch",
"published_at": "2026-04-21T21:23:39Z"
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{
"tag": "v0.10.2",
"kind": "patch",
"published_at": "2026-04-14T20:13:16Z"
},
{
"tag": "v0.10.1",
"kind": "patch",
"published_at": "2026-04-14T17:44:32Z"
},
{
"tag": "v0.10.0",
"kind": "minor",
"published_at": "2026-03-21T20:19:43Z"
},
{
"tag": "v0.9.5",
"kind": "patch",
"published_at": "2026-03-16T18:21:11Z"
},
{
"tag": "v0.9.4",
"kind": "patch",
"published_at": "2026-03-14T23:44:50Z"
},
{
"tag": "v0.9.3",
"kind": "patch",
"published_at": "2026-03-13T22:02:20Z"
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{
"tag": "v0.9.2",
"kind": "patch",
"published_at": "2026-03-12T19:23:23Z"
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"kind": "patch",
"published_at": "2026-03-12T01:54:04Z"
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"tag": "v0.9.0",
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"published_at": "2026-03-11T16:38:01Z"
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"published_at": "2026-03-08T18:34:44Z"
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"published_at": "2026-03-05T21:12:26Z"
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{
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"kind": "minor",
"published_at": "2026-03-05T20:44:26Z"
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"tag": "v0.7.2",
"kind": "patch",
"published_at": "2026-03-01T19:17:40Z"
},
{
"tag": "v0.7.1",
"kind": "patch",
"published_at": "2026-02-25T16:57:49Z"
},
{
"tag": "v0.7.0",
"kind": "minor",
"published_at": "2026-02-25T04:34:12Z"
},
{
"tag": "v0.6.0",
"kind": "minor",
"published_at": "2026-02-20T04:27:19Z"
},
{
"tag": "v0.5.9",
"kind": "patch",
"published_at": "2026-02-20T03:34:25Z"
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"body": "Perplexity renamed Sonar to Sonar 2 (API id still `experimental`). Live\ntesting confirmed Sonar queries consume 1 Pro Search — all docs, skills,\nMCP tool descriptions, CLI help, cost tables, and council math corrected.\nDefault council now documented as 4 Pro Searches (3 models + synthesis).\n\nAdded integration test that verifies Sonar Pro Search consumption by\ncomparing remaining_pro before and after a live query.\n\nMade-with: Cursor",
"is_bot": false,
"headline": "Release v0.10.7: Sonar 2 rename, fix Sonar Pro Search cost documentation",
"author_name": "jacob-bd",
"author_login": "jacob-bd",
"committed_at": "2026-04-27T18:42:33Z",
"body_truncated": false,
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"oid": "a7babd97447fed4d5567d6630daac16a4a8e8371",
"body": "- Add GPT-5.5 (gpt55/gpt55_thinking) — Max tier, thinking toggle, council support\n- Add --chairman/chairman param to council for custom synthesis model\n- Fix GPT-5.4 description (latest → versatile), Claude Opus 4.6 → 4.7 in CLI\n- Move COUNCIL_DISPLAY_NAMES and THINKING_TOGGLEABLE to shared.py (single source of truth)\n- Fix kimi_k26 missing from CLI thinking-toggle check\n- Update reference model config snapshot",
"is_bot": false,
"headline": "Release v0.10.6: GPT-5.5 model, configurable council chairman",
"author_name": "jacob-bd",
"author_login": "jacob-bd",
"committed_at": "2026-04-26T16:52:11Z",
"body_truncated": false,
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},
{
"oid": "77437833cd48037c6f84c0bab963c7b8c79bfebd",
"body": null,
"is_bot": false,
"headline": "docs: add v0.10.5 changelog",
"author_name": "jacob-bd",
"author_login": "jacob-bd",
"committed_at": "2026-04-23T02:10:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "02925d1fbf19f363fa79c188c750f5137f05e5a0",
"body": "- Add Moonshot Kimi K2.6 model (standard + thinking variants)\n- Upgrade Claude Opus 4.6 → 4.7 across all layers\n- Remove pre-flight rate limit block (Perplexity API reports inaccurate zeros)\n- Fix pwm usage crash when subscription_tier is None\n- Hoist council display names and thinking-toggleable set to module level\n- Remove dead council pre-flight loop and redundant invalidate_rate_limits call\n- Update SKILL.md and models.md with Kimi, Claude 4.7, and cost clarification",
"is_bot": false,
"headline": "Release v0.10.5: Kimi K2.6, Claude 4.7 Opus, rate limit fix",
"author_name": "jacob-bd",
"author_login": "jacob-bd",
"committed_at": "2026-04-23T02:08:30Z",
"body_truncated": false,
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{
"oid": "3208ee47c73923e6c255db3bb1490ad8d445a19a",
"body": "- Update model registry definitions in models.py\n- Update council configurations to use 4.7 Opus\n- Update CLI, API, and MCP server mappings\n- Sync model maps in shared.py\n- Fix test assertions in test_council.py, test_rate_limits.py, and test_shared.py",
"is_bot": false,
"headline": "chore: migrate Claude model configuration from 4.6 to 4.7 Opus",
"author_name": "jacob-bd",
"author_login": "jacob-bd",
"committed_at": "2026-04-23T01:18:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5752b6b7c6d07062bc051f4776f78f633c7c3ad7",
"body": "Enable extended thinking for all council models via --thinking / -t flag\n(CLI) or thinking=True (MCP tool). When enabled with default models, uses\nCOUNCIL_DEFAULT_MODELS_THINKING (GPT-5.4 Thinking, Claude Opus 4.6\nThinking, Gemini 3.1 Pro). Custom model lists resolve each model with\nthe thinking flag via resolve_model(). 10 new tests.\n\nMade-with: Cursor",
"is_bot": false,
"headline": "feat: add thinking control to Model Council (v0.10.4)",
"author_name": "jacob-bd",
"author_login": "jacob-bd",
"committed_at": "2026-04-22T21:16:07Z",
"body_truncated": false,
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{
"oid": "12515ff199e952117b8a514fb18889fafd00c19d",
"body": "…t fix\n\n- fix: pwm hack claude -m flag passthrough (Issue #4, thanks @garthgoodson)\n- feat: inject type/status frontmatter for alef-agent skill installs\n- fix: relax upload_limit assertion in integration test (>= 0 not > 0)",
"is_bot": false,
"headline": "Release v0.10.3: fix hack -m passthrough, Alef Agent frontmatter, tes…",
"author_name": "jacob-bd",
"author_login": "jacob-bd",
"committed_at": "2026-04-21T21:23:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9449fbf39d8ca1b109df5abbe8f0648af728e89a",
"body": "Updates skill target name, path (~/.alef-agent/workspace/skills/),\nand all references across CLI, README, and CHANGELOG.",
"is_bot": false,
"headline": "feat: rename cc-claw to alef-agent skill platform (v0.10.2)",
"author_name": "jacob-bd",
"author_login": "jacob-bd",
"committed_at": "2026-04-14T20:08:07Z",
"body_truncated": false,
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{
"oid": "23179f383e0cc84bc000378c07bbd6ac670ebeed",
"body": "- Rename skill from querying-perplexity to perplexity-web-mcp to match folder name\n- Collapse multi-line YAML block scalar (>-) to single quoted string for CC-Claw compatibility\n- Sync SKILL.md metadata version to 0.10.1",
"is_bot": false,
"headline": "fix: correct skill frontmatter — name and description format",
"author_name": "jacob-bd",
"author_login": "jacob-bd",
"committed_at": "2026-04-14T17:44:18Z",
"body_truncated": false,
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{
"oid": "6f4fb1edffdb16ace9da8a63afeba0b88293dc48",
"body": null,
"is_bot": false,
"headline": "docs: credit @dangeReis for Model Council (PR #1)",
"author_name": "jacob-bd",
"author_login": "jacob-bd",
"committed_at": "2026-03-21T20:18:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f00f3b45d46aeab59b60ac5871124715595302f3",
"body": "- Model Council: parallel multi-model queries with Sonar synthesis\n - pplx_council MCP tool (17 tools total)\n - pwm council CLI command\n - Interactive model selection UX for AI agents\n- Usage-Based Credits: /rest/billing/credits endpoint\n - Credits/CreditGrant dataclasses with cached fetching\n \n[…]\nkdown\n- pwm usage: Rich tables with color-coded remaining counts\n- Updated: SKILL.md, ai_doc, CLAUDE.md, README, quickstart\n- 11 new council tests + updated usage tests\n- Version bump: 0.9.5 -> 0.10.0",
"is_bot": false,
"headline": "feat: Model Council + Usage-Based Credits + prettified pwm usage",
"author_name": "jacob-bd",
"author_login": "jacob-bd",
"committed_at": "2026-03-21T20:18:18Z",
"body_truncated": true,
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},
{
"oid": "d7a3b96d1a3f245e2c369446dd8a158bfe8abf4c",
"body": "feat: Model Council — parallel multi-model queries with synthesis",
"is_bot": false,
"headline": "Merge pull request #1 from dangeReis/feature/model-council",
"author_name": "Jacob Ben-David",
"author_login": "jacob-bd",
"committed_at": "2026-03-21T20:16:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "10fd45d2c30cab38334b8130873ad5472e01652e",
"body": "Adds a new pplx_council MCP tool that queries multiple AI models in parallel\n(default: GPT-5.4, Claude Opus 4.6, Gemini 3.1 Pro) and synthesizes their\nresponses into a unified consensus using Sonar (free, no Pro quota cost).\n\nKey features:\n- Concurrent model execution via ThreadPoolExecutor\n- Custom\n[…]\n_mcp/mcp/server.py: Add pplx_council tool\n- src/perplexity_web_mcp/shared.py: Add council_ask wrapper\n- src/perplexity_web_mcp/__init__.py: Export council types\n- tests/test_council.py (new): 22 tests",
"is_bot": false,
"headline": "feat: add Model Council — parallel multi-model queries with synthesis",
"author_name": "Ruslan Sivak",
"author_login": null,
"committed_at": "2026-03-21T04:13:25Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "b502f8feea70f696dcff8f2a6073cae020a27e09",
"body": null,
"is_bot": false,
"headline": "Update project title in README.md",
"author_name": "Jacob Ben-David",
"author_login": "jacob-bd",
"committed_at": "2026-03-20T21:59:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "674d40f90798ad4058a5e541e7b58c1d4a6ce99c",
"body": null,
"is_bot": false,
"headline": "docs: update repository social preview image",
"author_name": "jacob-bd",
"author_login": "jacob-bd",
"committed_at": "2026-03-20T21:57:41Z",
"body_truncated": false,
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},
{
"oid": "d8b230d9b42d52ccb77e8786df2148e46fa47d55",
"body": null,
"is_bot": false,
"headline": "docs: add unofficial API disclaimer and risk warning to README",
"author_name": "jacob-bd",
"author_login": "jacob-bd",
"committed_at": "2026-03-19T23:40:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7362af36084b0e6880555b8dddd4b144b1a120f1",
"body": null,
"is_bot": false,
"headline": "docs: move demo thumbnail below headline",
"author_name": "jacob-bd",
"author_login": "jacob-bd",
"committed_at": "2026-03-17T15:36:38Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8bcebcfd540771728d645ad0edc7bfa0469473c1",
"body": null,
"is_bot": false,
"headline": "docs: add YouTube demo overview thumbnail to README",
"author_name": "jacob-bd",
"author_login": "jacob-bd",
"committed_at": "2026-03-17T15:34:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9b935633277a8d8ce408647fc3aeaa6d4840612e",
"body": "- fix: pwm hack claude now preserves ~/.claude/settings.json (prevents /model corruption)\n- feat: OpenCode MCP setup support (pwm setup add/remove opencode)\n- feat: verify hints after claude-code and codex MCP setup\n- fix: Claude Code setup checks both stdout and stderr for 'already exists'\n- fix: README model count corrected\n- 5 new tests for settings guard (352 total)",
"is_bot": false,
"headline": "release: v0.9.5 — settings guard for pwm hack claude",
"author_name": "jacob-bd",
"author_login": null,
"committed_at": "2026-03-16T18:20:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0540ff8db4cc434c72fcd2dec5a7fb0abe86b97c",
"body": "OpenCode uses a different config format (mcp key, array commands,\ntype:local) at ~/.config/opencode/opencode.json, requiring custom\nhandlers analogous to Claude Code and Codex.\n\n- Add _opencode_config_path, _setup_opencode, _remove_opencode\n- Wire into all routing: setup_add, setup_remove, _setup_all,\n _remove_all, setup_list, _detect_tool, _is_already_configured\n- Add 3 new tests (add, already-configured, remove)\n- All 36 tests pass",
"is_bot": false,
"headline": "feat: add OpenCode support to pwm setup add/remove/list",
"author_name": "jacob-bd",
"author_login": null,
"committed_at": "2026-03-16T02:59:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "774de2caf820a1f19fc88e7365607d6d8b021eb3",
"body": "…ssage\n\nclaude mcp add returns exit code 1 with the 'already exists' message\non stdout (not stderr), causing setup to incorrectly report failure.",
"is_bot": false,
"headline": "fix: check both stdout and stderr for Claude Code 'already exists' me…",
"author_name": "jacob-bd",
"author_login": null,
"committed_at": "2026-03-16T02:21:40Z",
"body_truncated": false,
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},
{
"oid": "5a3d83ba234cb5f6d8f5003829c4605f33726b06",
"body": "Updated the number of models listed from 8 to 6.",
"is_bot": false,
"headline": "Correct model count in README",
"author_name": "Jacob Ben-David",
"author_login": "jacob-bd",
"committed_at": "2026-03-16T01:01:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "95d1dcab7795899c28d51ca0d33148a8229705ce",
"body": "CLI-based tools (claude mcp add, codex mcp add) now show a verify\ncommand hint after successful setup, matching the pattern of JSON-based\ntools that show their config file path.",
"is_bot": false,
"headline": "setup: show verify hints for Claude Code and Codex CLI after MCP add",
"author_name": "jacob-bd",
"author_login": null,
"committed_at": "2026-03-15T00:23:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "98ab894ef9a1758a9a454b57e59c9668def035ff",
"body": "…t fixes\n\nAdded:\n- CC-Claw as 9th skill platform (pwm skill install cc-claw)\n- docs/quickstart.md — install, auth, first query, MCP setup guide\n\nFixed:\n- Hardcoded personal path in model-update workflow\n- Desktop extension manifest version (0.9.0 → 0.9.4)\n- Skill SKILL.md and references synced from data/ (v0.9.1 → v0.9.4)\n\nChanged:\n- docs/ un-gitignored (only docs/plans/ remains ignored)\n- Internal planning documents removed",
"is_bot": false,
"headline": "v0.9.4: cc-claw skill platform, quickstart guide, public release audi…",
"author_name": "jacob-bd",
"author_login": null,
"committed_at": "2026-03-14T23:44:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8fe3018b6c168faea86702474964e5a09f6e1fd6",
"body": "Updated gemini-cli skill target from ~/.gemini/skills/ to ~/.agents/skills/ to align with Gemini CLI v0.33.1+ which prioritizes the .agents/skills/ directory. Detection now checks for the gemini binary in PATH.",
"is_bot": false,
"headline": "v0.9.3: Gemini CLI skill path migrated to .agents/skills/",
"author_name": "jacob-bd",
"author_login": "jacob-bd",
"committed_at": "2026-03-13T22:01:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bde124eeb27db3a5bc032f3a1dc733eb45dc5b03",
"body": "Codex MCP setup now uses `codex mcp add` with config.toml fallback\ninstead of redirecting to skill install. Added \"other\" skill export\ntarget. README updated to reflect current models (8) and tools (16).\n\nMade-with: Cursor",
"is_bot": false,
"headline": "release: v0.9.2 — full tool parity for skill install and MCP setup",
"author_name": "jacob-bd",
"author_login": "jacob-bd",
"committed_at": "2026-03-12T19:22:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ccec1f90eca1fe42c8edf5a328d9e314297e78c3",
"body": "Models removed (no longer in Perplexity UI):\n- GPT-5.2 (gpt52 / gpt52_thinking)\n- Gemini 3 Flash (gemini30flash / gemini30flash_high)\n- Grok 4.1 (grok41nonreasoning / grok41reasoning)\n- Kimi K2.5 (kimik25thinking)\n\nModel added:\n- NVIDIA Nemotron 3 Super 120B (nv_nemotron_3_super) — reasoning-only\n\nMCP tool count: 21 → 16 (removed 7, added 1)\n\nAlso adds:\n- scripts/detect_model_changes.py for automated model change detection\n- .agents/workflows/model-update.md workflow for future updates",
"is_bot": false,
"headline": "v0.9.1: Add Nemotron 3 Super, remove GPT-5.2/Gemini Flash/Grok/Kimi",
"author_name": "jacob-bd",
"author_login": "jacob-bd",
"committed_at": "2026-03-12T01:53:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "634221cfd11d83ac8fef8b784e59cf604d1411d0",
"body": "Add comprehensive quota awareness across all AI-facing surfaces to prevent\nagents from exhausting Pro Search quotas on simple lookups.\n\n- Quota footer on every direct tool response (remaining counts + warnings)\n- Cost labels on all 17 MCP tool docstrings (FREE / 1 Pro / 1 Research)\n- Rewritten MCP s\n[…]\nd with cost table, classification rubric, decision flowchart\n- New QUOTA-AWARE QUERYING section in pwm --ai reference doc\n- mcp-tools.md reference updated with per-tool cost summary\n\nMade-with: Cursor",
"is_bot": false,
"headline": "release: v0.9.0 — quota-aware AI agent usage protocol",
"author_name": "jacob-bd",
"author_login": "jacob-bd",
"committed_at": "2026-03-11T16:37:28Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "ec6e5946c43faf604e59bd1a90e7c88d8b263c4f",
"body": "…CP extension\n\n- Convert entire CLI to Click + rich-click for colored help output\n- Add 'pwm setup add all' — interactive multi-tool MCP setup\n- Add 'pwm setup remove all' — batch removal with confirmation\n- Add Claude Desktop .mcpb extension (desktop-extension/ + scripts/build_mcpb.py)\n- Fix Codex \n[…]\nia .mcpb extension)\n- Update MCP tool count to 21 across all docs (was 17)\n- Add GPT-5.4 and pplx_smart_query to README and ai_doc.py\n- Publish workflow: auto-build and upload .mcpb to GitHub releases",
"is_bot": false,
"headline": "feat: v0.8.3 — rich-click CLI, setup add/remove all, Claude Desktop M…",
"author_name": "jacob-bd",
"author_login": null,
"committed_at": "2026-03-08T18:34:10Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "c2d4f3e2c86f5a5f740378330e0f82dd267abd0a",
"body": "Made-with: Cursor",
"is_bot": false,
"headline": "ci: add workflow_dispatch trigger to publish workflow",
"author_name": "jacob-bd",
"author_login": "jacob-bd",
"committed_at": "2026-03-05T22:46:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b058ffe21099bf328373f9a1c6788b556305dc34",
"body": "…elves\n\nMade-with: Cursor",
"is_bot": false,
"headline": "fix: skill install all detection — ignore directories we created ours…",
"author_name": "jacob-bd",
"author_login": "jacob-bd",
"committed_at": "2026-03-05T22:41:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "485abb64c2a2215c6b0b8bf1830ba2c2aabbe788",
"body": "- `pwm skill install all` installs to all detected tools on the system\n- `pwm skill update` now shows full breakdown (updated/current/not installed)\n- `pwm skill install --help` no longer errors as \"Unknown tool\"\n\nMade-with: Cursor",
"is_bot": false,
"headline": "feat: skill install all, improved update output, --help fix",
"author_name": "jacob-bd",
"author_login": "jacob-bd",
"committed_at": "2026-03-05T21:11:57Z",
"body_truncated": false,
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},
{
"oid": "3ad4b302c7aa95bb245b70c6cd4964bc80adb53a",
"body": "Made-with: Cursor",
"is_bot": false,
"headline": "release: v0.8.0 — GPT-5.4 model support",
"author_name": "jacob-bd",
"author_login": "jacob-bd",
"committed_at": "2026-03-05T20:44:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "bd893e8c38ec8a226c16f6e80114fe4c9a2847ef",
"body": "Perplexity added OpenAI GPT-5.4 with thinking toggle. Adds gpt54/gpt54_thinking\nidentifiers, pplx_gpt54/pplx_gpt54_thinking MCP tools, API server aliases,\nCLI model selection, and updated docs/tests across all surfaces.\n\nMade-with: Cursor",
"is_bot": false,
"headline": "feat: add GPT-5.4 model support",
"author_name": "jacob-bd",
"author_login": "jacob-bd",
"committed_at": "2026-03-05T20:43:31Z",
"body_truncated": false,
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},
{
"oid": "55b707e4c3444fcd22f2763155d05b5de028dfdc",
"body": "…ements\n\nFeatures:\n- Add source_focus=\"none\" for model-only queries without web search\n- Add `pwm setup add json` interactive JSON config generator\n\nFixes (ported from sibling projects):\n- MCP isError propagation: auth/rate-limit errors now raise instead of\n returning plain text, so FastMCP sets is\n[…]\nt/skills/\n\nDocs & housekeeping:\n- Changelog backfilled for 0.7.0, 0.7.1, 0.7.2\n- SKILL.md, pwm --ai, MCP docstrings updated with none source option\n- Author name updated to Jacob BD\n\nMade-with: Cursor",
"is_bot": false,
"headline": "release: v0.7.2 — no-search mode, MCP error propagation, setup improv…",
"author_name": "jacob-bd",
"author_login": "jacob-bd",
"committed_at": "2026-03-01T19:17:14Z",
"body_truncated": true,
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"oid": "f7b3ded427dfb838aec5bb2691fa1bf69d0e472a",
"body": "Co-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "chore: bump version to 0.7.1",
"author_name": "jacob-bd",
"author_login": "jacob-bd",
"committed_at": "2026-02-25T16:57:14Z",
"body_truncated": false,
"is_coding_agent": true
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"oid": "8a4268a2ced27d95a17a0adccb9da20b18ba00a5",
"body": "Co-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "refactor: merge pwm-api into main CLI as pwm api subcommand",
"author_name": "jacob-bd",
"author_login": "jacob-bd",
"committed_at": "2026-02-25T16:56:39Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "a8b0d38113d59ef265e18ccd69a1c6001cf53cd8",
"body": "Co-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "chore: bump version to 0.7.0 for smart routing",
"author_name": "jacob-bd",
"author_login": "jacob-bd",
"committed_at": "2026-02-25T04:33:45Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "07fa989f8de3535e73cbbf1496b16f837f8dbaed",
"body": "Co-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "feat: export router types from package",
"author_name": "jacob-bd",
"author_login": "jacob-bd",
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{
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{
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],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
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},
"warnings": [
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"deps.dev does not index pypi:perplexity-web-mcp-cli@0.14.2; advisories assessed against the repository dependency graph instead"
],
"report_type": "repository",
"generated_at": "2026-07-21T21:11:08.562675Z",
"schema_version": "0.23.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/j/jacob-bd/perplexity-web-mcp.svg",
"full_name": "jacob-bd/perplexity-web-mcp",
"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 v0.23.0 — vollständige Methodik · Metriken-Wiki.
Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken — PyPI.