Registro públicoModerado
Informe de salud del softwareesquema 0.23.0 · métricas 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 tiene un índice de salud de 60 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Vitality (82/100) y la más baja, Security (27/100). Se actualizó por última vez hoy. Una sola persona concentra la mayor parte del trabajo reciente.
60
global / 100Índice de salud del software
Las métricas se agrupan en categorías ponderadas sobre una escala de 1 a 100. El resultado global parte de su media; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe el límite 49 (En riesgo). Preparación para IA queda fuera.
60
Excelente85-100Ejemplar; cumple prácticamente todos los criterios evaluados
Bueno70-84Saludable; carencias menores
Moderado50-69Aceptable con carencias notables; se recomienda revisión
En riesgo30-49Debilidades significativas; su adopción exige cautela
Crítico1-29Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
Perfil de puntuación
Cada eje es una categoría. La forma importa más que la media: un proyecto sano llena toda la figura, mientras que un perfil de picos y cráteres indica que la fortaleza en una dimensión enmascara el riesgo en otra.
Titularidad
Jacob BDCuenta personal
336 seguidores19 repositorios públicosdesde feb 2019
Este repositorio pertenece a una cuenta personal. Un proyecto con un único propietario conlleva más riesgo de continuidad que uno respaldado por una organización.
Ecosistemas de paquetes
| Registro | Paquete | Versión | Descargas / mes | Versiones | Última publicación | Etiquetas |
|---|---|---|---|---|---|---|
| PyPI | perplexity-web-mcp-cli | 0.14.2 | 1799 | 45 | hace 6 días | perplexityaimcpanthropicapiclient |
Métricas por categoría
Vitalidad
¿Está vivo el proyecto: se escribe código y se publican versiones?
82
Actividad de desarrollo
76Bueno
Cómo se puntúa
| 36/36 | Recencia de push — último push hace 0 días |
| 12.5/36 | Cadencia de commits — 18/52 semanas con commits |
| 18/18 | Volumen de commits — 148 commits en el último año |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 13 issue activity found in the last 90 days -- score normalized to 10 |
Datos de entrada utilizados
| commits_last_year | 148 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 18 |
Disciplina de publicación
90Excelente
Cómo se puntúa
| 27/27 | Publica versiones — 47 versiones publicadas |
| 36/36 | Recencia de las versiones — última versión hace 6 días |
| 27/27 | Cadencia de publicación — una versión cada ~7,3 días |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Datos de entrada utilizados
| releases_count | 47 |
| latest_release_tag | v0.14.2 |
| releases_from_tags | no |
| days_since_latest_release | 6 |
| mean_days_between_releases | 7,3 |
Comunidad y Adopción
¿Tiene el proyecto usuarios, descargas, atención y unas condiciones acogedoras para quienes contribuyen?
49
Popularidad y adopción
46En riesgo
Cómo se puntúa
| 35.2/60 | Estrellas — 149 estrellas |
| 10.8/25 | Forks — 21 forks |
| 0/15 | Observadores — 2 observadores |
Datos de entrada utilizados
| forks | 21 |
| stars | 149 |
| watchers | 2 |
| growth_state | organic |
| growth_factor_pct | 100 |
Salud de la comunidad
50Moderado
Cómo se puntúa
| 22.5/22.5 | README |
| 22.5/22.5 | Licencia — licencia reconocida (MIT) |
| 0/18 | Guía CONTRIBUTING |
| 0/13.5 | Código de conducta |
| 0/7.2 | Plantilla de issues |
| 0/6.3 | Plantilla de PR |
Datos de entrada utilizados
| has_readme | sí |
| has_license | sí |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Adopción en el ecosistema (descargas)
54Moderado
Cómo se puntúa
| 43.4/80 | Descargas mensuales — 1799 descargas/mes en pypi |
| 0/20 | Dependientes en el registro — no lo informa este ecosistema |
Datos de entrada utilizados
| packages | perplexity-web-mcp-cli |
| dependents | — |
| ecosystems | pypi |
| total_downloads | — |
| monthly_downloads | 1799 |
Excluidos de la puntuación (sin datos o no aplicable): Dependientes en el registro. Los pesos restantes se han renormalizado.
Sostenibilidad y Gobernanza
¿Sobrevivirá el proyecto a sus personas: factor bus, capacidad de respuesta, quién lo respalda y mantenimiento del paquete?
60
Cómo se puntúa
| 9/54 | Factor bus — la mitad de los commits recae en 1 contribuyente(s) |
| 0/22.5 | Distribución de commits — el principal contribuyente firma el 100% de los commits |
| 1.4/13.5 | Amplitud de contribuyentes — 1 contribuyentes |
| 0/10 | OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
Datos de entrada utilizados
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
Capacidad de respuesta a issues y PR
85Excelente
Cómo se puntúa
| 46.8/46.8 | Resolución de issues — 100% de issues cerradas |
| 38.2/38.3 | Aceptación de PR — 2/2 PR decididos fusionados |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 1/30 approved changesets -- score normalized to 0 |
Datos de entrada utilizados
| merged_prs | 2 |
| open_issues | 0 |
| closed_issues | 14 |
| issue_closed_ratio | 1 |
| closed_unmerged_prs | 0 |
Propiedad y custodia
62Moderado
Cómo se puntúa
| 10/30 | Respaldo de la propiedad — cuenta personal (usuario) |
| 0/20 | Dominio verificado — no aplicable a cuentas de usuario |
| 18.2/25 | Alcance del propietario — 336 seguidores de jacob-bd |
| 21.5/25 | Trayectoria — 19 repos públicos, cuenta de ~7 años |
Datos de entrada utilizados
| followers | 336 |
| owner_type | User |
| is_verified | — |
| owner_login | jacob-bd |
| public_repos | 19 |
| account_age_days | 2714 |
Excluidos de la puntuación (sin datos o no aplicable): Dominio verificado. Los pesos restantes se han renormalizado.
Mantenimiento de paquetes
100Excelente
Cómo se puntúa
| 25/25 | Publicado y resoluble — 1 paquete(s) en pypi |
| 35/35 | Recencia de publicación — última publicación hace 6 días |
| 20/20 | Historial de versiones — 45 versiones en el registro |
| 20/20 | No obsoleto — activo, ni obsoleto ni retirado |
Datos de entrada utilizados
| packages | perplexity-web-mcp-cli |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 6 |
Calidad de Ingeniería
¿Existen unas prácticas mínimas de ingeniería y documentación?
70
Prácticas de ingeniería
74Bueno
Cómo se puntúa
| 24/24 | Flujos de trabajo de CI — 2 flujo(s) de trabajo |
| 24/24 | Pruebas presentes |
| 16/16 | Configuración de linter |
| 9.6/9.6 | Hooks de pre-commit |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — 0 out of 1 merged PRs checked by a CI test -- score normalized to 0 |
Datos de entrada utilizados
| has_ci | sí |
| has_tests | sí |
| has_editorconfig | no |
| has_linter_config | sí |
| has_precommit_config | sí |
Documentación
65Moderado
Cómo se puntúa
| 30/30 | README |
| 25/25 | Directorio de documentación |
| 0/15 | Sitio de documentación / página del proyecto |
| 10/10 | Descripción del repositorio |
| 0/10 | Topics |
| 0/10 | Wiki |
Datos de entrada utilizados
| topics | — |
| has_wiki | no |
| homepage | — |
| has_readme | sí |
| has_docs_dir | sí |
| has_description | sí |
Seguridad
¿Son sólidas las prácticas visibles de seguridad y de cadena de suministro, sin exposición jurisdiccional de alto riesgo sin resolver?
27
Postura de seguridad
27Crítico
Cómo se puntúa
| 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 | Licencia — 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 — sin datos |
| 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 |
Datos de entrada utilizados
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 2,7 |
Excluidos de la puntuación (sin datos o no aplicable): packaging. Los pesos restantes se han renormalizado.
Preparación para IA
¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Es una insignia independiente y experimental — peso 0,0, de modo que se presenta por separado y no afecta a la puntuación de salud global.
72
Contexto y guía para agentes
85Excelente
Cómo se puntúa
| 45/45 | Instrucciones para agentes — AGENTS.md, CLAUDE.md |
| 0/15 | Documentación legible por máquinas (llms.txt) |
| 40/40 | Historial de commits legible — 89 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo) |
Datos de entrada utilizados
| has_llms_txt | no |
| legible_history_share | 0,89 |
| agent_instruction_files | AGENTS.md, CLAUDE.md |
| agent_instruction_max_bytes | 3987 |
Cómo se puntúa
| 18/18 | Arranque con un solo comando — Justfile |
| 22/22 | Pruebas automatizadas |
| 11/11 | Configuración de lint / formato |
| 11/11 | Verificación estática de tipos — pyrightconfig.json, src/perplexity_web_mcp/py.typed |
| 10/10 | Entorno reproducible — lockfile |
| 10/10 | Práctica demostrada con agentes — 19 de los últimos 100 commits con autoría o crédito de agente |
| 0/8 | Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Datos de entrada utilizados
| has_nix | no |
| has_tests | sí |
| lockfiles | uv.lock |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | Justfile |
| has_devcontainer | no |
| has_linter_config | sí |
| typecheck_configs | pyrightconfig.json, src/perplexity_web_mcp/py.typed |
| agent_commit_share | 0,19 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Cómo se puntúa
| 27/45 | Código verificable por tipos — JavaScript con configuración de verificación de tipos (pyrightconfig.json, src/perplexity_web_mcp/py.typed) |
| 43.7/55 | Tamaños de archivo manejables — 404/1966 archivos fuente de más de 60 KB |
Datos de entrada utilizados
| primary_language | JavaScript |
| largest_source_bytes | 4.197.994 |
| source_files_sampled | 1966 |
| oversized_source_files | 404 |
Interfaces legibles por máquina
20Crítico
Cómo se puntúa
| 0/40 | Esquema de API (OpenAPI/GraphQL/proto) |
| 20/20 | Servidor MCP |
| 0/40 | Ejemplos ejecutables |
Datos de entrada utilizados
| example_dirs | — |
| has_mcp_signal | sí |
| api_schema_files | — |
Datos clave
149estrellas de GitHub
1contribuidores
148commits en los últimos 12 meses
0días desde el último push
47versiones publicadas
1factor bus
0issues abiertas
PyPIecosistemas de paquetes
Advertencias de recopilación de datos
- 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
Más detalle
Historial de estrellas y forks 149 ★ / 21 ⇿
149Estrellas
21Forks
21Versiones
Cuándo se añadió cada estrella y fork, recopilado de GitHub y agrupado por día. El crecimiento acumulado se sitúa justo encima de las adiciones diarias que lo componen, de modo que ambos se leen en conjunto: la acumulación orgánica sostenida no se parece en nada a un pico abrupto y efímero. Cuando esa diferencia es medible, se informa como autenticidad del crecimiento.
Mayor 0Menor 5Parche 16
OpenSSF Scorecard 2.7 / 10
2.7agregado
Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).
| 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 |
| n/d | 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 |
Dependencias directas 13
| Registro | Paquete | Restricción de versión | Manifiesto |
|---|---|---|---|
| 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 |
Todas las dependencias no recopilado
No fue posible recopilar el conjunto de dependencias resuelto para este informe: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Informe JSON sin procesar legible por máquina
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"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",
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"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,
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{
"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,
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"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",
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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
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{
"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",
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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,
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},
{
"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",
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"author_login": "jacob-bd",
"committed_at": "2026-03-21T20:18:18Z",
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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,
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},
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"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,
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},
{
"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,
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},
{
"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,
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"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,
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{
"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,
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{
"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,
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},
{
"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,
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"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",
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},
{
"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,
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{
"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,
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},
{
"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",
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{
"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,
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},
{
"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
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{
"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,
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{
"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,
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{
"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",
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"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",
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},
{
"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",
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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",
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"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",
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"is_coding_agent": true
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"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
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"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",
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"body": "Co-authored-by: Cursor <cursoragent@cursor.com>",
"is_bot": false,
"headline": "feat: export router types from package",
"author_name": "jacob-bd",
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"committed_at": "2026-02-25T04:32:18Z",
"body_truncated": false,
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"is_bot": false,
"headline": "docs: update SKILL.md with smart routing guidance",
"author_name": "jacob-bd",
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},
{
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},
{
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},
{
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},
{
"key": "maintained",
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{
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{
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{
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{
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{
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{
"key": "signed_releases",
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{
"key": "token_permissions",
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"points": 6.8,
"status": "partial",
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{
"key": "vulnerabilities",
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]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
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"notes": [
{
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"components": [
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{
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{
"key": "ai_readiness",
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"weight": 0,
"metrics": [
{
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{
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{
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{
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{
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{
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{
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{
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},
{
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{
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},
{
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{
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{
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{
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"points": 0,
"status": "missed",
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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."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"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"
],
"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"
}Las puntuaciones son señales, no garantías. Reflejan prácticas públicamente visibles en GitHub; no son una auditoría de código ni una garantía de seguridad.
Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v1.13.0, esquema v0.23.0 — metodología completa · wiki de métricas.
Cómo se sitúa un resultado dentro del registro general: estadísticas agregadas — PyPI.