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comunitario para consultar documentación oficial IBM i/AS400 desde un corpus local sin depender de RDi.","maintainers":[{"name":"mvipiak","email":"skulllcold@gmail.com"}],"readme":"# MCP IBM i Docs\r\n\r\n> [!WARNING]\r\n> **Release 2.0.0.** MCP IBM i Docs ya está listo para uso comunitario, con instalación npm, CLI, servidor MCP y recuperación documental local. La versión 2 elimina las APIs internas síncronas/decorativas y usa un único núcleo neuronal asíncrono. Sigue siendo un proyecto open source en evolución: si encuentras casos raros, gaps de corpus o respuestas mejorables, abre un issue o PR.\n\r\n

\r\n \"MCP\r\n

\r\n\r\nMCP comunitario para que agentes de IA consulten documentación IBM i / AS400 desde un corpus local antes de responder sobre RPGLE, SQLRPGLE, CLLE, DDS, comandos, mensajes y Db2 for i.\r\n\r\nLa idea es simple: menos “creo que era así” y más “lo contrasté contra documentación IBM i indexada”. El AS/400 ya trae suficiente mística; no hace falta añadirle alucinaciones con corbata.\r\n\r\n## Qué problema resuelve\r\n\r\nLos modelos generalistas suelen recordar IBM i de forma irregular: mezclan releases, comandos, parámetros de compilación, mensajes RNF o detalles de DDS. Este MCP agrega una capa local de evidencia documental para que el agente pueda buscar, leer y citar contexto antes de ayudarte.\r\n\r\nSirve para:\r\n\r\n- explicar comandos como `CRTRPGMOD`, `CRTSQLRPGI` o `SND-MSG`;\r\n- revisar código RPGLE, SQLRPGLE, CLLE o DDS;\r\n- diagnosticar mensajes documentados como `RNF5393`;\n- comparar documentación entre IBM i 7.3, 7.4, 7.5 y 7.6;\r\n- preparar contexto compacto para Codex u otros clientes MCP.\r\n\r\n## Lo importante en 30 segundos\r\n\r\n- **No necesitas RDi instalado** para usar el MCP.\r\n- **No usa Eclipse Help en runtime**.\r\n- **No depende de endpoints locales de RDi** ni de servicios temporales de bootstrap.\r\n- El paquete npm instala el servidor y la CLI; durante `postinstall` descarga los **assets compatibles declarados en `runtime-assets.json`**, verifica su integridad e instala el data pack y los modelos localmente.\n- El corpus documental vive en SQLite con vectores semánticos (`chunk_vectors`) y se resuelve sin RDi.\n- El perfil MCP por defecto es **agent-first**: el agente ve únicamente `ibmi_docs_assist`.\n- `ibmi_docs_assist` devuelve un solo bloque con la respuesta final; no expone JSON, scores, IDs, planes de recuperación ni documentos internos.\n- La recuperación combina un E5-base multilingüe de 768 dimensiones, una cabeza neuronal\n `query→corpus` entrenada contra los 7.027 documentos del pack y un cross-encoder mMARCO MiniLM.\n Todo trabaja localmente y no existe una ruta legacy por coincidencia exacta.\n- Las tools avanzadas/de auditoría existen, pero se ocultan salvo que actives un perfil explícito.\r\n- Las tools de mantenimiento, como sincronización de IBM Docs público, **no se exponen al agente en runtime normal**.\r\n- El data pack público está versionado en este repositorio bajo `data/pack` y se publica como asset del release correspondiente.\n\r\n## Instalación rápida\r\n\r\nPrerrequisito: Node.js 22 LTS o 24 LTS. Ambas líneas se validan en CI; Node.js 22 es la opción conservadora.\n\r\n### 1. Instala desde npm\n\n```powershell\nnpm install -g @ckirsch94/ibmi-docs-mcp@latest\nibmi-docs --version\n```\n\n### 2. Valida que todo funciona\n\n```powershell\nibmi-docs doctor\nibmi-docs assist \"Explica CRTRPGMOD y cuándo conviene frente a CRTBNDRPG\" --language RPGLE --ibmi-version 7.5\n```\n\nSi `doctor` muestra un pack resuelto y `Sin RDi, sin Eclipse Help, sin endpoint local de RDi`, vas bien.\n\r\nMás opciones: [instalación, actualización y desinstalación](docs/INSTALLATION.md).\r\n\r\n### Actualizar o eliminar\r\n\r\n```powershell\r\n# Actualizar runtime, corpus y modelos neuronales locales\nnpm install -g @ckirsch94/ibmi-docs-mcp@latest\nibmi-docs doctor\n\n# Eliminar el runtime npm\nnpm uninstall -g @ckirsch94/ibmi-docs-mcp\n\n# Opcional: eliminar también corpus, modelos y descargas verificadas\nRemove-Item -Recurse -Force \"$HOME\\.ibmi-docs\", \"$HOME\\.ibmi-docs-mcp\"\n```\n\nSi usas un pack externo mediante `IBMI_DOCS_PACK_DIR`, actualízalo aparte con una fuente autorizada por tu equipo o con un `.tgz` generado desde este repositorio.\n\r\n## Configuración rápida en Codex\r\n\r\nPrimero ubica el binario global:\r\n\r\n```powershell\r\n(Get-Command ibmi-docs-mcp.cmd).Source\r\n```\r\n\r\nEjemplo de `C:\\Users\\\\.codex\\config.toml`:\r\n\r\n```toml\r\n[mcp_servers.ibmi-docs]\ncommand = \"C:/Users//AppData/Roaming/npm/ibmi-docs-mcp.cmd\"\nargs = []\nstartup_timeout_sec = 30.0\ntool_timeout_sec = 120.0\n\n[mcp_servers.ibmi-docs.env]\nIBMI_DOCS_TOOL_PROFILE = \"agent\"\n```\n\nNo necesitas declarar `IBMI_DOCS_PACK_DIR`: `postinstall` deja el pack oficial en `~/.ibmi-docs/pack`. Úsalo solo cuando quieras apuntar a un pack corporativo o experimental.\n\nTambién puedes generar un bloque correcto para la instalación actual, sin asumir que el MCP vive dentro del proyecto desde el que ejecutas Codex:\n\n```powershell\nibmi-docs codex-config\n```\n\r\nReinicia Codex y prueba algo como:\r\n\r\n```text\r\nUsa IBM i Docs para explicar CRTRPGMOD y cuándo conviene frente a CRTBNDRPG.\r\n```\r\n\r\n### Skill opcional para Codex\r\n\r\nEl MCP debe funcionar sin skill, pero el repo incluye un skill opcional en `skills/ibmi-docs/SKILL.md`\r\npara clientes que soportan skills. Úsalo como una capa de onboarding: le recuerda al agente que la\r\nentrada principal es `ibmi_docs_assist`, que debe pasar la tarea completa/código/contexto y que no\r\ndebe usar tools de mantenimiento para responder usuarios.\r\n\r\n## Ejemplos de uso\r\n\r\n### En un agente MCP\r\n\r\n```text\r\nEstoy creando un programa SQLRPGLE con EXEC SQL y /COPY.\r\nContrasta la guía de compilación contra IBM i Docs antes de proponer el comando.\r\n```\r\n\r\n```text\r\nTengo RNF5393 en un listado RPGLE. Explícalo y dame una checklist de revisión.\n```\r\n\r\n```text\r\nNecesito un PF DDS con claves únicas. Busca la documentación de DDS PF y UNIQUE antes de generar el fuente.\r\n```\r\n\r\n### Desde la CLI\r\n\r\n```powershell\r\nibmi-docs assist \"Corregir CLLE con RTVJOBA y MONMSG; dame pasos y validación\" --language CLLE --ibmi-version 7.5 --depth deep\r\nibmi-docs assist \"Cómo reviso trabajos activos y bloqueos de un objeto o miembro? Usa WRKACTJOB, WRKOBJLCK, DSPJOB y WRKJOB si aplican\" --language \"IBM i administration\" --depth deep\r\nibmi-docs assist \"Cómo compilo SQLRPGLE con EXEC SQL\" --language SQLRPGLE --depth deep\nibmi-docs assist \"Explica SND-MSG, %MSG y %TARGET\" --language RPGLE --depth deep\nibmi-docs search \"RNF5393\" --category mensajes-rnf --limit 3\nibmi-docs explain-ranking \"SND-MSG Send a Message to the Joblog\" --category ile-rpg --ibmi-version 7.5\r\nibmi-docs report-query \"SND-MSG Send a Message to the Joblog\" --category ile-rpg --expected-title \"SND-MSG\" --out snd-msg-ranking.md\r\nibmi-docs doctor\r\n```\r\n\r\n> Nota CLI: `--version` queda reservado para mostrar la versión de `ibmi-docs`. Para filtrar release IBM i usa `--ibmi-version` o su alias `--release`.\r\n\r\n### Feedback local para mejorar recuperación\n\nCuando la versión solicitada no contiene evidencia suficiente, la respuesta puede usar documentación de otro release y lo indica en texto claro. Los detalles de ranking permanecen en trazas locales opcionales, nunca en la respuesta normal del agente.\n\r\nEl proyecto **no recolecta telemetría automáticamente**. Las trazas viven en la máquina del usuario. Por defecto guardan un fingerprint SHA-256 truncado y seudonimizado, longitud y métricas; no almacenan la consulta ni el código. El fingerprint facilita agrupar repeticiones, pero no debe tratarse como anonimización criptográfica. Si el operador necesita un preview sanitizado debe activar deliberadamente `IBMI_DOCS_TRACE_INCLUDE_QUERY=1`; aun redactado, ese modo es diagnóstico y puede conservar contexto sensible.\n\r\n```powershell\r\n$env:IBMI_DOCS_TRACE = '1'\r\n$env:IBMI_DOCS_TRACE_FILE = 'D:\\MCP-IBMiDocs\\data\\trace-feedback.ndjson'\r\n\r\nibmi-docs search \"DSPFD command\" --category dds --limit 3\r\nibmi-docs trace-report --limit 20\r\nibmi-docs trace-report --limit 20 --format markdown --out scope-feedback.md\r\n```\r\n\r\nEl reporte sirve para abrir issues reproducibles sobre consultas difíciles. Esos casos alimentan mejoras reales del corpus, evaluación, embeddings o fine-tuning; no se corrigen agregando aliases o reglas manuales.\n\r\n## Herramientas MCP\r\n\r\n### Perfil recomendado para agentes\r\n\r\nPor defecto el servidor arranca con `IBMI_DOCS_TOOL_PROFILE=agent`. En ese modo el agente no tiene que decidir entre veinte herramientas: ve una sola entrada universal.\n\r\n| Tool visible por defecto | Para qué sirve |\r\n| --- | --- |\r\n| `ibmi_docs_assist` | Recibe la tarea completa y devuelve únicamente la respuesta técnica final. La recuperación, lectura, reranking y control de relevancia permanecen internos. |\n\r\nRegla práctica para agentes: usa `ibmi_docs_assist` con la tarea completa, código si existe, lenguaje y versión. La respuesta normal no contiene telemetría documental. Para inspeccionar índices o diagnósticos, un mantenedor debe activar deliberadamente un perfil avanzado.\n\r\n### Perfiles avanzados\r\n\r\nSi eres mantenedor, auditor del corpus o estás depurando recuperación semántica, puedes arrancar el servidor con:\r\n\r\n```powershell\r\n$env:IBMI_DOCS_TOOL_PROFILE = 'full'\r\nibmi-docs-mcp\r\n```\r\n\r\nEn `standard` o `full` aparecen tools como:\r\n\r\n| Tool avanzada | Uso |\r\n| --- | --- |\r\n| `ibmi_docs_resolve` | Compatibilidad: enruta al mismo orquestador neuronal de `ibmi_docs_assist`. |\n| `ibmi_docs_answer` | Compatibilidad: respuesta autocontenida vía `ibmi_docs_assist`. |\n| `ibmi_docs_context` | Compatibilidad: contexto autocontenido vía `ibmi_docs_assist`. |\n| `ibmi_docs_compile_guidance` | Compatibilidad: guía documental vía `ibmi_docs_assist`. |\n| `ibmi_docs_explain_message` | Compatibilidad: diagnóstico vía `ibmi_docs_assist`. |\n| `ibmi_docs_compare_versions` | Comparación entre releases IBM i cuando se audita manualmente. |\n| `ibmi_docs_search` / `ibmi_docs_read` / `ibmi_docs_sections` | Bajo nivel para exploración manual, auditoría o debugging de recuperación semántica. |\r\n\r\nNota para operadores: `ibmi_docs_sync` no forma parte del set MCP público por defecto. Solo se registra si arrancas el servidor con `IBMI_DOCS_TOOL_PROFILE=full` o `maintainer` **y además** `IBMI_DOCS_ALLOW_NETWORK_SYNC=1`; para usuarios finales y agentes normales no aparece como tool invocable. El flujo recomendado para mantener corpus sigue estando en la CLI (`sync-ibm`, `build-pack`, `pack archive/install`) y no debe confundirse con consulta documental en runtime.\r\n\r\n## Qué incluye el proyecto\r\n\r\n- Servidor MCP TypeScript por stdio.\r\n- CLI `ibmi-docs`.\r\n- Tool one-shot `ibmi_docs_assist` con respuesta pública compacta y motor neuronal interno multi-etapa.\n- Cabeza neuronal residual `query→corpus` que aprende a navegar documentos reales sin aliases,\n regex, categorías de intención ni términos codificados en runtime.\n- Reranking cross-encoder multilingüe para reducir coincidencias temáticas que no responden realmente la pregunta.\n- Recuperación mejorada para comandos administrativos que no siempre tienen página canónica propia en IBM Docs/RDi, como `WRKACTJOB`, `WRKOBJLCK`, `DSPJOB` y `WRKJOB`.\r\n- Corpus local versionado como data pack (`manifest.json`, `raw/`, `normalized/`, `ibmi-docs.sqlite`).\r\n- Índice vectorial semántico local en SQLite para comandos, mensajes, DDS, SQLRPGLE, CLLE y RPGLE.\r\n- Recuperación semántica version-aware con guardrails para no citar evidencia irrelevante cuando buscas comandos, opcodes, BIFs o mensajes.\r\n- Clasificación de documentos (`topic`, `reference`, `index`, `landing`, `stub`), claves canónicas, secciones estructurales y reportes reproducibles de recuperación semántica.\r\n- Tests golden de recuperación documental y benchmark ampliado.\r\n- Workflows de CI para build, tests, smoke, validación de pack y verificación anti dependencia RDi.\r\n\r\n## Data pack y fuentes\r\n\r\nEl data pack combina:\r\n\r\n- export inicial desde ayuda local de RDi, usado solo como bootstrap de desarrollo;\r\n- IBM Docs público para IBM i 7.3, 7.4, 7.5 y 7.6.\r\n\r\nFuentes IBM públicas complementarias:\r\n\r\n- \r\n- \r\n- \r\n- \r\n\r\nDetalles del corpus: [docs/DATA_PACKS.md](docs/DATA_PACKS.md).\r\n\r\n## Contribuir\r\n\r\nLos aportes más útiles suelen ser pequeños y comprobables:\r\n\r\n- una query que rankea mal;\r\n- un caso golden nuevo;\r\n- una mejora de README/docs;\r\n- una categoría documental faltante;\r\n- una receta para RPGLE, SQLRPGLE, CLLE, DDS o Db2 for i.\r\n\r\nPara cambios técnicos:\r\n\r\n```powershell\r\nnpm ci\r\nnpm run build\r\nnpm run test\r\nnpm run pack:validate\r\nnpm run smoke\r\n```\r\n\r\nGuías útiles:\r\n\r\n- [Workflows agénticos](docs/AGENT_WORKFLOWS.md)\r\n- [Recetas de uso](docs/RECIPES.md)\r\n- [Arquitectura](docs/ARCHITECTURE.md)\r\n- [Contribución de corpus](docs/CORPUS_CONTRIBUTION.md)\r\n\r\n## Distribución\r\n\r\n- npm: \r\n- GitHub: \r\n\r\nEl paquete npm publica un runtime MCP/CLI liviano y un manifiesto de assets. Durante instalación descarga desde el release de GitHub los assets compatibles declarados, valida tamaño y SHA-256 y los deja en caché local. Los assets neuronales o documentales inmutables pueden reutilizarse entre versiones del servidor cuando el manifiesto conserva sus hashes. No incluye bancos de evaluación, cachés de desarrollo ni exports temporales de RDi.\n\r\n## Aviso legal y marcas\r\n\r\nEste proyecto es comunitario y no oficial. IBM, IBM i, AS/400, Rational Developer for i, RDi y otros nombres relacionados son marcas o denominaciones de IBM o sus respectivos titulares.\r\n\r\nEl proyecto no está afiliado, patrocinado ni respaldado por IBM. El contenido documental se usa con fines de interoperabilidad, referencia técnica, investigación, aprendizaje y asistencia al desarrollo. Si eres titular de derechos y consideras que algún material debe ajustarse o retirarse, abre un issue para revisarlo.\r\n\r\n## Licencia\r\n\r\nISC. Consulta [LICENSE](LICENSE).\r\n","readmeFilename":"README.md"}