Skip to main content
Glama

Servidor MCP-BPMN

Un servidor del Model Context Protocol (MCP) para un subconjunto probado de autoría de BPMN 2.0, incluyendo conversión a Mermaid, persistencia local, diseño, validación y exportación a XML o SVG.

🎯 Resumen

MCP-BPMN proporciona una interfaz con estado para que los asistentes de IA trabajen con un diagrama de proceso de negocio a la vez. Autoriza XML de BPMN 2.0 bien formado para los constructos que se enumeran a continuación; no es un editor completo de BPMN 2.0, un motor de ejecución ni un cliente de despliegue. El núcleo portátil de BPMN es el contrato de autoría predeterminado, con un perfil tipado opcional de Camunda 7 documentado en ADR 0001.

Características clave

  • Autoría enfocada de BPMN: Eventos, actividades, compuertas, objetos de datos, anotaciones, piscinas, carriles de nivel superior, flujos de secuencia y asociaciones admitidos

  • Conversión a Mermaid: Iniciar diagramas desde el subconjunto documentado de diagramas de flujo

  • Diseño automático horizontal: Colocación determinista de procesos y colaboraciones

  • Persistencia local: Guardar y reabrir diagramas atómicamente en un directorio configurado

  • Exportación a XML y SVG: El XML se genera en el proceso; el SVG se renderiza mediante Puppeteer y bpmn-js

  • Perfiles portátil y Camunda 7: Salida sin proveedor por defecto, con tres campos tipados de tarea de usuario de Camunda 7 cuando se seleccionan explícitamente

Related MCP server: MCP-BPMN Server

🚀 Inicio rápido

Requisitos

  • Node.js 22.12.0 o más reciente

  • npm con soporte de lockfile

  • Chrome o Chromium para export({ format: "svg" }); la instalación normal de Puppeteer descarga un navegador compatible

La autoría de XML, la validación, el diseño, la persistencia y la exportación a XML no inician un navegador. La exportación a SVG sí lo hace. Si la descarga del navegador de Puppeteer se omite intencionalmente, establezca PUPPETEER_EXECUTABLE_PATH a un ejecutable compatible de Chrome o Chromium antes de iniciar el servidor. El renderizado SVG es sin cabeza, limitado a un renderizado concurrente por instancia del servidor y tiene un tiempo de espera de renderizado de veinte segundos.

Ejecutar desde un checkout de la fuente

git clone https://github.com/oisee/mcp-bpmn.git
cd mcp-bpmn
npm ci
npm run build
npm start

npm run build emite el ejecutable ESM canónico en dist/server/index.js. El servidor usa stdio, por lo que normalmente parece inactivo cuando se inicia en una terminal y está destinado a ser lanzado por un cliente MCP.

Configuración

Para Claude Desktop

Agregue a su archivo de configuración de Claude Desktop:

macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
Windows: %APPDATA%\Claude\claude_desktop_config.json

{
  "mcpServers": {
    "mcp-bpmn": {
      "command": "node",
      "args": ["/absolute/path/to/mcp-bpmn/dist/server/index.js"]
    }
  }
}

Para otros clientes MCP

Use el mismo punto de entrada ESM con una ruta absoluta:

node /absolute/path/to/mcp-bpmn/dist/server/index.js

Instalar un artefacto de lanzamiento empaquetado

Este repositorio documenta actualmente una instalación de tarball de npm en lugar de asumir que mcp-bpmn-server está disponible en el registro público de npm. Un productor de lanzamientos puede construir el artefacto canónico solo CLI desde un checkout de la fuente:

artifact_dir=$(mktemp -d)
npm pack --pack-destination "$artifact_dir"

Instale ese tarball en un directorio de consumidor dedicado y ejecute su ejecutable empaquetado:

consumer_dir=$(mktemp -d)
npm install --prefix "$consumer_dir" "$artifact_dir"/mcp-bpmn-server-*.tgz
"$consumer_dir/node_modules/.bin/mcp-bpmn-server"

Para un cliente MCP, use el valor absoluto de $consumer_dir/node_modules/.bin/mcp-bpmn-server como command y un array args vacío. El paquete es una CLI, no una biblioteca de JavaScript importable.

Instalar para Claude Code y Codex

Desde un checkout de la fuente, el instalador empaqueta la versión actual en una ubicación estable propiedad del usuario, registra su servidor MCP e instala la habilidad bpmn-modeler para cada cliente compatible encontrado en PATH:

make install
make doctor

La ubicación predeterminada del programa es ~/.local/share/mcp-bpmn, mientras que los diagramas permanecen fuera de la instalación en ~/mcp-bpmn. La habilidad se copia a ~/.codex/skills/bpmn-modeler para Codex y a ~/.claude/skills/bpmn-modeler para Claude Code. Reinicie los clientes después de la instalación para que descubran la nueva habilidad y el servidor MCP.

La instalación es idempotente: ejecutar make install nuevamente reemplaza solo los archivos y registros propiedad de este instalador. Las registraciones de terceros existentes o los directorios de habilidades se conservan a menos que se solicite explícitamente el reemplazo con FORCE=1. Apunte a un cliente, actualice una instalación existente o desinstale mientras preserva los diagramas con:

make install-codex
make install-claude
make update
make uninstall

Establezca PREFIX para cambiar la ubicación del programa y MCP_BPMN_DIAGRAMS_PATH para usar un directorio de diagramas absoluto diferente. Un tarball de lanzamiento precompilado se puede instalar de manera reproducible estableciendo tanto MCP_BPMN_PACKAGE_TARBALL como su MCP_BPMN_PACKAGE_SHA256 requerido. Ejecute ./scripts/install-agent-integrations.sh --help para la interfaz completa. El instalador admite macOS y Linux, incluido WSL con Node.js nativo de Linux y CLIs de cliente.

Desarrollar el plugin de Codex localmente

El artefacto de lanzamiento también es un plugin de Codex. Su manifiesto descubre la habilidad canónica skills/bpmn-modeler e inicia un servidor stdio mcp-bpmn a través de un lanzador copiado en la caché del plugin. El lanzador usa la versión privada estable instalada por make install-codex; no ejecuta TypeScript ni depende del checkout después de la instalación.

Construya el artefacto de lanzamiento, agregue este checkout como un marketplace de repositorio temporal e instale el plugin con:

npm ci
npm run build
make install-codex
codex plugin marketplace add .
codex plugin list --available
codex plugin add mcp-bpmn@mcp-bpmn-local

Inicie una nueva conversación de Codex después de la instalación para que la habilidad y las herramientas MCP se carguen. El servidor incluido tiene como valor predeterminado el modo de aprobación writes: las herramientas marcadas como de solo lectura pueden ejecutarse automáticamente, mientras que las mutaciones de diagramas permanecen visibles para su aprobación. Elimine la instalación de desarrollo con:

codex plugin remove mcp-bpmn@mcp-bpmn-local
codex plugin marketplace remove mcp-bpmn-local

Ejecute el marketplace aislado, la caché, el descubrimiento, el inicio de MCP y la prueba de humo de eliminación sin cambiar la configuración real de Codex:

npm run test:codex-plugin

Desarrollar el plugin de Claude Code localmente

El artefacto de lanzamiento también es un plugin de Claude Code. Claude descubre la habilidad canónica skills/bpmn-modeler/SKILL.md como la habilidad con espacio de nombres /mcp-bpmn:bpmn-modeler e inicia el servidor mcp-bpmn en línea desde la caché del plugin. El plugin usa skills/; no lleva una copia heredada de commands/.

Desde un checkout de la fuente, instale las dependencias, construya, valide y cargue el plugin para una sesión de desarrollo:

npm ci
npm run build
claude plugin validate .
claude --plugin-dir .

Dentro de Claude Code, use /mcp para confirmar el servidor proporcionado por el plugin, invoque /mcp-bpmn:bpmn-modeler para inspeccionar la habilidad y ejecute /reload-plugins después de cambiar el manifiesto o la configuración de MCP. El checkout contiene un CLAUDE.md raíz para los contribuyentes del repositorio, por lo que la validación de la fuente informa que no es contexto de plugin; el comando aún tiene éxito. El plugin empaquetado excluye ese archivo solo del repositorio y pasa la validación estricta.

Ejecute la prueba de humo completa del marketplace local con:

npm run test:claude-plugin

Esa verificación usa un hogar y marketplace temporales de Claude. Instala un artefacto de lanzamiento copiado, verifica el inventario de componentes de Claude, lanza el servidor MCP en caché, ejercita una recarga y luego deshabilita, habilita y elimina el plugin. No cambia la configuración real de Claude del desarrollador.

Los diagramas nunca se escriben en ${CLAUDE_PLUGIN_ROOT}. Permanecen en MCP_BPMN_DIAGRAMS_PATH cuando se establece, o en ~/mcp-bpmn por defecto, por lo que las recargas, actualizaciones, deshabilitaciones y eliminaciones del plugin no los eliminan. Antes de cambiar de una registración manual de MCP de Claude al plugin, inspeccione claude mcp list y elimine la registración antigua de mcp-bpmn si su comando difiere del punto final del plugin; Claude solo deduplica los servidores de plugin y de usuario que se resuelven al mismo comando.

Evaluar flujos de trabajo de agentes

El corpus canónico legible por máquina es evals/bpmn-modeler/cases.json. Ambos adaptadores de cliente consumen esos prompts exactos y expectativas semánticas. La verificación determinista es segura para el desarrollo normal y CI: verifica los límites de activación, los metadatos de habilidad, los nombres de herramientas, la paridad de clientes y la secuencia crear/mutar/validar/diseñar/validar/exportar sin llamar a un modelo:

npm run test:evaluations

Las ejecuciones de modelo autenticadas son opcionales. Construya primero, luego seleccione un caso acotado mientras itera:

npm run build
npm run eval:codex -- --case direct-process-svg
npm run eval:claude -- --case direct-process-svg

El adaptador de Codex ejecuta codex exec en un proyecto temporal que contiene la habilidad canónica y una configuración de MCP stdio con ámbito de proyecto. El adaptador de Claude materializa los mismos casos como casos nativos de claude plugin eval en una copia temporal del plugin. Ambos establecen MCP_BPMN_DIAGRAMS_PATH a un directorio temporal, copian solo los fixtures de configuración declarados allí y eliminan el directorio después; nunca leen, sobrescriben ni eliminan diagramas del almacén real del usuario. Omita --case para ejecutar el corpus completo. Estos comandos pueden consumir cuota de modelo y están excluidos intencionalmente de npm run check y CI.

Paquete CommonJS opcional

El paquete CommonJS es una compilación separada del checkout de la fuente y no se produce con npm run build ni se incluye en el tarball canónico de npm:

npm run build:bundle
npm run start:bundle

📚 Referencia de la API

Gestión de contexto con estado

MCP-BPMN utiliza un diseño de API con estado donde se trabaja con un diagrama a la vez. Todas las operaciones se aplican al contexto de diagrama actual, eliminando la necesidad de parámetros de processId.

Matriz de herramientas anunciadas

Los encabezados de esta referencia de API enumeran cada herramienta devuelta por tools/list. La línea base de paridad ejecutable es tests/contracts/engine-contract.test.ts, con comportamiento enfocado en las suites de unidad, integración y extremo a extremo.

Cada herramienta anunciada también incluye las anotaciones estándar de MCP readOnlyHint, destructiveHint, idempotentHint y openWorldHint. Estas anotaciones describen el comportamiento observable del servidor: las llamadas de autoría auto-guardan, las llamadas de reemplazo y eliminación pueden destruir el estado existente, y todas las operaciones permanecen dentro del almacén de diagramas local configurado. Las anotaciones de MCP son sugerencias informativas, no un límite de autorización; los clientes deben aplicar sus propias políticas de confianza y aprobación.

Área

Herramientas anunciadas

Alcance y límite probados

Creación/importación de contexto

new_bpmn, new_from_mermaid, open_bpmn, open_mermaid_file

Raíces de proceso o colaboración; subconjunto documentado de Mermaid; las importaciones deben ajustarse al modelo canónico del servidor

Ciclo de vida del contexto

save, save_as, close, current

Un diagrama y nombre de archivo activos; persistencia atómica local

Autoría

add_event, add_activity, add_gateway, add_data_object, add_text_annotation, add_pool, add_lane

Los enums de esquema explícitos y las propiedades tipadas a continuación, no elementos arbitrarios de BPMN o atributos de extensión

Relaciones

connect, add_association

connect directo autoriza flujos de secuencia; los subgrafos de Mermaid también pueden producir flujos de mensajes; las asociaciones son relaciones de artefactos

Consulta/mutación

list_elements, get_element, update_element, delete_element

Consultas paginadas y los campos de mutación tipados documentados

Exportación/calidad

export, validate, auto_layout

XML o SVG respaldado por navegador; validación estructural en capas; solo diseño horizontal

Archivos almacenados

list_diagrams, delete_diagram_file, get_diagrams_path

Acceso en sandbox dentro del directorio de diagramas configurado

Herramientas de creación

new_bpmn

Cree un nuevo diagrama de proceso o colaboración BPMN y establézcalo como contexto actual.

{
  name: "Order Processing",
  type: "process" // or "collaboration" (optional, defaults to "process")
}

new_from_mermaid

Crea un nuevo diagrama BPMN a partir de código Mermaid y establécelo como contexto actual.

{
  name: "My Process",
  mermaidCode: "graph TD\n  A[Start] --> B[Task] --> C[End]"
}

La conversión de Mermaid admite intencionadamente un subconjunto de diagramas de flujo:

Construcción de Mermaid

Mapeo a BPMN

[Tarea]

Tarea (las etiquetas exactas Start/Begin y End/Stop/Finish se convierten en eventos)

((Evento))

Evento de inicio/fin cuando la topología lo identifica; de lo contrario, evento de lanzamiento intermedio

{Decisión}

Compuerta exclusiva

[/Subproceso/]

Subproceso

[[Datos]]

Referencia a objeto de datos independiente vinculada a un objeto de datos subyacente

`-->

Etiqueta

`

Nombre para mostrar de flujo de secuencia/mensaje; las etiquetas no son expresiones de condición

subgraph id[Nombre]

Participante con su propio proceso; los bordes entre subgrafos se convierten en flujos de mensaje

Cuando hay algún subgrafo, cada nodo debe pertenecer exactamente a un subgrafo de nivel superior. Los subgrafos anidados y las conexiones de flujo de secuencia a nodos de datos se rechazan antes de la exportación a BPMN. El estilo, los manejadores de clic, las clases CSS y la apariencia de bordes punteados no se representan en BPMN; la sintaxis aceptada con pérdida devuelve una advertencia de conversión. Las etiquetas de texto y los nombres de subgrafos se escapan en XML y se conservan sin cambios al pasar por BPMN.

Operaciones de archivo

open_bpmn

Abre un archivo BPMN existente y lo establece como contexto actual.

{
  filename: "my-process.bpmn"
}

open_mermaid_file

Abre y convierte un archivo Mermaid a BPMN, estableciéndolo como contexto actual.

{
  filename: "my-flowchart.mmd"
}

save

Guarda atómicamente el diagrama actual en su archivo activo. Los diagramas nuevos y abiertos ya tienen un nombre de archivo activo, y las mutaciones exitosas se guardan automáticamente en ese mismo archivo.

{}

save_as

Guarda atómicamente el diagrama actual con un nuevo nombre de archivo y hace que ese nombre sea el activo. Las mutaciones posteriores actualizan solo el nuevo archivo; el archivo anterior permanece como una instantánea sin cambios.

{
  filename: "my-process.bpmn"
}

close

Cierra el diagrama actual y limpia el contexto.

{}

current

Obtiene información sobre el diagrama actual.

{}

Herramientas de manipulación de elementos

add_event

Añade eventos (inicio, fin, intermedio, de borde) al diagrama actual.

{
  eventType: "start", // start, end, intermediate-throw, intermediate-catch, boundary
  name: "Order Received",
  eventDefinition: "message", // optional; only BPMN-legal event kind/definition pairs are accepted
  eventDefinitionPayload: {
    reference: { name: "Order received" } // root ID is generated when omitted
  },
  position: { x: 100, y: 200 } // optional
}

Las definiciones de temporizador requieren timer: { type: "timeDate" | "timeDuration" | "timeCycle", expression, language? }; las definiciones condicionales requieren condition: { expression, language? }. Las referencias de error y escalamiento también pueden incluir code. Los lanzamientos de compensación pueden incluir activityRef y waitForCompletion; los eventos de borde de compensación no son interrumpibles.

add_activity

Añade actividades (tareas, subprocesos) al diagrama actual.

{
  activityType: "userTask", // task, userTask, serviceTask, scriptTask, etc.
  name: "Review Order",
  position: { x: 250, y: 200 }, // optional
  properties: { // optional; Camunda 7 profile only on userTask
    assignee: "reviewer",
    candidateGroups: ["operations", "approvers"],
    dueDate: "${dueDate}"
  }
}

Los documentos BPMN nuevos y los creados desde Mermaid aceptan extensionProfile: "portable" | "camunda7"; el valor predeterminado es portable. El modo portátil rechaza los tres campos de proveedor y no emite ningún espacio de nombres de proveedor. Las actualizaciones de Camunda aceptan null para cualquiera de ellos para eliminar el atributo XML correspondiente. Las entradas de grupo candidato no pueden contener comas. El BPMN importado detecta el uso real del espacio de nombres de Camunda y conserva de forma opaca otras extensiones sin advertencias.

Las actividades de llamada se serializan como bpmn:callActivity. Su opcional properties.calledElement es un QName BPMN léxico que identifica el elemento invocable; no es necesario que coincida con un ID de proceso en el diagrama actual.

Las actividades pueden usar características estándar de bucle múltiple de BPMN. Establece isSequential en false para instancias paralelas o true para instancias secuenciales:

{
  activityType: "serviceTask",
  name: "Process Batch",
  properties: {
    multiInstance: {
      isSequential: false,
      loopCardinality: {
        body: "requestedInstanceCount",
        language: "urn:example:expression-language"
      },
      completionCondition: {
        body: "completedInstanceCount >= requiredInstanceCount",
        language: "urn:example:expression-language"
      },
      loopDataInputRef: "DataObjectReference_Input",  // optional ItemAwareElement ID
      loopDataOutputRef: "DataObjectReference_Output" // optional ItemAwareElement ID
    }
  }
}

El servidor conserva exactamente los cuerpos de las expresiones y los serializa como valores FormalExpression de BPMN. No los analiza ni los evalúa, así que elige un lenguaje/perfil compatible con el motor BPMN que ejecutará el diagrama exportado. Las referencias de datos del bucle deben identificar instancias ItemAwareElement existentes de BPMN; el esquema portátil no emite un atributo collection específico del proveedor. El dialecto BPMN portátil no emite atributos de enlace o versión específicos del proveedor.

{
  activityType: "callActivity",
  name: "Invoke fulfillment",
  properties: { calledElement: "FulfillmentProcess" }
}

add_gateway

Añade compuertas para lógica de ramificación al diagrama actual.

{
  gatewayType: "exclusive", // exclusive, parallel, inclusive, eventBased, complex
  name: "Payment Check",
  position: { x: 400, y: 200 } // optional
}

add_data_object

Añade una bpmn:dataObjectReference visible y su bpmn:dataObject vinculado y no renderizado. El estado de colección pertenece al objeto subyacente. Un itemSubjectRef opcional debe identificar una bpmn:itemDefinition existente, como una cargada desde un diagrama importado.

{
  name: "Order records",
  position: { x: 400, y: 320 }, // optional reference position
  isCollection: true, // optional, defaults to false
  itemSubjectRef: "ItemDefinition_Order" // optional existing definition ID
}

Las asociaciones de entrada/salida de datos son construcciones BPMN propiedad de la actividad y no se crean con add_association, que sigue siendo la asociación de artefactos genérica.

add_text_annotation

Añade una anotación de texto BPMN. El texto se conserva exactamente, incluidos los saltos de línea y los metacaracteres XML. textFormat tiene como valor predeterminado text/plain de BPMN; la posición y el tamaño tienen como valor predeterminado la geometría de anotación del motor. Proporcionar associatedElementId también crea una asociación BPMN separada y no dirigida desde la anotación a ese elemento.

{
  text: "Review the exception path\nbefore approval",
  textFormat: "text/markdown", // optional
  position: { x: 400, y: 320 }, // optional
  size: { width: 220, height: 80 }, // optional
  associatedElementId: "UserTask_1" // optional
}

connect

Conecta dos elementos con un flujo de secuencia en el diagrama actual.

{
  sourceId: "ExclusiveGateway_1",
  targetId: "UserTask_1",
  label: "Start Flow", // optional
  condition: "amount > 1000", // optional, for conditional sequence flows
  conditionLanguage: "FEEL", // optional
  conditionType: "bpmn:FormalExpression", // optional
  isDefault: false // optional; default flows cannot have conditions
}

Se admiten condiciones y valores predeterminados para actividades y compuertas exclusivas, inclusivas o complejas. Un flujo predeterminado no puede tener también una condición.

add_association

Añade un artefacto de asociación BPMN entre dos BaseElements en un ámbito de proceso o colaboración compatible. Esto es distinto de los flujos de secuencia y mensaje. associationDirection tiene como valor predeterminado el valor None de BPMN.

{
  sourceId: "TextAnnotation_1",
  targetId: "UserTask_1",
  associationDirection: "One" // None, One, or Both
}

add_pool

Añade un pool (participante) a un diagrama de colaboración.

{
  name: "Customer",
  position: { x: 100, y: 100 }, // optional
  size: { width: 600, height: 250 }, // optional
  blackBox: false // optional; true creates a participant without an owned process
}

add_lane

Añade un carril a un pool de caja blanca y asigna nodos de flujo de proceso directos a él. Los nodos ya asignados a otro carril se mueven al nuevo carril.

{
  poolId: "Participant_1",
  name: "Sales Department",
  flowNodeIds: ["StartEvent_1", "UserTask_1"],
  position: "bottom" // optional
}

Herramientas de consulta y manipulación

list_elements

Lista una página estable, ordenada por ID, de elementos y artefactos de asociación en el diagrama actual. Filtra con elementType: "bpmn:Association" para listar solo asociaciones.

{
  elementType: "bpmn:Task", // optional filter
  limit: 100, // optional, defaults to 100; maximum 500
  offset: 0 // optional, defaults to 0
}

La respuesta es { count, returnedCount, offset, limit, hasMore, elements }. Nota de compatibilidad: el envoltorio de paginación reemplaza la respuesta anterior de matriz simple; los clientes escritos para ese contrato ahora deben leer elements. Los campos de elementos existentes conservan sus significados; pueden estar presentes campos de metadatos adicionales y entradas de carril.

get_element

Obtiene detalles de un elemento o asociación específicos.

{
  elementId: "UserTask_1"
}

update_element

Actualiza las propiedades del elemento.

{
  elementId: "UserTask_1",
  name: "Updated Task Name",
  properties: { assignee: "john.doe", candidateGroups: ["reviewers"] },
  defaultFlow: "Flow_2" // outgoing flow ID, or null to clear
}

delete_element

Elimina un elemento y sus conexiones incidentes. Pasar un ID de asociación elimina solo esa asociación y deja sus extremos intactos; eliminar un extremo, incluida una anotación de texto, se propaga a sus asociaciones.

{
  elementId: "Task_1"
}

Herramientas de utilidad

export

Exporta el diagrama actual como XML BPMN 2.0 o un SVG renderizado.

{
  format: "xml", // "xml" or "svg"; defaults to "xml"
  formatted: true // optional; applies to XML and defaults to true
}

La exportación XML devuelve texto y no abre un navegador. La exportación SVG abre un navegador sin interfaz gráfica a través de Puppeteer, renderiza con bpmn-js, sanea el resultado y devuelve un recurso image/svg+xml incrustado. Requiere un ejecutable de Chrome/Chromium disponible y conserva la atribución visible de bpmn.io descrita en Licencia.

validate

Valida la estructura del diagrama actual.

{
  level: "full" // "syntax", "semantic", or "full"; defaults to "full"
}

Los niveles de validación son acumulativos. syntax analiza XML y resuelve referencias; semantic añade reglas de eventos, flujos, subprocesos, carriles y colaboración conscientes del propietario; full también añade orientación de inicio/fin/conectividad del perfil ejecutable.

auto_layout

Aplica un diseño automático para posicionar elementos en el diagrama actual.

{
  algorithm: "horizontal" // currently only horizontal is supported
}

El diseño se ejecuta en un subproceso que se puede eliminar con un presupuesto predeterminado de cinco segundos. Una verificación previa basada en puntos de referencia acepta como máximo 2,000 elementos, 2,000 conexiones y 10 conexiones por elemento; las entradas que superen cualquier límite se rechazan antes del diseño. Para colaboraciones, cada proceso participante se clasifica de forma independiente, por lo que los flujos de mensaje no cambian su orden de flujo de secuencia. El diseño automático reemplaza las coordenadas manuales de nodos y contenedores, pero las dimensiones de participantes y carriles solicitadas/importadas siguen siendo límites inferiores. Los pools se apilan luego sin superposición; los carriles y los nodos propios permanecen contenidos, y los flujos de mensaje se enrutan solo después de la colocación final del pool. Los nodos desconectados se empaquetan de forma determinista en su proceso propietario, los subprocesos anidados conservan la contención semántica y los participantes de caja negra mantienen su tamaño mínimo solicitado sin contenido de proceso fabricado.

Herramientas de gestión de archivos

list_diagrams

Lista una página estable, ordenada por nombre de archivo, de diagramas BPMN guardados.

{
  limit: 100, // optional, defaults to 100; maximum 500
  offset: 0 // optional, defaults to 0
}

Los campos de respuesta existentes { count, diagrams, path } siguen disponibles; returnedCount, offset, limit y hasMore describen la página seleccionada. Solo se leen los archivos de la página seleccionada para los metadatos BPMN incrustados, y la lectura de metadatos agregada está limitada a 5 MiB de forma predeterminada.

delete_diagram_file

Elimina un archivo de diagrama guardado.

{
  filename: "old-process.bpmn"
}

get_diagrams_path

Obtiene la ruta de almacenamiento de los diagramas.

{}

🔄 Gestión de contexto

El servidor MCP-BPMN utiliza un diseño con estado en el que trabajas con un diagrama a la vez:

  1. Crear o abrir: Comienza creando un nuevo diagrama (new_bpmn, new_from_mermaid) o abriendo uno existente (open_bpmn, open_mermaid_file)

  2. Manipular: Todas las operaciones (add_event, connect, etc.) se aplican al diagrama actual

  3. Guardar: Guarda tu trabajo con save o save_as

  4. Cerrar: Cierra el diagrama actual con close

Si intentas realizar operaciones sin un contexto actual, recibirás un mensaje de error útil:

No current context. Please create a diagram first with:
  - new_bpmn(name) to create a new BPMN diagram
  - new_from_mermaid(name, mermaidCode) to convert from Mermaid
  - open_bpmn(filename) to open an existing BPMN file
  - open_mermaid_file(filename) to convert a Mermaid file

💡 Ejemplos

Ejemplo 1: Crear un proceso de aprobación desde cero

// Step 1: Create a new process (sets it as current context)
await new_bpmn({ name: "Approval Workflow" });

// Step 2: Add elements (all operations apply to current diagram)
await add_event({ eventType: "start", name: "Request Received" });
await add_activity({ activityType: "userTask", name: "Review Request" });
await add_gateway({ gatewayType: "exclusive", name: "Approved?" });
await add_activity({ activityType: "serviceTask", name: "Process Approval" });
await add_activity({ activityType: "userTask", name: "Handle Rejection" });
await add_event({ eventType: "end", name: "Complete" });

// Step 3: Connect elements
await connect({ sourceId: "StartEvent_1", targetId: "UserTask_1" });
await connect({ sourceId: "UserTask_1", targetId: "ExclusiveGateway_1" });
await connect({ sourceId: "ExclusiveGateway_1", targetId: "ServiceTask_1", label: "Yes" });
await connect({ sourceId: "ExclusiveGateway_1", targetId: "UserTask_2", label: "No" });
await connect({ sourceId: "ServiceTask_1", targetId: "EndEvent_1" });
await connect({ sourceId: "UserTask_2", targetId: "EndEvent_1" });

// Step 4: Apply auto-layout for proper positioning
await auto_layout();

// Step 5: Save and export the diagram
await save_as({ filename: "approval-workflow.bpmn" });
const xml = await export();

Ejemplo 2: Iniciar desde Mermaid (recomendado para menor uso de tokens)

// Step 1: Create from Mermaid syntax (much more concise!)
await new_from_mermaid({ 
  name: "Approval Workflow",
  extensionProfile: "camunda7",
  mermaidCode: `
    graph TD
      A((Request Received)) --> B[Review Request]
      B --> C{Approved?}
      C -->|Yes| D[Process Approval]
      C -->|No| E[Handle Rejection]
      D --> F((Complete))
      E --> F
  `
});

// Step 2: Apply auto-layout (Mermaid conversion includes basic layout)
await auto_layout();

// Step 3: Make additional edits if needed
await update_element({ 
  elementId: "UserTask_1", 
  properties: { assignee: "reviewer" }
});

// Step 4: Save and export
await save_as({ filename: "approval-workflow.bpmn" });
const xml = await export();

Ejemplo 3: Trabajar con múltiples diagramas

// Create first diagram
await new_bpmn({ name: "Process A" });
await add_event({ eventType: "start" });
await add_activity({ activityType: "task", name: "Task A" });
await save_as({ filename: "process-a.bpmn" });

// Create second diagram (automatically closes the first)
await new_bpmn({ name: "Process B" });
await add_event({ eventType: "start" });
await add_activity({ activityType: "task", name: "Task B" });
await save_as({ filename: "process-b.bpmn" });

// Go back to first diagram
await open_bpmn({ filename: "process-a.bpmn" });
await add_event({ eventType: "end" });
await save();

// Check current diagram info
const info = await current();
console.log(info); // Shows: { name: "Process A", filename: "process-a.bpmn", ... }

🗂️ Almacenamiento de archivos

Los diagramas BPMN se guardan automáticamente en tu sistema de archivos local:

  • Unix/Linux/Mac: ~/mcp-bpmn/

  • Windows: %USERPROFILE%\mcp-bpmn\

Ruta personalizada mediante variable de entorno:

export MCP_BPMN_DIAGRAMS_PATH=/custom/path

Los límites de recursos se pueden ajustar con MCP_BPMN_MAX_IMPORT_BYTES, MCP_BPMN_MAX_MERMAID_BYTES, MCP_BPMN_MAX_LAYOUT_ELEMENTS, MCP_BPMN_MAX_LAYOUT_CONNECTIONS, MCP_BPMN_MAX_LAYOUT_DENSITY, MCP_BPMN_MAX_LAYOUT_BYTES, MCP_BPMN_MAX_CONCURRENT_LAYOUTS, MCP_BPMN_MAX_LISTING_ITEMS, MCP_BPMN_MAX_LISTING_METADATA_BYTES y MCP_BPMN_LAYOUT_TIMEOUT_MS. El plazo de apagado elegante se puede anular con MCP_BPMN_SHUTDOWN_TIMEOUT_MS. Los valores predeterminados son 5 MiB por entrada importada/diseño y por página de metadatos de listado, 2,000 elementos/conexiones de diseño, densidad 10, dos subprocesos de diseño concurrentes, 10,000 candidatos de listado y 5,000 ms. Los valores predeterminados de diseño provienen de puntos de referencia locales dispersos/densos: 2,000/1,999 completados en aproximadamente 1.4s, 25/300 tardaron aproximadamente 4.8s y 26/325 superaron los cinco segundos.

Ante SIGINT, SIGTERM o EOF de stdin, el servidor deja de aceptar llamadas a herramientas y permite que las operaciones aceptadas y su persistencia atómica terminen antes de cerrar los subprocesos de renderizado/diseño y el transporte stdio. El apagado elegante tiene un plazo máximo de 15 segundos; superarlo fuerza una salida con código distinto de cero.

Los diagramas nuevos comienzan con el nombre de archivo {ProcessId}_{ProcessName}.bpmn. Cada diagrama tiene exactamente un nombre de archivo activo: abrir adopta el nombre de archivo abierto y save_as lo cambia después de que el nuevo archivo se escriba correctamente. Las operaciones de agregar, actualizar, eliminar, conectar y diseñar serializan y guardan automáticamente de forma atómica el archivo activo; una serialización o escritura fallida deja tanto la memoria como el disco en el último estado exitoso.

🏗️ Arquitectura

Stack Tecnológico

  • TypeScript - Desarrollo con seguridad de tipos

  • Node.js - Entorno de ejecución

  • MCP SDK - Implementación del Model Context Protocol

  • Jest - Framework de pruebas

Componentes Clave

  • SimpleBpmnEngine - Mutación canónica de documentos BPMN, persistencia y exportación XML

  • BpmnSvgRenderer - Renderizado SVG aislado de bpmn-js respaldado por navegador

  • DiagramContext - Gestión de contexto con estado para el diagrama actual

  • BpmnAutoLayoutV2Adapter - Integración de auto-diseño BPMN

  • BpmnRequestHandler - Procesamiento de solicitudes MCP

  • MermaidConverter - Conversión de Mermaid a BPMN

  • TypeMappings - Conversiones de tipos de elementos BPMN

  • IdGenerator - Generación de ID consistente

Estructura del Proyecto

mcp-bpmn/
├── src/
│   ├── core/           # Core BPMN engine
│   ├── server/         # MCP server implementation
│   ├── utils/          # Utilities (layout, ID generation)
│   ├── types/          # TypeScript type definitions
│   └── config/         # Configuration
├── tests/
│   ├── unit/          # Unit tests
│   ├── integration/   # Integration tests
│   └── e2e/           # End-to-end tests
├── dist/              # Compiled output
└── docs/              # Documentation

🧪 Desarrollo

Scripts Disponibles

npm run build        # Build TypeScript
npm run build:bundle # Build CommonJS bundle
npm run build:watch  # Build with watch mode
npm run check        # Complete clean contributor/CI quality gate
npm test            # Run source-level tests (no build output required)
npm run test:all    # Clean, build, and run every test including e2e
npm run test:unit   # Run unit tests only
npm run test:integration # Run integration tests only
npm run test:e2e    # Run end-to-end tests
npm run lint        # Run ESLint
npm run dev         # Development mode with hot reload
npm start           # Start the MCP server

Pruebas

El proyecto incluye una cobertura de pruebas exhaustiva. Los comandos a nivel de fuente no leen dist/, por lo que una compilación antigua no puede afectar su resultado:

  • Pruebas Unitarias: Pruebas de funcionalidad central

  • Pruebas de Integración: Pruebas de manejadores y herramientas

  • Pruebas E2E: Pruebas completas del protocolo MCP

Ejecute las pruebas con:

npm test                    # Source-level tests
npm run test:all            # Clean build plus all tests
npm run check               # Complete clean contributor/CI quality gate
npm run test:coverage       # Source-level tests with coverage
npm run test:watch          # Source-level tests in watch mode

📈 Rendimiento

El artefacto de lanzamiento canónico se midió el 2026-08-22 con Node 25.9.0 y npm 11.12.1 usando:

npm pack --dry-run --json

Ese comando informó aproximadamente 195 kB comprimidos y 1104270 bytes descomprimidos. Estas cifras describen el tarball de npm, no un servidor instalado: el tarball no incluye dependencias de producción, mientras que la instalación resuelve las nueve dependencias directas de tiempo de ejecución en package.json y sus dependencias transitivas. La descarga de Chrome administrada por Puppeteer también está fuera de la medición del tarball. Vuelva a ejecutar el comando para el artefacto actual en lugar de tratar esta instantánea fechada como una garantía de tamaño permanente.

El paquete CommonJS opcional no es el artefacto de lanzamiento y no tiene una afirmación de tamaño. Los límites de entrada de diseño y las observaciones de referencia fechadas utilizadas para elegir sus valores predeterminados se documentan en Almacenamiento de Archivos.

🐛 Limitaciones Conocidas

  • La API de autoría es un subconjunto enfocado de BPMN 2.0, no una cobertura completa de BPMN 2.0. Las construcciones importadas no admitidas pueden rechazarse en lugar de editarse sin pérdidas.

  • connect no expone la autoría directa de flujos de mensajes. El subconjunto de colaboración de Mermaid puede crear flujos de mensajes entre subgrafos.

  • add_lane crea carriles de nivel superior en piscinas de caja blanca; no puede extender una jerarquía de carriles anidados importada.

  • El auto-diseño solo admite diseño horizontal. Los algoritmos verticales y radiales no se anuncian.

  • La validación proporciona los niveles documentados de sintaxis, semántica y guía completa; no es una certificación BPMN XSD ni una validación contra un motor de despliegue.

  • El perfil de autoría de Camunda 7 se limita a assignee, candidateGroups y dueDate en tareas de usuario. No es una cobertura general del modelador de Camunda.

  • La exportación SVG requiere Chrome/Chromium a través de Puppeteer y permite solo una renderización concurrente por instancia de servidor. Los flujos de trabajo XML permanecen sin navegador.

  • El servidor no ejecuta, simula ni despliega procesos BPMN.

🚧 Hoja de Ruta

El trabajo planificado y las brechas conocidas se rastrean como problemas de Beads en lugar de prometerse como características implementadas en este documento de versión.

🤝 Contribuciones

¡Las contribuciones son bienvenidas! Por favor:

  1. Haga un fork del repositorio

  2. Cree una rama de características (git checkout -b feature/amazing-feature)

  3. Ejecute la puerta de calidad completa (npm run check)

  4. Confirme sus cambios (git commit -m 'Add amazing feature')

  5. Empuje a la rama (git push origin feature/amazing-feature)

  6. Abra una Solicitud de Extracción (Pull Request)

Estilo de Código

  • TypeScript con modo estricto

  • Configuración de ESLint proporcionada

  • Jest para pruebas

  • Commits convencionales

📝 Licencia

Licencia MIT - consulte el archivo LICENSE para obtener detalles.

La exportación SVG utiliza bpmn-js@17.11.1. Cada SVG exportado incluye un logotipo visible "Powered by bpmn.io" enlazado a https://bpmn.io; los clientes no deben recortar, cubrir ni eliminar esa atribución. Consulte THIRD_PARTY_NOTICES.md para los términos de licencia de la dependencia y ADR 0002 para la decisión de versión.

📞 Soporte

  • Problemas: GitHub Issues

  • Documentación: Consulte la carpeta /docs para guías detalladas

🙏 Agradecimientos

  • Construido sobre la especificación Model Context Protocol

  • Inspirado por bpmn-js para los estándares BPMN

  • Gracias al equipo de Anthropic por el desarrollo de MCP

Available Tools

27 tools
add_activityC

Add an activity to the current diagram

ParametersJSON Schema
NameRequiredDescriptionDefault
nameYesName of the activity
ownerIdNoOwning process ID (required when adding to a collaboration)
scopeIdNoContaining process or subprocess ID (defaults to ownerId)
positionNoPosition of the activity (optional)
propertiesNoTyped activity properties. multiInstance is portable BPMN and its expression bodies are opaque text; assignee, candidateGroups, and dueDate are Camunda 7 user-task fields and require extensionProfile camunda7. Arbitrary qualified names and raw XML are rejected.
activityTypeYesType of activity

Output Schema

ParametersJSON Schema
NameRequiredDescription
filenameYesActive BPMN filename
elementIdYesStable generated or existing BPMN ID
elementTypeYes

TDQS

C2.2/5.0
Behavior1/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations provide no substantive behavior (readOnlyHint=false, destructiveHint=false, etc.). The description does not disclose side effects, return values, or whether the diagram must be open. For a tool that mutates state, this is a major gap.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is one short phrase, but it adds little beyond the tool name. For a tool with six parameters and nested objects, this is under-specification rather than appropriate conciseness. Important context is missing.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness1/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the complex schema (activityType enum, properties, multiInstance, position), the description is woefully incomplete. It explains nothing about activity types, property usage, or how this fits into the diagram editing workflow. An agent gets no contextual help beyond the schema.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%—every parameter has a description in the input schema. The tool description adds nothing about parameters, so the baseline of 3 applies. No additional semantic value is provided beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a clear verb-resource pair: 'Add an activity to the current diagram'. It is specific enough to distinguish from siblings like add_event or add_gateway, though it relies partly on the tool name. It is not a tautology.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines1/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is given on when to use this tool instead of alternatives such as add_event or add_gateway. There are no prerequisites, exclusions, or context clues beyond the bare action. An agent must infer usage solely from the name and schema.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

add_associationC

Add a BPMN association artifact between two compatible BaseElements

ParametersJSON Schema
NameRequiredDescriptionDefault
sourceIdYesID of the source BaseElement
targetIdYesID of the target BaseElement
associationDirectionNoArrow direction for the association; BPMN defaults to NoneNone

Output Schema

ParametersJSON Schema
NameRequiredDescription
filenameYesActive BPMN filename
sourceIdYesStable generated or existing BPMN ID
targetIdYesStable generated or existing BPMN ID
associationIdYesStable generated or existing BPMN ID
associationDirectionYes

TDQS

C2.9/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations provide no hints (all false), so the description carries the full burden. It states the action ('Add') but does not disclose side effects, such as whether both elements must exist, what happens if they are incompatible, or whether the association is reversible. The description mentions 'compatible' but never explains what that entails, leaving the agent to guess.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

A single, front-loaded sentence with no redundancy. 'Add a BPMN association artifact' immediately conveys the purpose, and the scope is appended succinctly. Every word earns its place.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's mutation nature (readOnlyHint=false) and lack of annotation support, the description is too sparse. The critical notion of 'compatible' is undefined, and there is no mention of where associations fit in the BPMN model or how they differ from other connections. An agent without deep BPMN domain knowledge would struggle to use this tool correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the baseline is 3. The description adds no additional parameter context beyond what the schema already provides ('ID of the source BaseElement', etc.). The direction parameter is documented in the schema with its default, so the description does not need to repeat it.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states a specific verb ('Add') and resource ('BPMN association artifact') with a scope ('between two compatible BaseElements'). It distinguishes itself from other add_* tools by naming the association artifact. However, the term 'compatible' is ambiguous and does not specify what types of elements are compatible, slightly diminishing clarity.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is given on when to use this tool versus alternatives like 'connect' (which likely handles sequence/message flows) or other add_* tools. The description does not mention exclusions, prerequisites, or when an association is appropriate. An agent must infer context from the sibling names, which is insufficient.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

add_data_objectB

Add a BPMN data object reference and its non-rendered backing data object

ParametersJSON Schema
NameRequiredDescriptionDefault
nameYesName of the data object and its visible reference
ownerIdNoOwning process ID (required when adding to a collaboration with multiple pools)
scopeIdNoContaining process or subprocess ID (defaults to ownerId)
positionNoPosition of the visible data object reference
isCollectionNoWhether the backing bpmn:DataObject represents a collection
itemSubjectRefNoID of an existing bpmn:ItemDefinition referenced by the backing data object

Output Schema

ParametersJSON Schema
NameRequiredDescription
filenameYesActive BPMN filename
referenceIdYesStable generated or existing BPMN ID
dataObjectIdYesStable generated or existing BPMN ID

TDQS

B3.4/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations are all false (not read-only, not idempotent, not destructive) but provide no positive behavioral signals. The description adds the key fact that it creates both a visible reference and a non-rendered backing object, which is useful. However, it does not disclose side effects, whether it can overwrite, or any other behavioral traits beyond that.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, compact sentence that front-loads the core action and the dual-artifact nature. It is appropriately sized with no wasted words, though it could add a brief usage note without becoming verbose.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool has 6 parameters, a nested object, and an output schema, the description is adequate but not rich. It explains the core purpose but omits guidance on collaboration edge cases (e.g., when ownerId is needed) or any preconditions. The schema and output schema compensate partly, but the description could do more.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the baseline is 3. The description does not add parameter-level meaning beyond the schema, but the dual-artifact framing helps understand how name/position relate. Since the schema already documents every parameter, no further compensation is needed.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific verb ('Add') and a specific resource ('BPMN data object reference and its non-rendered backing data object'), clearly identifying what the tool does. It distinguishes this from other add_* tools by focusing on data objects, though it does not explicitly name alternatives.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies usage for adding data objects but does not provide explicit when-to-use or when-not-to-use guidance relative to sibling tools like add_event, add_activity, or add_gateway. The schema hint about ownerId being required in collaborations is useful but lives in the schema, not the description.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

add_eventC

Add an event to the current diagram

ParametersJSON Schema
NameRequiredDescriptionDefault
nameNoName of the event
ownerIdNoOwning process ID (required when adding to a collaboration)
scopeIdNoContaining process or subprocess ID (defaults to ownerId)
attachToNoRequired activity ID for boundary events; invalid on other events. Cancel boundaries require a transaction.
positionNoPosition of the event (optional)
eventTypeYesType of event to add
cancelActivityNoWhether a boundary event interrupts its attached activity; compensation boundaries must be false
eventDefinitionNoEvent definition type. The event kind/type combination must be BPMN-legal.
eventDefinitionPayloadNoDefinition details. Timer requires timer; conditional requires condition. Message/signal/error/escalation roots are generated and may be named or assigned a stable ID here.

Output Schema

ParametersJSON Schema
NameRequiredDescription
filenameYesActive BPMN filename
elementIdYesStable generated or existing BPMN ID
elementTypeYes

TDQS

C2.9/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

All annotations are false, providing no safety or mutation hints, so the description carries the full burden of behavioral disclosure. The description only says 'Add', implying a mutation, but does not disclose side effects, required permissions, or failure modes (e.g., invalid eventType or BPMN constraints). This is inadequate for a complex modeling tool.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, concise sentence with zero wasted words. It is front-loaded and efficiently states the core purpose. However, given the tool's 9 complex parameters and nested objects, the description could arguably be slightly more informative, but it remains appropriately brief for a schema that is self-documenting.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Despite the presence of an output schema and detailed parameter descriptions, the tool description provides no high-level context about event types (start, end, boundary, etc.), parameter interrelations, or common usage patterns. It fails to synthesize the schema's information into a usable mental model, leaving an agent without guidance on selecting appropriate configurations.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, with detailed descriptions for each parameter (e.g., `eventType` enum, `attachTo` conditions, `cancelActivity` rules). The description adds no parameter-level information, so it relies entirely on the schema, which is the baseline when coverage is high. No extra value is provided.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool adds an event to the current diagram, specifying the verb (add), resource (event), and context (current diagram). This is distinct from sibling add_* tools because 'event' is a specific BPMN element type, though the description does not explicitly contrast with `add_activity` or `add_gateway`.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no guidance on when to use this tool versus alternatives like `add_activity`, `add_gateway`, or `add_pool`. The description simply states the action without mentioning exclusions, contexts, or alternative tools, leaving the agent to infer usage from the name and context.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

add_gatewayC

Add a gateway to the current diagram

ParametersJSON Schema
NameRequiredDescriptionDefault
nameNoName of the gateway (optional)
ownerIdNoOwning process ID (required when adding to a collaboration)
scopeIdNoContaining process or subprocess ID (defaults to ownerId)
positionNoPosition of the gateway (optional)
gatewayTypeYesType of gateway

Output Schema

ParametersJSON Schema
NameRequiredDescription
filenameYesActive BPMN filename
elementIdYesStable generated or existing BPMN ID
elementTypeYes

TDQS

C2.8/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations indicate this is a mutating operation (readOnlyHint=false) with no idempotency or open-world implications. The description adds minimal behavioral context by specifying it adds to the current diagram, but does not disclose potential side effects, required context (e.g., existing diagram), or behavior when called without a current diagram. Since annotations don't carry detailed behavioral information, the description should have done more.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, concise sentence with no wasted words, which is good. However, it is extremely short for a tool with five parameters and a nested object, leaving out any useful structural information. It is appropriately compact but borderline under-specified, so it earns a middle score.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's complexity (5 parameters, enum gatewayType, nested position object, and no output schema explanation), the description is far too minimal. It doesn't explain the gatewayType choices, the meaning of ownerId and scopeId, or how positioning works. An agent would have to rely entirely on the schema, and even then some context (e.g., relationship to current diagram) is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so all parameters are documented in the schema. The description itself adds no parameter semantics; it doesn't mention gatewayType, name, ownerId, scopeId, or position. With high schema coverage, the baseline is 3, and the description provides no extra value beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action (add) and the resource (gateway) and specifies the target (current diagram). It distinguishes from sibling add_* tools by resource type, though it doesn't mention the gatewayType parameter that differentiates gateway kinds. It is specific enough to identify the tool's purpose but lacks a mention of the required type parameter.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is provided on when to use this tool instead of alternatives like add_event, add_activity, or add_pool. There is no mention of prerequisites, context, or conditions for use. The description simply states the action without any usage context or exclusions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

add_laneA
Destructive

Add a lane to a white-box pool and assign flow nodes to it. Existing assignments are moved from their previous lane.

ParametersJSON Schema
NameRequiredDescriptionDefault
nameYesName of the lane
poolIdYesID of the pool to add lane to
positionNoPosition relative to existing lanesbottom
flowNodeIdsYesIDs of direct flow nodes in the pool process to assign to this lane

Output Schema

ParametersJSON Schema
NameRequiredDescription
laneIdYesStable generated or existing BPMN ID
poolIdYesStable generated or existing BPMN ID
filenameYesActive BPMN filename
assignedFlowNodeCountYes

TDQS

A4/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description discloses a key behavioral trait beyond annotations: 'Existing assignments are moved from their previous lane.' This adds specific context about mutation and potential data relocation, complementing the destructiveHint annotation without contradicting it.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences with no fluff. The first sentence front-loads the core action, and the second delivers a critical side-effect. Every word earns its place, making it highly efficient for quick comprehension.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Beyond the schema and annotations, the description covers the essential purpose and the move-behavior. It doesn't mention prerequisites (e.g., pool existence) or error conditions, but with an output schema present and a well-covered input schema, this is adequate for correct invocation in most cases.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema already provides full descriptions for all parameters (coverage 100%). The description does not add new meaning about params like position or flowNodeIds beyond what the schema states, so the baseline 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific verb and resource: 'Add a lane to a white-box pool and assign flow nodes to it.' It also notes the side-effect of moving existing assignments, which distinguishes it from simple add operations like add_pool. This makes the tool's purpose unambiguous.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies usage context (adding lanes to a white-box pool) but does not explicitly contrast with siblings like add_pool or add_activity. There is no 'use this when' or 'instead of' guidance, leaving the agent to infer from the resource type.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

add_poolB

Add a pool to the current collaboration diagram

ParametersJSON Schema
NameRequiredDescriptionDefault
nameYesName of the participant/pool
sizeNoSize of the pool (optional)
blackBoxNoCreate a black-box participant without an owned process
positionNoPosition of the pool (optional)

Output Schema

ParametersJSON Schema
NameRequiredDescription
blackBoxYes
filenameYesActive BPMN filename
elementIdYesStable generated or existing BPMN ID
processIdNoStable generated or existing BPMN ID

TDQS

B3.1/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations are all false (readOnlyHint: false, idempotentHint: false, etc.), so the description carries the full burden of behavioral disclosure. 'Add' implies a state mutation, but the description does not explain side effects, whether the current diagram must be open, or what happens to existing elements. It offers no additional behavioral context beyond the bare action.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, concise sentence with no filler or redundancy. It is front-loaded with the main action and delivers exactly the necessary information. No unnecessary details or repetition, making it a model of conciseness.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The tool has an output schema and full parameter documentation, so return values and parameter details are covered. However, the description does not provide usage context such as whether a diagram must be active, or how this relates to 'add_lane' (a common alternative). Given its simplicity and the availability of structural information, a 3 reflects a minimally adequate description with a notable gap in contextual guidance.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema has 100% parameter coverage, so each parameter is documented in the schema itself. The description adds no extra meaning to parameters like 'name', 'size', 'blackBox', or 'position'. Given high schema coverage, the baseline is 3, and the description does not raise it.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb 'add', the object 'pool', and the context 'current collaboration diagram'. It distinguishes the tool from siblings like add_association, add_event, and add_lane by naming a specific BPMN element and its scope. A 4 rather than 5 because it lacks any elaboration on what a 'pool' means in this domain, though the sibling set implies a BPMN context.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no guidance on when to use this tool versus alternatives such as add_lane or add_participant (if any exist). The description does not mention prerequisites, constraints, or situations where one would choose this over a sibling. Completely absent, earning a 2.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

add_text_annotationA

Add a BPMN text annotation, optionally associated with an existing element

ParametersJSON Schema
NameRequiredDescriptionDefault
sizeNoSize of the annotation
textYesAnnotation text preserved exactly, including whitespace, line breaks, and metacharacters
positionNoPosition of the annotation
textFormatNoOptional text media type; BPMN defaults to text/plain
associatedElementIdNoExisting element to link from the annotation with a separate undirected BPMN association

Output Schema

ParametersJSON Schema
NameRequiredDescription
filenameYesActive BPMN filename
annotationIdYesStable generated or existing BPMN ID
associationIdNoStable generated or existing BPMN ID

TDQS

A3.5/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=false, indicating mutation. The description adds the behavioral fact that an association may be created, which is beyond the annotation's binary mutation flag. However, it does not disclose side effects on the existing element (e.g., whether it modifies the element) or any failure modes. Given annotations carry the core mutation trait, this is adequate but not rich.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single sentence with no filler. It is front-loaded with the core action and resource, and the optional clause adds value without bloat. Every word earns its place.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The tool has 5 parameters (including nested objects) and an output schema. The description covers the fundamental action but omits any mention of context, such as that the annotation is added to the current diagram or any error conditions. However, given the schema fully documents parameters and the output schema exists, the description is minimally sufficient but not comprehensive.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, meaning all parameters have descriptive text. The tool description adds no parameter-specific details beyond highlighting the optional association, which is already captured in the associatedElementId description. Thus the description does not meaningfully augment the schema, warranting the baseline score of 3.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb 'Add' and the specific resource 'BPMN text annotation', and notes the optional association. This distinguishes it from sibling tools like add_event or add_activity, which target different element types. The purpose is unambiguous.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description gives no explicit guidance on when to use this tool versus alternatives. It mentions 'optionally associated' but does not explain when linking is appropriate or when to use add_association instead. There are no stated prerequisites, exclusions, or conditions for choosing this over other add-* tools.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

auto_layoutA
DestructiveIdempotent

Apply deterministic automatic layout. Collaboration processes are ranked independently; requested pool/lane sizes are lower bounds, manual coordinates are replaced, disconnected nodes stay in their owner, and message flows route after non-overlapping pool placement.

ParametersJSON Schema
NameRequiredDescriptionDefault
algorithmNoLayout algorithm to usehorizontal

Output Schema

ParametersJSON Schema
NameRequiredDescription
filenameYesActive BPMN filename
warningsYes
algorithmYes
elementCountYes
connectionCountYes

TDQS

A3.8/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description discloses specific behavioral traits beyond annotations: it explains that pool/lane sizes act as lower bounds, manual coordinates are replaced, disconnected nodes stay with their owner, and message flows route after pool placement. These details align with the destructiveHint and idempotentHint annotations, adding value by clarifying exact effects. No contradiction exists.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, information-dense sentence that front-loads the core action ('Apply deterministic automatic layout') before listing behaviors. It is concise, with no filler, though the list of clauses is a bit packed but still readable.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a layout tool with one optional parameter and an output schema, the description thoroughly covers the essential behaviors and constraints. It explains deterministic behavior, rank ordering, size bounds, coordinate replacement, and routing logic, leaving no ambiguity about what the operation does. The output schema handles return values, so nothing critical is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema fully documents the single parameter 'algorithm' with an enum and default, achieving 100% coverage. The description adds no additional meaning about the parameter or its values. Since the schema already covers it, a baseline of 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action 'Apply deterministic automatic layout' with a specific verb and resource. It goes beyond a simple statement to enumerate key behavioral rules (e.g., collaboration processes ranked independently, manual coordinates replaced), making its purpose precise and unambiguous. It is easily distinguishable from siblings, none of which perform layout operations.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides no guidance on when to use this tool versus alternatives. It does not mention any conditions, prerequisites, or exclusions. While it implies use for automatic layout, it fails to explicitly state the scenario or contrast with manual layout or other tools.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

closeB
Idempotent

Close the current diagram and clear the context

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription
nameYes
filenameYesActive BPMN filename
processIdYesStable generated or existing BPMN ID

TDQS

B3.4/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare idempotentHint=true and destructiveHint=false, so the description doesn't need to restate those. It adds the side effect of clearing the context, which is beyond the annotations, but does not clarify whether changes are saved or discarded, or if the action is reversible. Given the annotations, a 3 is appropriate; more detail would be better for a state-changing operation.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, concise sentence that front-loads the primary action and includes the secondary effect. No unnecessary words or repetition. It is appropriately concise for a simple tool.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With no parameters and an output schema present, the description covers the essential behavior. However, given the large set of sibling tools, it lacks context about when to use 'close' versus alternatives like 'save' or 'delete'. The description is functional but not rich enough for an agent to confidently choose it in all relevant scenarios.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool has zero parameters and the input schema is empty with 100% coverage. As per the baseline for 0-parameter tools, the description does not need to elaborate on parameters, and it doesn't. This is fully adequate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action ('Close the current diagram and clear the context'), which is specific and unambiguous. It identifies the resource (diagram) and the extra behavior (clearing context). However, it does not explicitly differentiate from sibling tools like 'save' or 'delete', though the action is distinct enough that the purpose is clear.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no guidance on when to use this tool versus alternatives such as 'save', 'new_bpmn', or 'delete_diagram_file'. The description only states what it does, not the context in which it should be chosen. With many sibling tools, an agent is left to infer when closing is appropriate.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

connectC

Connect two elements in the current diagram

ParametersJSON Schema
NameRequiredDescriptionDefault
labelNoLabel for the connection (optional)
sourceIdYesID of the source element
targetIdYesID of the target element
conditionNoFormal condition expression for a sequence flow; cannot be combined with isDefault
isDefaultNoMake this the source activity/gateway default flow; default flows cannot have conditions
conditionTypeNoBPMN expression type; only valid when condition is supplied (defaults to bpmn:FormalExpression)
conditionLanguageNoLanguage URI or identifier; only valid when condition is supplied

Output Schema

ParametersJSON Schema
NameRequiredDescription
filenameYesActive BPMN filename
sourceIdYesStable generated or existing BPMN ID
targetIdYesStable generated or existing BPMN ID
connectionIdYesStable generated or existing BPMN ID
connectionTypeYes

TDQS

C2.3/5.0
Behavior1/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations provide no positive hints (all false), so the description carries the full burden of behavioral disclosure. It fails to mention that this modifies the diagram, whether it validates element existence or compatibility, or any side effects. The agent has no idea what the operation actually does beyond a generic 'connect'.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is extremely concise (one sentence), but it lacks the substance needed to be useful. It doesn't front-load key constraints or provide any structure that helps an agent parse intent quickly. While brevity is good, this is under-specification rather than efficient framing.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness1/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With 7 parameters including condition, isDefault, and language options, the description is grossly incomplete. An agent has no high-level understanding of how to use these together (e.g., when to supply a condition vs setting a default flow), or what the operation returns (despite an output schema, the description doesn't set context). The tool needs far more narrative to be safely invoked.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so all parameters are documented in the schema. The description itself adds no extra meaning beyond the generic notion of connecting, which is the baseline expectation for high coverage. It does not explain relationships between parameters (e.g., condition vs isDefault) outside what the schema already states.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a clear verb+resource ('Connect two elements in the current diagram') that conveys the basic action. It does not differentiate from sibling tools like add_association, which might represent a similar connection operation, so it lacks explicit distinguishing context.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines1/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no guidance on when to use this tool versus alternatives such as add_association, or on the prerequisites (e.g., elements must exist). With many sibling tools and complex connection semantics, the complete absence of routing information leaves an agent unable to choose correctly.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

currentB
Read-onlyIdempotent

Get information about the current diagram

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription
currentYes
diagramNo

TDQS

B3.2/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the safety profile is clear. The description adds nothing beyond the name about behavior—it doesn't mention output format, scope, or any side effects. With strong annotations, a 3 is appropriate because it adds minimal context beyond structured data.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

A single, concise sentence with no wasted words. The core action and target are front-loaded. Perfectly sized for a zero-parameter read tool.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The tool has an output schema that presumably defines the return structure, so that gap is covered. However, the description doesn't clarify what 'information' means in practice—whether it returns the full diagram model, just properties, or a summary. Given the broad sibling set of read-like tools (list_elements, get_element, export), a slightly more explicit scope would make it self-contained. It's minimally complete but leaves ambiguity.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema has zero parameters, so schema description coverage is trivially 100%. With no parameters to explain, the baseline is 4. The description doesn't need to elaborate on parameters; it correctly avoids redundant parameter details.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a clear verb ('Get') and a resource ('current diagram'), but 'information' is vague—it doesn't specify whether this returns metadata, elements, or both. It's distinguishable from get_element (which targets a specific element) but not precisely from list_elements or export. The purpose is understandable but under-specified.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is given on when to use this tool versus alternatives like list_elements, get_element, or export. It does not state what kind of 'information' it returns or when a caller should prefer this over sibling read operations. The usage context must be inferred entirely from the tool name.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

delete_diagram_fileB
DestructiveIdempotent

Delete a saved BPMN diagram file

ParametersJSON Schema
NameRequiredDescriptionDefault
filenameYesFilename of the diagram to delete

Output Schema

ParametersJSON Schema
NameRequiredDescription
filenameYes
closedCurrentYes

TDQS

B3.1/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description simply says 'delete', which is consistent with the destructiveHint annotation, but adds no extra behavioral context such as irreversibility, error handling for missing files, or side effects. Given the annotations already declare destructiveHint=true and idempotentHint=true, the description contributes no new information about the tool's behavior.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, efficient sentence that states the action and object without extraneous details. It is front-loaded with the verb, and every word earns its place. There is no redundancy or filler.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple, one-parameter delete operation, the description is mostly sufficient, and the presence of an output schema means return values need not be explained. However, it lacks usage context (when to use vs. alternatives) and practical constraints (e.g., availability of the file), which an agent would benefit from. Given the sibling tool delete_element exists, the absence of any differentiation weakens completeness.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The parameter 'filename' is fully described in the schema ('Filename of the diagram to delete'), and schema coverage is 100%. The description adds no further meaning beyond the schema; it only reiterates that the file is a BPMN diagram, which is already implicit. This meets the baseline but does not enhance understanding.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb 'delete' and the resource 'a saved BPMN diagram file', which distinguishes it from sibling tools like delete_element that target elements rather than files. It is specific and unambiguous, though it does not elaborate on what 'saved' means in context.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides no guidance on when to use this tool versus alternatives such as delete_element or close. It does not mention prerequisites (e.g., the file must exist) or situations where deletion is not appropriate, leaving the agent to infer usage solely from the name and description.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

delete_elementA
DestructiveIdempotent

Delete an element (cascading incident connections) or a connection while preserving its endpoints

ParametersJSON Schema
NameRequiredDescriptionDefault
elementIdYesID of the element to delete

Output Schema

ParametersJSON Schema
NameRequiredDescription
filenameYesActive BPMN filename
elementIdYesStable generated or existing BPMN ID
deletedKindYes
removedConnectionCountYes

TDQS

A3.9/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare destructiveHint=true and idempotentHint=true, so the agent knows it is a destructive, repeatable operation. The description adds value beyond these by specifying that element deletion cascades incident connections while connection deletion preserves endpoints. This is crucial context not present in annotations. No contradiction with annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, compact sentence that front-loads the primary action and packs the two modes and their effects efficiently. Every word earns its place, with no redundancy or filler. It is optimally sized for the complexity of the tool.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a one-parameter destructive tool with annotations covering safety and an output schema present, the description is largely complete. It explains the two deletion modes and their different implications. Minor omission: it does not explicitly state what happens to the endpoints of incident connections when deleting an element (beyond implying they are cascaded), which could be clarified. Overall, adequate for an agent to call it correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema describes elementId as 'ID of the element to delete' with 100% coverage, but the tool description reveals that elementId can also refer to a connection, adding meaning beyond the schema. It clarifies that the ID serves double duty. However, it does not specify how an agent can distinguish an element ID from a connection ID, which is a minor gap.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific verb ('Delete') and resource ('an element or a connection'), and concisely differentiates the two modes with their distinct effects. It is clear what the tool does overall, though it does not explain how it determines which mode applies (which is left to the parameter value).

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides implicit usage guidance by explaining that it can delete either an element (cascading incident connections) or a connection (preserving endpoints), which helps an agent choose the appropriate action. However, it does not explicitly state when to prefer this tool over alternatives (no other element-deletion tool exists among siblings) or provide conditions for exclusion. The guidance is functional but not explicit about scenarios where deletion should not be used.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

exportA
Read-onlyIdempotent

Export the current diagram as BPMN XML text or an embedded image/svg+xml resource rendered by bpmn-js

ParametersJSON Schema
NameRequiredDescriptionDefault
formatNoExport formatxml
formattedNoWhether to format the output (for XML)

Output Schema

ParametersJSON Schema
NameRequiredDescription
uriNo
formatYes
filenameYesActive BPMN filename
mimeTypeYes
processIdYesStable generated or existing BPMN ID
byteLengthYes

TDQS

A4.3/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, covering the safety profile. The description adds that the output is 'rendered by bpmn-js', which is a behavioral detail beyond the annotations. It does not contradict any annotation; it is consistent. The description doesn't need to repeat safety hints since annotations carry that, and it adds value with the rendering detail.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

A single sentence that is front-loaded with the action ('Export') and resource ('current diagram'), followed by the output formats and rendering detail. There is zero filler or repetition. Every word contributes to clarity.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given that the output schema exists (as indicated by context signals), the description does not need to explain return values. The tool has two optional parameters that are fully documented in the schema, and the description covers purpose and output formats. Annotations cover safety. Nothing needed for an agent to call this tool successfully is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema describes both parameters: 'format' with enum values and a default, and 'formatted' with a description. Schema description coverage is 100%, so the schema already documents parameters thoroughly. The description does not add any extra meaning about parameter syntax, alternatives, or nuances beyond what the schema provides. Baseline 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the specific verb 'export' and the resource 'current diagram', and specifies the two possible output formats (BPMN XML or svg+xml). This distinguishes it from sibling tools like save and save_as, which persist files, while export produces a serialized representation. No ambiguity about what the tool does.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description gives clear context that this tool is for exporting the current diagram in a specific format, which is implicitly distinct from saving or opening. It does not explicitly mention when not to use it or name alternatives, but the purpose is self-evident given the format and the 'current diagram' scope. A slight gap is the lack of explicit routing to save_as for persistence, but the context is adequate.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_diagrams_pathA
Read-onlyIdempotent

Get the path where BPMN diagrams are saved

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription
pathYes

TDQS

A3.8/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true, idempotentHint=true, and destructiveHint=false, so the safety profile is clear. However, the description adds no additional behavioral context, such as what the returned path looks like or any side effects, which is minimal over the annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

One concise sentence with no filler. The purpose is stated directly and front-loaded.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a trivial getter with no parameters and an existing output schema, the description is adequate. It doesn't provide context on typical use cases, but that's not necessary given its simplicity.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool has zero parameters, so the description adds no parameter meaning. According to the rubric, 0 params has a baseline of 4, which is appropriate since there is nothing to explain.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool retrieves the path where BPMN diagrams are saved. It is specific and distinguishes from siblings like open_bpmn or list_diagrams, as it returns the location rather than contents or list.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description gives no guidance on when to use this tool versus alternatives, such as list_diagrams or current. It only states what it does, leaving the agent to infer usage from the name.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_elementB
Read-onlyIdempotent

Get details of a specific element or association in the current diagram

ParametersJSON Schema
NameRequiredDescriptionDefault
elementIdYesID of the element

Output Schema

ParametersJSON Schema
NameRequiredDescription
idYesStable generated or existing BPMN ID
kindNo
nameNo
sizeNo
typeYes
ownerIdNoStable generated or existing BPMN ID
scopeIdNoStable generated or existing BPMN ID
incomingNo
outgoingNo
positionNo
sourceIdNoStable generated or existing BPMN ID
targetIdNoStable generated or existing BPMN ID
waypointsNo
processRefNoStable generated or existing BPMN ID
propertiesNo
defaultFlowNoStable generated or existing BPMN ID
associationDirectionNo

TDQS

B3.4/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true and destructiveHint=false, covering the safety profile. The description adds the useful context that it operates on 'specific' elements and associations within the 'current diagram', which is not in the annotations. However, it does not disclose behavior on missing IDs or error conditions; the output schema likely covers return format.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, front-loaded sentence with zero redundancy. It states the action, scope, and resource type efficiently, making it easy to parse.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The description covers the essential scope ('current diagram', 'element or association') and safety is fully provided by annotations. The presence of an output schema means return values are documented elsewhere. It omits potential error behavior for nonexistent IDs, but that is a minor gap for such a simple retrieval tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema already provides a description for elementId ('ID of the element'), and the description ('Get details of a specific element or association') implies it is the target identifier. No additional semantic detail is added beyond the schema, and with 100% schema coverage the baseline is 3.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb 'Get' and the resource 'details of a specific element or association', and scopes it to 'the current diagram'. It distinguishes from list_elements (which lists) and update_element (which updates) by emphasizing specificity, though it does not explicitly name alternatives.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is provided on when to use this tool versus its siblings, such as list_elements for enumeration or update_element for modification. The word 'specific' implies single-element retrieval, but no explicit selection criteria or alternative routing is given.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_diagramsA
Read-onlyIdempotent

List diagrams in stable filename order as { count, returnedCount, offset, limit, hasMore, diagrams, path }; request the next page with offset + returnedCount

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNoMaximum results to return (default 100, max 500)
offsetNoZero-based offset in the stable result order

Output Schema

ParametersJSON Schema
NameRequiredDescription
pathYes
countYes
limitYes
offsetYes
hasMoreYes
diagramsYes
returnedCountYes

TDQS

A4.5/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The annotations already declare read-only, idempotent, and non-destructive behavior, so the description's job is lighter. It adds valuable context about stable ordering and pagination mechanics, going beyond what annotations provide. Does not contradict annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

A single sentence that starts with the core purpose, then compactly provides return structure and pagination instruction. No wasted words; everything is essential and immediately useful.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a read-only list operation, the description covers the result format, pagination logic, and ordering guarantee. The output schema (if present) is not shown, but the description explicitly lists the response fields, making it self-contained. No missing information that an agent would need to call this tool correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% for both parameters (limit, offset), but the description enhances understanding by explaining offset in the context of 'stable filename order' and pagination, which is not fully captured by the schema. This adds functional meaning beyond parameter names and defaults.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a clear verb ('List') and resource ('diagrams') with the specific ordering definition ('stable filename order'). It also specifies the return shape, making it unambiguous what the tool does and how it differs from other diagram operations like open, save, or export.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Provides explicit pagination usage ('request the next page with offset + returnedCount') which is key to correct invocation. It doesn't explicitly mention when not to use this tool, but no direct alternative exists among siblings for listing diagrams, so the guidance is sufficient for the use case.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

list_elementsA
Read-onlyIdempotent

List elements and association artifacts in stable ID order as { count, returnedCount, offset, limit, hasMore, elements }; request the next page with offset + returnedCount

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNoMaximum results to return (default 100, max 500)
offsetNoZero-based offset in the stable result order
elementTypeNoFilter by element type (optional)

Output Schema

ParametersJSON Schema
NameRequiredDescription
countYes
limitYes
offsetYes
hasMoreYes
elementsYes
returnedCountYes

TDQS

A4.7/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, idempotentHint, and destructiveHint=false, so the safety profile is covered. The description adds meaningful behavioral traits beyond annotations: it specifies the response envelope, the stable sort order, and the pagination mechanism (offset + returnedCount). This gives the agent expectations about ordering and data volume that structured metadata alone cannot convey.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single compact sentence that front-loads the core purpose, then specifies the response format, and closes with pagination guidance. Every clause earns its place; there is no fluff or redundancy. It respects the token budget while delivering high-value details.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given that an output schema exists (covering return values), the annotations cover read-only/idempotent safety, and the input schema fully documents all three parameters, the description is complete for an agent to call this tool correctly. It adds the crucial non-obvious detail of stable ordering and pagination, making it self-sufficient for both initial listing and subsequent page requests.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% and every parameter (limit, offset, elementType) has a description, so the baseline is 3. The description adds contextual semantics for offset by tying it to the stable ID order and the pagination rule (offset + returnedCount), which clarifies how offset behaves beyond the schema's 'Zero-based offset' note. This elevates it above baseline.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description opens with a specific verb and resource: 'List elements and association artifacts'. It further specifies the ordering ('stable ID order') and the exact response shape. This clearly distinguishes list_elements from sibling tools like get_element (targeted retrieval) and delete_element (mutation), so an agent can select it without needing to inspect the schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description does not name alternative tools or give explicit when-not-to-use guidance, but it provides actionable usage context: it explains the pagination contract ('request the next page with offset + returnedCount'), which is the core operational detail. This is clear context, though it stops short of contrasting with siblings like get_element or export.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

new_bpmnA

Create a new BPMN diagram and set it as current context

ParametersJSON Schema
NameRequiredDescriptionDefault
nameYesName of the diagram
typeNoType of diagram to createprocess
extensionProfileNoBPMN extension profile; portable emits no vendor attributesportable

Output Schema

ParametersJSON Schema
NameRequiredDescription
nameYes
typeYes
filenameYesActive BPMN filename
processIdYesStable generated or existing BPMN ID
extensionProfileYes

TDQS

A3.5/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description discloses that it creates a diagram and sets it as the current context, which is a side effect. Annotations are minimal (all false), so the description carries the burden. However, it doesn't mention whether the diagram is persisted, what happens to the previous current diagram, or any error conditions. This is adequate but lacks depth.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single concise sentence that front-loads the primary action and key side effect. No filler or redundant content. It efficiently conveys the essence.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple creation tool with fully documented parameters and an output schema, the description is mostly adequate but lacks usage guidance and detailed behavioral context (e.g., where the diagram is stored, effect on existing state). It covers the minimum but leaves some gaps that an agent might need.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% for all three parameters (name, type, extensionProfile), each with clear descriptions and enums. The description adds no extra meaning beyond what the schema provides. Baseline 3 applies since the schema does the heavy lifting.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action (create) and resource (BPMN diagram) and an additional effect (set as current context). It distinguishes from siblings like open_bpmn (open existing) and new_from_mermaid (create from mermaid), making the tool's purpose unambiguous.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description gives no explicit guidance on when to use this tool versus alternatives. It doesn't mention conditions, exclusions, or when to prefer other tools like new_from_mermaid for mermaid-derived diagrams. Usage context is only implied by the tool's name and sibling list.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

new_from_mermaidA

Create a new BPMN diagram from Mermaid code and set it as current context

ParametersJSON Schema
NameRequiredDescriptionDefault
nameYesName for the new diagram
mermaidCodeYesMermaid flowchart code to convert
extensionProfileNoBPMN extension profile for the authored documentportable

Output Schema

ParametersJSON Schema
NameRequiredDescription
nameYes
typeYes
filenameYesActive BPMN filename
warningsYes
flowCountYes
nodeCountYes
processIdYesStable generated or existing BPMN ID
extensionProfileYes

TDQS

A4/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=false and destructiveHint=false, so safety is covered. The description adds the behavioral trait of setting the new diagram as the current context, which is not in annotations. This is useful context beyond the structured data, though it does not disclose error handling or prerequisites.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, front-loaded sentence that states the action, the input, and the side effect without any redundancy. Every word contributes to the meaning, making it highly concise and structured.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The tool is a straightforward creation operation with a side effect. The description states the core purpose and the current-context behavior. An output schema exists (as indicated), so return values are presumably covered elsewhere. The description is sufficient for an agent to understand how to invoke it correctly, though it does not mention potential failure modes or prerequisites.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema descriptions fully cover all three parameters (name, mermaidCode, extensionProfile) with 100% coverage. The tool description does not add any further meaning beyond what the schema already provides, so the baseline score of 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states a specific verb ('Create'), a resource ('a new BPMN diagram from Mermaid code'), and a distinct side effect ('set it as current context'). It differentiates from siblings like new_bpmn (likely empty diagram) and open_mermaid_file (opens existing file) by emphasizing the conversion and context-setting behavior.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies usage when you have Mermaid code and want to convert it to BPMN, but it does not explicitly state when to use this tool versus alternatives such as new_bpmn or open_mermaid_file. There is no 'use this when' or 'prefer this over' guidance, leaving the agent to infer context from the purpose.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

open_bpmnA
Idempotent

Open an existing BPMN file and set it as current context

ParametersJSON Schema
NameRequiredDescriptionDefault
filenameYesFilename of the BPMN diagram to open

Output Schema

ParametersJSON Schema
NameRequiredDescription
nameYes
typeYes
filenameYesActive BPMN filename
processIdYesStable generated or existing BPMN ID
elementCountYes
connectionCountYes
extensionProfileYes

TDQS

A4.3/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already disclose idempotency (idempotentHint: true) and non-destructiveness (destructiveHint: false). The description adds the key behavioural trait of switching the current context, which is not captured by annotations. It does not discuss failure modes, but given the annotations and the simple nature of the tool, this is sufficient.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

A single, front-loaded sentence states the action and effect with zero filler. Every word adds value, and the structure is optimally compact for a tool with one parameter.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple tool with one parameter, an output schema, and annotations that cover safety, this description is complete. It explains what the tool does (opens and sets context), and nothing else is needed for an agent to invoke it correctly. The existence of the output schema relieves the description from explaining return values.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema fully describes the single parameter ('filename': 'Filename of the BPMN diagram to open') with 100% coverage. The description does not add any extra meaning about the parameter (e.g., path patterns, extensions, or constraints), so it merely echoes the schema. A baseline of 3 is appropriate when the schema carries the semantic load.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description uses a specific verb ('Open'), a clear resource ('existing BPMN file'), and an explicit effect ('set it as current context'). This distinguishes it from siblings like new_bpmn (create), open_mermaid_file (different format), and save (persist), making the purpose unambiguous.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description clearly implies usage: open an existing BPMN diagram to make it the working context. It does not explicitly name alternatives or conditions for when not to use it, but the resource type ('existing BPMN') implicitly rules out new files or other formats. A named alternative would be stronger, but the core context is clear.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

open_mermaid_fileA

Open a Mermaid file, convert it to BPMN, and set as current context

ParametersJSON Schema
NameRequiredDescriptionDefault
filenameYesFilename of the Mermaid file to open and convert
extensionProfileNoBPMN extension profile for the authored documentportable

Output Schema

ParametersJSON Schema
NameRequiredDescription
nameYes
typeYes
filenameYesActive BPMN filename
warningsYes
flowCountYes
nodeCountYes
processIdYesStable generated or existing BPMN ID
sourceFilenameYes
extensionProfileYes

TDQS

A4/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already mark the tool as non-read-only and non-destructive, and the description adds the key side effect of setting current context. It does not disclose potential impacts on unsaved work or file modifications, but given the annotation coverage, the provided behavioral details are adequate and non-contradictory.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, efficient sentence that front-loads the primary action (open, convert, set context). Every word adds value with no redundancy.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The description covers the core purpose and the side effect of setting current context, while an output schema exists and all parameters are fully described. It does not explicitly mention the extensionProfile's role, but that is a minor omission given the schema's clarity.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Both parameters (filename and extensionProfile) have full descriptions in the schema, including the enum for extensionProfile. The tool description itself adds no extra parameter context, which is acceptable because schema coverage is 100%.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a clear verb-resource-action: open a Mermaid file, convert it to BPMN, and set it as current context. This distinguishes it from siblings like open_bpmn (which opens BPMN files) and new_from_mermaid (which creates new BPMN from Mermaid).

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The context where this tool should be used is implied: when an existing Mermaid file needs to be converted and made the active diagram. However, it does not explicitly mention alternatives or conditions for selection, leaving the agent to infer from tool names and sibling descriptions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

saveA
DestructiveIdempotent

Save the current diagram to its file (error if no filename set)

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription
nameYes
filenameYesActive BPMN filename
processIdYesStable generated or existing BPMN ID

TDQS

A4/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare destructiveHint=true and idempotentHint=true, covering the safety profile. The description adds the error condition (error if no filename set), which is useful behavioral context, but little else about side effects. It does not contradict annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single concise sentence that front-loads the primary action and immediately notes the key error condition. Every word earns its place, with no filler or repetition of schema information.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool has no parameters and an output schema exists, the description adequately covers what the tool does and a critical edge case (missing filename). It does not discuss permissions or asynchronous behavior, but these are minor for a save operation with existing annotations.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

This tool has zero parameters, so the description does not need to explain parameter semantics. The baseline of 4 applies because there is nothing to elaborate on; the description correctly avoids adding irrelevant details.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states the exact action (save), the resource (current diagram), and the destination (its file), which immediately distinguishes it from save_as. The error condition adds precision. This is a clear, unambiguous purpose for an agent.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies that a filename must already be set to avoid an error, which indirectly suggests using save_as when no filename is set, but it does not explicitly name save_as or other alternatives. This leaves usage guidance implicit rather than explicit.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

save_asA
Idempotent

Save the current diagram with a new filename

ParametersJSON Schema
NameRequiredDescriptionDefault
filenameYesNew filename for the diagram

Output Schema

ParametersJSON Schema
NameRequiredDescription
nameYes
filenameYesActive BPMN filename
processIdYesStable generated or existing BPMN ID

TDQS

A3.7/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=false (write operation) and destructiveHint=false. The description adds the key 'new filename' behavior but does not disclose side effects such as whether the current diagram's internal file reference changes to the new filename, or what happens if a file with the same name already exists (overwrite vs. error). The description adds minimal behavioral context beyond the annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, succinct sentence with no extraneous words. It front-loads the verb and directly conveys the essential action and differentiator. There is zero waste.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The tool is simple (one parameter) and has an output schema, so return values are likely covered. However, the description omits important behavioral nuances: what happens to the current diagram's file association after save_as, and whether existing files are overwritten. Given the presence of a sibling 'save' tool, an explicit clarification of when to use save_as versus save would improve completeness.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100% (the 'filename' parameter has a clear description: 'New filename for the diagram'). The tool description essentially repeats this information without adding further meaning. The baseline of 3 applies since the schema fully documents the parameter.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description 'Save the current diagram with a new filename' clearly states the action (save), the resource (current diagram), and the key differentiator (with a new filename) that distinguishes it from the sibling 'save' tool. An agent can immediately understand what this tool does and how it differs from the alternative.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies usage context (use when you want to save under a different name) but does not explicitly state when to prefer this over 'save' or mention any exclusions. The differentiation is implicit via the phrase 'with a new filename' rather than an explicit 'use this when you want to keep the original file intact'.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

update_elementA
DestructiveIdempotent

Update properties of an element in the current diagram

ParametersJSON Schema
NameRequiredDescriptionDefault
nameNoNew name for the element
elementIdYesID of the element to update
propertiesNoTyped properties to update. isCollection and itemSubjectRef apply only to data object references; null clears itemSubjectRef, assignee, candidateGroups, or dueDate. Unknown and namespace-qualified fields are rejected.
defaultFlowNoOutgoing sequence-flow ID to make the element default, or null to clear its default flow

Output Schema

ParametersJSON Schema
NameRequiredDescription
filenameYesActive BPMN filename
elementIdYesStable generated or existing BPMN ID

TDQS

A3.5/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already indicate destructiveHint=true and idempotentHint=true, so the description does not need to restate that it mutates. However, the description adds no additional behavioral context, such as whether updating is partial (only provided properties change), whether null clears fields, or what happens if the element does not exist. Given the sparse description, the agent must rely on the schema for these nuances. The description is consistent with annotations but adds minimal value.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, front-loaded sentence with no wasted words. It clearly communicates the action and target. This is exemplary conciseness.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The tool has a complex schema with nested properties and an output schema, and the description is very brief. While the schema carries detailed parameter semantics and annotations indicate destructive behavior, the description does not explain the partial-update semantics (unchanged properties remain) or that certain fields apply only to specific element types. An agent would need to read the schema carefully. For a mutation tool with this complexity, the description could provide more context, making it adequate but not complete.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100% – each parameter (elementId, name, defaultFlow, and the properties object) already has a detailed description in the schema, including notes on clearing fields and restrictions. The tool description itself adds no semantic information about parameters, so it does not compensate beyond what the schema provides. Baseline of 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a clear verb ('Update') and a specific resource ('properties of an element in the current diagram'). This distinguishes it from sibling tools like get_element, delete_element, and add_* tools. The mention of 'current diagram' adds context. It is specific and unambiguous.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description gives no explicit guidance on when to use this tool versus alternatives, such as save (which persists the whole diagram) or get_element (to read). Usage is implied by the name and description, but there is no directing of the agent to consider alternatives or exclusions. It is acceptable but not explicit.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

validateA
Read-onlyIdempotent

Validate the current diagram using cumulative BPMN checks: syntax parses XML and resolves references; semantic adds owner-aware event, flow, subprocess, lane, and collaboration rules; full also adds executable-profile start/end/connectivity guidance

ParametersJSON Schema
NameRequiredDescriptionDefault
levelNoCumulative validation level: syntax; syntax + semantic; or syntax + semantic + executable-profile guidancefull

Output Schema

ParametersJSON Schema
NameRequiredDescription
levelYes
validYes
errorsYes
issuesYes
summaryYes
filenameYesActive BPMN filename
warningsYes

TDQS

A4.4/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, idempotentHint, and destructiveHint, establishing the safety profile. The description adds valuable behavioral context by detailing what each validation level actually does—syntax parsing and reference resolution, semantic rules for events/flows/subprocesses/lanes/collaborations, and executable-profile guidance for full. This goes beyond the annotations and helps the agent understand what the validation entails, without contradicting the annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single sentence, but it is well-structured with semicolons to separate the levels, and it front-loads the primary action ('Validate the current diagram'). It avoids unnecessary words while conveying all key information. The length is appropriate for the complexity of the tool's levels, and it doesn't repeat what the schema already states.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's simplicity (one optional parameter, no required params), the description adequately covers the validation levels and what they involve. An output schema exists, so the return value is documented elsewhere. The description is complete for an agent to understand how to invoke the tool and what to expect from each level, with no missing critical details.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema covers the 'level' parameter with enum values and a description, but the tool description provides much richer semantics by explaining exactly what each level checks. For example, 'syntax parses XML and resolves references' adds meaning beyond the schema's simple cumulative statement. Since schema coverage is 100%, a baseline of 3 is appropriate, but the elaboration justifies a 4.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the verb 'Validate' and the resource 'current diagram', making the tool's purpose unambiguous. It also distinguishes itself by explaining the cumulative levels, which is specific and not redundant with the name. Since sibling tools are all editing/IO operations, this is clearly the validation tool, and the description highlights its unique functionality.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides clear context on when to use the tool (to validate the current diagram) and explains the different validation levels, implicitly guiding the agent on choosing the appropriate level. It doesn't mention alternatives because there are none among the siblings that serve a similar purpose, so the absence of explicit exclusion is acceptable. The trigger condition is well-defined.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 27 tool updatesv0.2.0
    • First observedadd_activity
    • First observedadd_association
    • First observedadd_data_object
    • First observedadd_event
    • First observedadd_gateway
    • First observedadd_lane
    • First observedadd_pool
    • First observedadd_text_annotation
    • First observedauto_layout
    • First observedclose
    • First observedconnect
    • First observedcurrent
    • First observeddelete_diagram_file
    • First observeddelete_element
    • First observedexport
    • First observedget_diagrams_path
    • First observedget_element
    • First observedlist_diagrams
    • First observedlist_elements
    • First observednew_bpmn
    • First observednew_from_mermaid
    • First observedopen_bpmn
    • First observedopen_mermaid_file
    • First observedsave
    • First observedsave_as
    • First observedupdate_element
    • First observedvalidate

TDQS

B3.4/5.0

Scored across 27 tools

Disambiguation5/5

Each tool targets a clearly distinct action or resource. Element creation tools are separated by type (event, activity, gateway, data object, annotation, pool, lane), and file operations are distinct (new, open, save, save_as, close, list, delete). No two tools appear to overlap in purpose.

Naming Consistency4/5

The naming pattern is mostly consistent with verb-first, underscore-separated names (e.g., add_event, list_elements, delete_diagram_file). Minor deviations exist, such as 'new_from_mermaid' and 'open_mermaid_file' vs. 'open_bpmn', and the noun 'current' as a standalone tool, but overall the convention is coherent.

Tool Count4/5

27 tools is above the typical 3-15 range, but the complexity of a BPMN editor justifies the breadth. The tools cover file management, element operations, validation, layout, and export without excess overlap, so the count feels justified rather than bloated.

Completeness5/5

The tool surface is remarkably complete for a BPMN diagramming server. It covers full CRUD for elements and files, connections, associations, validation at multiple levels, layout, and export. There are no glaring gaps that would hinder common workflows, including lifecycle operations for diagrams and elements.

Maintenance

ActivitySlowing
ResponsivenessNo issues

Related MCP Connectors

Related MCP Servers

  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that enables AI assistants to programmatically create, modify, and export BPMN 2.0 workflow diagrams. It supports managing various process elements and sequence flows while providing export capabilities to standard XML and SVG formats.
    7
    14
    MIT
  • F
    license
    B
    quality
    D
    maintenance
    Enables AI agents to create, manipulate, and manage BPMN 2.0 diagrams programmatically, with support for Mermaid conversion, auto-layout, and file persistence.
    24
    12
    -
  • F
    license
    Not graded
    quality
    F
    maintenance
    Enables AI-driven graphical diagram creation and manipulation using natural language, with support for BPMN workflows, analysis, and manual editing via the Model Context Protocol.
    1
    -
  • F
    license
    C
    quality
    B
    maintenance
    Enables generating BPMN 2.0 process models from natural language descriptions, YAML, or images via OCR, with templates, validation, and compatibility with tools like Bizagi Modeler and Camunda Modeler.
    41
    -