OpenSearch Logs MCP Server
OpenSearch Logs MCP Server
MCP (Model Context Protocol) server para consultar logs de OpenTelemetry en OpenSearch. Soporta ambientes de desarrollo (dev) y producción (prod).
Arquitectura
El servidor sigue los principios SOLID y Clean Architecture:
src/
├── index.ts # Entry point
├── server.ts # MCP Server setup
├── config/
│ └── environments.ts # Environment configuration
├── types/
│ └── index.ts # Type definitions
├── services/
│ ├── opensearch-client.ts # HTTP client for OpenSearch
│ └── log-search.service.ts # Business logic
├── tools/
│ ├── tool-definitions.ts # Tool schemas
│ └── tool-handlers.ts # Tool execution
└── utils/
├── query-builder.ts # Query construction (Builder pattern)
└── time-range.ts # Time utilitiesPrincipios Aplicados
Single Responsibility (SRP): Cada módulo tiene una única responsabilidad
Open/Closed (OCP): Fácil agregar nuevas herramientas sin modificar código existente
Dependency Inversion (DIP): Los servicios dependen de abstracciones (interfaces)
Builder Pattern:
QueryBuilderpara construcción fluida de queries
Related MCP server: datadog-logs-mcp
Instalación
cd Tools/mcp-opensearch-logs
npm install
npm run buildConfiguración en Cursor
Agrega esto a tu configuración de Cursor (~/.cursor/mcp.json):
{
"mcpServers": {
"opensearch-logs": {
"command": "node",
"args": ["/ruta/al/proyecto/Tools/mcp-opensearch-logs/dist/index.js"],
"env": {
"OPENSEARCH_DEV_USERNAME": "tu-usuario-dev",
"OPENSEARCH_DEV_PASSWORD": "tu-password-dev",
"OPENSEARCH_PROD_USERNAME": "tu-usuario-prod",
"OPENSEARCH_PROD_PASSWORD": "tu-password-prod"
}
}
}
}Herramientas Disponibles
search_logs
Búsqueda libre con sintaxis Lucene.
Parámetro | Tipo | Requerido | Descripción |
environment |
| ✅ | Ambiente a consultar |
query | string | ✅ | Query en sintaxis Lucene |
timeRange |
| ❌ | Rango de tiempo (default: 1h) |
size | number | ❌ | Máximo de resultados (default: 50, max: 200) |
Ejemplos:
"Busca logs que contengan 'error' en dev de la última hora"
"Busca logs con status 500 en prod de las últimas 6 horas"
search_by_trace
Busca todos los logs de un trace de OpenTelemetry.
Parámetro | Tipo | Requerido | Descripción |
environment |
| ✅ | Ambiente a consultar |
traceId | string | ✅ | ID del trace |
size | number | ❌ | Máximo de resultados (default: 100) |
Ejemplo:
"Dame todos los logs del trace abc123 en dev"
search_by_service
Filtra logs por nombre de servicio.
Parámetro | Tipo | Requerido | Descripción |
environment |
| ✅ | Ambiente a consultar |
serviceName | string | ✅ | Nombre del servicio |
level |
| ❌ | Nivel de log |
query | string | ❌ | Query adicional |
timeRange | string | ❌ | Rango de tiempo |
size | number | ❌ | Máximo de resultados |
Ejemplos:
"Busca logs del servicio stori-ios en prod"
"Dame los errores del servicio stori-ios en dev"
search_errors
Busca logs de nivel ERROR o superior (severityNumber >= 17).
Parámetro | Tipo | Requerido | Descripción |
environment |
| ✅ | Ambiente a consultar |
serviceName | string | ❌ | Filtrar por servicio |
query | string | ❌ | Query adicional |
timeRange | string | ❌ | Rango de tiempo |
size | number | ❌ | Máximo de resultados |
Ejemplos:
"Dame los errores de la última hora en prod"
"Busca errores relacionados con KYC en dev"
get_field_values
Obtiene los valores más comunes de un campo (agregación).
Parámetro | Tipo | Requerido | Descripción |
environment |
| ✅ | Ambiente a consultar |
field | string | ✅ | Campo a agregar |
size | number | ❌ | Máximo de valores únicos (default: 20) |
Ejemplos:
"Qué valores tiene el campo 'event' en prod?"
"Dame los tipos de error más comunes en dev"
search_by_field
Busca por un campo y valor específico.
Parámetro | Tipo | Requerido | Descripción |
environment |
| ✅ | Ambiente a consultar |
field | string | ✅ | Nombre del campo |
value | string | ✅ | Valor a buscar |
timeRange | string | ❌ | Rango de tiempo |
size | number | ❌ | Máximo de resultados |
Ejemplo:
"Busca logs con transactionId=abc123 en prod"
get_mapping
Obtiene el mapeo de campos del índice.
Parámetro | Tipo | Requerido | Descripción |
environment |
| ✅ | Ambiente a consultar |
Ejemplo:
"Qué campos están disponibles en los logs de prod?"
get_sample_log
Obtiene un log de ejemplo para ver la estructura.
Parámetro | Tipo | Requerido | Descripción |
environment |
| ✅ | Ambiente a consultar |
Ejemplo:
"Dame un ejemplo de log de prod para ver la estructura"
Sintaxis de Búsqueda Lucene
El campo query soporta sintaxis Lucene completa:
Sintaxis | Descripción | Ejemplo |
| Busca en cualquier campo |
|
| Busca en campo específico |
|
| Wildcard |
|
| Ambos términos |
|
| Cualquier término |
|
| Excluye término |
|
| Rango |
|
| Match exacto |
|
Rangos de Tiempo
Valor | Descripción |
| Últimos 15 minutos |
| Última hora (default) |
| Últimas 6 horas |
| Últimas 24 horas |
| Últimos 7 días |
Desarrollo
# Desarrollo con watch mode
npm run dev
# Build
npm run build
# Lint
npm run lintEstructura de Logs OpenTelemetry
Los logs siguen el esquema OpenTelemetry:
{
"time": "2024-01-15T10:30:00.000Z",
"severityText": "ERROR",
"severityNumber": 17,
"body": "Error message",
"attributes": {
"event": "kyc_error",
"kycFlow": "creditL1",
"transactionId": "abc123"
},
"resource": {
"service.name": "stori-ios",
"service.version": "1.0.0"
}
}Available Tools
8 toolsget_field_valuesB
Get the most common values for a specific field. Useful for discovering available services, log levels, or other field values.
| Name | Required | Description | Default |
|---|---|---|---|
| environment | Yes | Environment to search: 'dev'/'prod' (iOS) or 'android-dev'/'android-prod' (Android) | |
| field | Yes | The field to get values for. Examples: 'service.name', 'level', 'host.name' | |
| size | No | Maximum number of unique values to return (default: 20) |
get_mappingA
Get the field mapping for the index. Useful for discovering available fields and their types.
| Name | Required | Description | Default |
|---|---|---|---|
| environment | Yes | Environment to search: 'dev'/'prod' (iOS) or 'android-dev'/'android-prod' (Android) |
get_sample_logB
Get a single sample log entry to see the structure and available fields.
| Name | Required | Description | Default |
|---|---|---|---|
| environment | Yes | Environment to search: 'dev'/'prod' (iOS) or 'android-dev'/'android-prod' (Android) |
search_by_fieldC
Search logs by a specific field and value.
| Name | Required | Description | Default |
|---|---|---|---|
| environment | Yes | Environment to search: 'dev'/'prod' (iOS) or 'android-dev'/'android-prod' (Android) | |
| field | Yes | The field name to search. Examples: 'user_id', 'request_id', 'endpoint' | |
| value | Yes | The value to search for | |
| timeRange | No | Time range to search within | |
| size | No | Maximum number of results to return (default: 50) |
search_by_serviceC
Search logs filtered by service name, optionally with additional filters.
| Name | Required | Description | Default |
|---|---|---|---|
| environment | Yes | Environment to search: 'dev'/'prod' (iOS) or 'android-dev'/'android-prod' (Android) | |
| serviceName | Yes | The service name to filter by | |
| level | No | Log level to filter by | |
| query | No | Additional free-text query to apply | |
| timeRange | No | Time range to search within | |
| size | No | Maximum number of results to return (default: 50) |
search_by_traceA
Search logs by OpenTelemetry trace ID to see all logs related to a specific request/transaction.
| Name | Required | Description | Default |
|---|---|---|---|
| environment | Yes | Environment to search: 'dev'/'prod' (iOS) or 'android-dev'/'android-prod' (Android) | |
| traceId | Yes | The OpenTelemetry trace ID to search for | |
| size | No | Maximum number of results to return (default: 100) |
search_errorsC
Search for error logs, optionally filtered by service or additional query.
| Name | Required | Description | Default |
|---|---|---|---|
| environment | Yes | Environment to search: 'dev'/'prod' (iOS) or 'android-dev'/'android-prod' (Android) | |
| serviceName | No | Optional service name to filter by | |
| query | No | Additional free-text query to apply | |
| timeRange | No | Time range to search within (default: 1h) | |
| size | No | Maximum number of results to return (default: 50) |
search_logsA
Search OpenSearch logs with a free-text query. Supports Lucene query syntax. Examples: 'error AND authentication', 'status:500', 'message:timeout'
| Name | Required | Description | Default |
|---|---|---|---|
| environment | Yes | Environment to search: 'dev'/'prod' (iOS) or 'android-dev'/'android-prod' (Android) | |
| query | Yes | Free-text search query using Lucene syntax. Examples: 'error', 'status:500 AND service.name:auth' | |
| timeRange | No | Time range to search within. Defaults to 1h if not specified. | |
| size | No | Maximum number of results to return (default: 50, max: 200) |
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
8 tool updates
v1.0.0- First observed
get_field_values - First observed
get_mapping - First observed
get_sample_log - First observed
search_by_field - First observed
search_by_service - First observed
search_by_trace - First observed
search_errors - First observed
search_logs
TDQS
Scored across 8 tools
Most tools have distinct purposes, but there is some overlap between search_by_field, search_by_service, search_errors, and search_logs, which could cause confusion about which to use for specific filtering needs. However, the descriptions clarify their specialized roles, such as search_by_service for service filtering and search_errors for error-specific queries, reducing ambiguity.
All tool names follow a consistent verb_noun pattern with snake_case, such as get_field_values, search_by_trace, and search_logs. This uniformity makes the tool set predictable and easy to understand, enhancing usability for agents.
With 8 tools, the server is well-scoped for log analysis in OpenSearch, covering essential operations like discovery (get_field_values, get_mapping, get_sample_log) and various search methods. Each tool serves a clear purpose without feeling excessive or insufficient for the domain.
The tool set provides strong coverage for log querying and discovery, including field analysis, sample inspection, and multiple search types. A minor gap is the lack of tools for log management operations like deleting or exporting logs, but core workflows for analysis are well-supported.
Maintenance
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