Packages
A Pulumi resource provider that lets you create and manage Grafana resources programmatically as infrastructure code.
Glances is a cross-platform system monitoring tool that displays real-time CPU, memory, disk, network, process, and container metrics in a terminal dashboard or web interface.
An MCP (Model Context Protocol) server that connects AI assistants in VS Code, Cursor, and Claude Desktop to your PagerDuty account, exposing tools to manage incidents, schedules, services, and event orchestrations.
However, clarify the license terms first, and verify Python 3.12 compatibility in your environment.
Sends event and metric data to Kanaries' data infrastructure for tracking and analysis via HTTP requests with automatic retry logic.
However, the package is dormant (latest release 2024-05-13), so verify that the Kanaries endpoint is still operational and that you are comfortable with no active…
A decorator that minimizes AWS Lambda cold starts by keeping functions warm through periodic invocations and optionally tracking cold/warm start metrics to CloudWatch.
Integrates Discord messaging into Apache Airflow workflows, enabling DAGs to send notifications to Discord channels.
Formats Django application logs in Azure Sentinel's ASIM (Advanced Security Information Model) schema, converting standard Django logging output to structured JSON that conforms to Microsoft's normalization format.
Gravity manages multiple Galaxy server processes (gunicorn, celery, tusd, and others) through a unified CLI, providing start/stop/logging control via the `galaxyctl` command and a foreground runner via the `galaxy` command.
Install it if you are running a Galaxy server or managing Galaxy from source; it is already a dependency of Galaxy 22.01+.
Hud-sdk is a lightweight runtime sensor that instruments Python functions to capture real-time behavior—execution duration, errors, and execution patterns—for use in IDEs, CI/CD pipelines, and code-generating agents.
However, the license treatment is unclear—verify the actual license terms before committing to production use.
Winevt lets you query and subscribe to Windows Event Logs directly through the Windows API, and parse event log files programmatically from Python.
Install it if you need direct Windows Event Log access from Python and are willing to accept that bug fixes or compatibility updates are unlikely.
Lumigo-tracer instruments Python Lambda functions to automatically collect distributed traces, metrics, and performance data, sending them to the Lumigo platform for observability and debugging.
A Microsoft Teams integration resource for Dagster that enables posting messages and notifications to Teams channels from data pipeline orchestration workflows.
Formats Python logging output as JSON objects compatible with Logstash, allowing standard logs to be shipped as structured data.
Collects model input and output data during Azure Machine Learning inference for monitoring and debugging, logging tabular data to configurable sinks at arbitrary points in a scoring pipeline.
However, the dormant maintenance status (841 days since last release) means you should verify compatibility with your current Azure ML SDK version and expect no…
Provides core runtime utilities, environment configuration, and authentication scope resolution for AI agent applications built on Microsoft Power Platform.
However, this is an alpha package—expect the API to evolve—and you should consult the official Microsoft documentation before integrating it into production systems.
Parses DMARC, TLS-RPT, and related email authentication reports from multiple sources (IMAP, Microsoft Graph, Gmail API) and exports results to JSON, CSV, Elasticsearch, OpenSearch, Splunk, PostgreSQL, Kafka, S3, Azure, Graylog, syslog, or HTTP webhooks.
Install it if you manage email domains and need structured DMARC analytics.
A JupyterLab extension that displays the execution time of each cell in the notebook interface, automatically recording timing metadata when enabled.
Install it if you regularly work with notebooks and want built-in performance insight.
Provides OpenTelemetry-based telemetry, tracing, and monitoring for AI agents, with structured spans for agent invocation, tool execution, and LLM inference.
Sends AWS CloudWatch metrics asynchronously and in batches from Python applications, with optional buffering and configurable dimensions.
Autodynatrace wraps the Dynatrace OneAgent SDK to automatically instrument Python applications for transaction tracing and code-level visibility with minimal code changes.
Provides Protocol Buffer definitions for OpenCensus tracing and metrics, enabling language-independent serialization of observability data across distributed systems.
Automatically instruments Portkey AI API calls with OpenTelemetry tracing, capturing input/output messages and model metadata for distributed tracing and observability.
Elastic's customized distribution of OpenTelemetry Python that bundles tracing and metrics instrumentation with Elastic-specific processors and sensible defaults for sending observability data to Elastic backends.
ClawMetry provides a real-time observability dashboard for AI agent runtimes, auto-detecting and monitoring 14 different agent systems (OpenClaw, NVIDIA NemoClaw, Claude Code, and others) from a single unified interface.
Asynchronous Python library for monitoring and controlling Jandy iAqualink pool and spa systems via their cloud APIs, with support for temperature sensors, pumps, heaters, lights, and chemistry monitoring.
However, the Python 3.14 requirement is a significant constraint—verify that your environment supports it.
Retrieves photovoltaic system information from Growatt inverter servers using either the legacy password-based API or the official token-based V1 API.
Provides Django integration with statsd for sending application metrics to a statsd server, enabling real-time performance monitoring and statistics collection.
Fetches real-time glucose readings from Dexcom CGM sensors via the Dexcom Share service API, returning current blood glucose values, trends, and timestamps.
However, be aware that maintenance is aging (last release 201 days ago), so if the Dexcom Share API changes, updates may be slow.
Automatically instruments CrewAI agent applications with OpenTelemetry tracing, sending execution traces to monitoring backends like Arize Phoenix or Arize AX for observability.
Install it if you have an OpenTelemetry collector available; skip it only if your crews are purely local experiments with no observability requirement.
A client library for sending metrics to Etsy's statsd server, which acts as a front-end proxy to Graphite for stats collection and graphing.
Queries and monitors NVIDIA GPUs on a machine, providing a CLI and Python API to check availability, memory usage, and running processes, plus optional multi-node monitoring via REST agents.
Integrates structlog logging with OpenTelemetry to automatically capture and correlate structured logs with traces and metrics.
Query and retrieve numerical metrics data from Azure Monitor for Azure resources, supporting batch queries across multiple resources with configurable aggregations and time ranges.
Install it if you need to query Azure Monitor metrics programmatically from Python; it is the standard way to do so within the Azure SDK ecosystem.
Provides a Python API to automate power consumption measurement and data logging with Nordic Semiconductor's Power Profiler Kit II (PPK 2) over a serial connection.
Sends summary Slack notifications when Luigi job pipelines finish, consolidating failures and missing dependencies into a single message instead of per-failure emails.
Adds configurable health check endpoints to FastAPI applications, supporting checks for PostgreSQL, Redis, RabbitMQ, HTTP endpoints, Ceph, and custom implementations.
Install it if you are building containerized services or need Kubernetes-compatible health endpoints; skip it if you require active maintenance or expect frequent…
PyPowerStore is a Python library for managing Dell PowerStore storage systems, providing provisioning, protection, and configuration management operations through a REST API client.
Parses dmidecode output into structured Python objects and exports them as JSON, JSONC, YAML, or XML via a Python API or command-line tools.
Queries Brother laser and inkjet printers over SNMP to retrieve status, sensor data, model, firmware, and serial information asynchronously.
A Python client library that connects to Splunk Observability Cloud to execute SignalFlow real-time streaming analytics computations and stream results back to your application.