observability

Community package for Cloudflare Observability MCP. Query Workers logs and analytics through Cloudflare's hosted…

Connect to your Phoenix instance to debug, evaluate, and improve LLM applications.

Cross-harness memory from Beacon traces: recall reviewed project lessons, distill agent sessions into approved memory,…

Build, deploy, and operate AI agents on AWS. Skills for scaffolding agents with Amazon Bedrock AgentCore (Strands,…

Execution and tool observability through Langfuse OTLP.

Investigate mobile and edge production issues, instrument iOS/Android/React Native apps, and operate the bitdrift…

Build, deploy, and operate AI agents on AWS. Skills for scaffolding agents with Amazon Bedrock AgentCore (Strands,…

Arize AX platform skills for LLM observability, evaluation, and optimization. Includes trace export, instrumentation,…

Arize AX platform skills for LLM observability, evaluation, and optimization. Includes trace export, instrumentation,…

End-to-end guidance for full-stack applications, from focused context, requirements, and planning through architecture,…

Administer BullMQ queues and monitor Redis health from your conversation. Diagnose backlogs, inspect jobs and workers,…

MCP server for Dynatrace Managed (self-hosted): query logs, metrics, events, entities, problems, security…

See and control your Expanso fleet from ChatGPT: dashboards, jobs, pipelines, and nodes.

Reverse-engineer distributed system tradeoffs from code, configuration, and architecture artifacts. Analyzes six axes:…

Flowlines MCP observability: analyse MCP server usage, investigate sessions, and instrument MCP servers.

Arize AX platform skills for LLM observability, evaluation, and optimization. Includes trace export, instrumentation,…

First-party engineering delivery, release, and observability skills for the Codex marketplace.

The Duolingo playbook as agent skills — retention, streaks, gamification, learning science, curriculum, efficacy…

Error tracking, debugging, and job monitoring skills for Honeybadger.io

Query and analyze SparkLogs: system and application logs plus device health and state over time, one host or the fleet.

Ask a running Spring Boot or Quarkus application about itself: architecture, Spring, Hibernate, memory, security,…

Records which repository and branch each coding-agent session worked in, and teaches the agent to read its own traces…

Application-engineering and site-reliability agents and reusable skills.

Explore database inventory, performance, and security posture across Fabric Database Hub using read-only, Microsoft…

Use this plugin for observability and logging workflows across Elasticsearch, Kibana, Logstash, and Sentry.

Sentry skill and MCP server for AI coding assistants: Error monitoring, performance tracing, and observability.

Investigate, correlate, and diagnose Linux incidents from system, application, and container logs (journald, syslog,…

Production-grade Go programming skills for AI coding agents.

AI coding observability for Kiro. Tracks tool calls, cost, anti-patterns, and efficiency metrics — and (optionally)…

Vendor-neutral OpenTelemetry skills for AI coding agents, grounded in upstream sources: SDK setup per language, the…

Investigate service incidents and change Git-managed desired state using the target environment’s observability and…

Inspect production errors, generate fixes, review diffs, and create pull requests with Prilog.

Arize AX platform skills for LLM observability, evaluation, and optimization. Includes trace export, instrumentation,…

Use RawTree to ingest, query, and analyze event data.

Respan for ChatGPT and Codex: inspect LLM logs and traces, and manage prompts, datasets, evaluators, experiments and…

Integrate three.dev into a codebase and work with recorded LLM traffic: route calls through the proxy, define use cases…

Official SigNoz plugin for MCP setup, docs, queries, dashboards, and alerts

Query Sumo Logic logs, alerts, dashboards, and SIEM insights directly from Copilot. Connects to the Sumo Logic MCP…

Read public UsageMax AI-usage projections through MCP and connect a local content-free collector through the usagemax…

Datadog observability skills for designing, redesigning, and auditing dashboards with proper widget selection, layout…

Investigate Better Stack observability data and manage monitoring, incidents, dashboards, and team access.

CLI toolbox for Observability-Driven Development (ODD): coding agents observe local runs on an OpenTelemetry/Grafana…

Full software-engineering lifecycle skills: plan, design, build, secure, ship, and operate. 10 skills with…

Read-only ROS 2 and DDS inspection: list topics, sample messages, read bags, find QoS mismatches and see who is on the…

Investigate incidents, review code and execute UAT for release readiness, scan code for vulnerabilities, and run…

Investigate incidents, review code and execute UAT for release readiness, scan code for vulnerabilities, and run…

Custom agents that have been created by GitHub partners

Custom agents that have been created by GitHub partners

Custom agents that have been created by GitHub partners

Custom agents that have been created by GitHub partners

OpenTelemetry skills for naming metrics and spans following OTel Semantic Conventions

Query Dash0 telemetry and review Agent0 investigations in your organization.

Build, deploy, and operate applications on AWS. Skills to author infrastructure-as-code (CDK, CloudFormation), use core…

Build, deploy, and operate applications on AWS. Skills to author infrastructure-as-code (CDK, CloudFormation), use core…

Phoenix AI observability skills for LLM application debugging, evaluation, and tracing. Includes CLI debugging tools,…

Phoenix AI observability skills for LLM application debugging, evaluation, and tracing. Includes CLI debugging tools,…

Phoenix AI observability skills for LLM application debugging, evaluation, and tracing. Includes CLI debugging tools,…

Phoenix AI observability skills for LLM application debugging, evaluation, and tracing. Includes CLI debugging tools,…

Inspect Latitude projects and observability data, and manage workspace resources with approval.

Inspect Render infrastructure, troubleshoot services, and deploy permission-gated applications and datastores.

Investigate SigNoz logs, metrics, traces, alerts, and dashboards, with permission-gated management tools.

Inspect Vercel projects and deployments, investigate operational data, and perform permission-gated deployment and…