Find out why production is broken

chrome-devtools-mcp

Control and inspect a live Chrome browser from your coding agent. Record performance traces, analyze network requests, check console messages with source-mapped stack traces, and automate browser actions with Puppeteer.

deepeval

Skills for adding DeepEval evaluations, tracing, datasets, Confident AI reports, and iterative improvement loops to AI applications.

aws-agents-for-devsecops

Investigate incidents, review code and execute UAT for release readiness, scan code for vulnerabilities, and run penetration tests with AWS DevOps Agent and AWS Security Agent.

duckdb-skills

DuckDB-powered skills for Claude Code: read any data file, attach and query DuckDB databases, search DuckDB/DuckLake docs, search past session logs, and install/update DuckDB extensions.

vercel

Vercel deployment platform integration. Manage deployments, check build status, access logs, configure domains, and control your frontend infrastructure directly from Claude Code.

langfuse

Skills for working with Langfuse, the open-source LLM engineering platform for tracing, prompt management, and evaluation.

BetterDB MCP server - Valkey observability for Claude Code and other MCP clients

MCP server for MikroTik RouterOS: typed tools, dry-run, RBAC, audit logs, and rollback.

Open-source MCP gateway for SuiteCRM - 24 CRM tools, OAuth2/OIDC auth, multi-entity, observability.

Data observability tools for engineering teams: alerts, freshness, schema drift, lineage, quality.

Multi-chain AML risk scoring, sanctions screening, and tx tracing across BTC, ETH, POL, AVAX, SOL.

Read monitors, incidents, heartbeats, on-call and status pages; acknowledge or resolve incidents.

cardputer-buddy

Iterate on the Cardputer-Adv MicroPython app bundle (Claude Buddy, Snake, Hello) after the device is already provisioned via m5-onboard. Use when the user wants to add a new app, push a single changed .py without re-flashing, watch device serial logs, or run a one-shot REPL command. Trigger on "add

planning-with-files

Persistent file-based planning for AI coding agents and long-running tasks. Crash-proof markdown plans, session recovery after /clear and compaction, per-turn re-injection against context rot, deterministic completion gate. Manus-style. Claude Code, Codex, Cursor, Kiro, OpenCode and 60+ agents via the Agent Skills standard.

troubleshoot

Diagnose and fix a failing or misbehaving Atomic Agents app — import errors, schema validation failures, empty or malformed LLM output, provider role/mode errors, history and context problems, MCP transport errors. Use when the user reports an error, traceback, or wrong behavior in atomic-agents cod

airflow

Queries, manages, and troubleshoots Apache Airflow using the `af` CLI. Use when working with anything related to Airflow - a DAG, a DAG run, a task log, an import or parse error, a broken DAG, or any Airflow operation. Covers listing and triggering DAGs, retrying runs, reading task logs, diagnosing

authoring-java-sdk-tasks

Writes Airflow task logic in Java, Kotlin, or any JVM language using the Airflow Java SDK. Use when the user wants to implement Airflow tasks in Java/JVM, asks about `@Builder.Dag`/`@Builder.Task`/`@Builder.XCom`, the `Task`/`BundleBuilder` interfaces, reading connections/variables/XComs from Java,

debugging-dags

Comprehensive DAG failure diagnosis and root-cause analysis with structured investigation and prevention recommendations. Use when deep failure investigation is needed, a DAG fails to import/parse or 'airflow dags list' errors on a file; a task or run is failing and must be diagnosed and fixed; req

code-explorer

Deeply analyzes existing codebase features by tracing execution paths, mapping architecture layers, understanding patterns and abstractions, and documenting dependencies to inform new development

retro-analyst

Reliability pattern analyst for retrospectives, recurring-incident clustering, and systemic improvement recommendations.

incident-investigator

Deep production-incident investigator for root-cause analysis, evidence gathering, and remediation planning beyond the initial response brief.

llm2bedrock-log-ingestor

Parse LLM API logs from the local repo, extract prompt/response pairs, and build a golden dataset (prompts.jsonl) for evaluation. Returns a structured ingestion object.

cockroachdb-operator

CockroachDB operator and SRE agent. Use when managing cluster operations, monitoring, alerting, incident response, backup/restore, scaling, version upgrades, node maintenance, changefeed management, or troubleshooting performance and availability issues. Based on the official CockroachDB runbook tem

workflow-debugger

Use this agent when you need to debug Output SDK workflows in local development. Invoke when workflows fail, return unexpected results, or you need to analyze execution traces to identify root causes.

help

Get help with FiftyOne skills, understand available workflows, and troubleshoot setup issues

troubleshoot-connector

Troubleshoot ZPA App Connector issues -- enrollment, connectivity, upgrades, and resource utilization.

investigate-sandbox

Investigate ZIA Sandbox file analysis -- check sandbox reports, quota, SSL prerequisite, and diagnose file block/quarantine issues.

investigate-alerts

Investigate active and historical ZDX alerts to understand scope, root cause, and impact.

domino-experiment-setup

Set up MLflow experiment tracking for traditional ML. Configures unique experiment names and auto-logging.

domino-debug-proxy

Debug Domino proxy and routing issues for web applications. Analyzes vite.config.js, package.json, and app.sh for misconfigurations.