observe-instrument-mcp

monitor

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

1.2K stars

MikroMCP

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

42 stars

suitecrm-mcp

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

1 stars

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

32.8K stars

retro-analyst

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

1 stars

incident-investigator

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

1 stars

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.

47.9K stars

deepeval

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

17.3K stars

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.

2.2K stars

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

32.8K stars

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.

25.8K stars

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

6.1K stars

help

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

32.8K stars

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.