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Guides comprehensive application migration projects including legacy system modernization, cloud migration, technology stack upgrades, database migration, and architecture transformation. Covers assessment, planning, migration strategies (strangler fig, big bang, phased), risk management, data mi...
Use when investigating errors, analyzing stack traces, or finding root causes of unexpected behavior. Invoke for error investigation, troubleshooting, log analysis, root cause analysis.
Complete GPU-accelerated encoding/decoding system for FFmpeg 7.1 LTS and 8.0.1 (latest stable, released 2025-11-20). PROACTIVELY activate for: (1) NVIDIA NVENC/NVDEC encoding, (2) Intel Quick Sync Video (QSV), (3) AMD AMF encoding, (4) Apple VideoToolbox, (5) Linux VAAPI setup, (6) Vulkan Video 8...
Apache Cassandra is a distributed NoSQL database designed for high availability and linear scalability. Learn CQL (Cassandra Query Language), data modeling with partition keys, replication strategies, and integration with Node.js using the DataStax driver.
Use Performance Studio when an MCP-compatible agent needs to parse SQL Server .sqlplan files, surface performance warnings, inspect missing-index suggestions, and turn execution-plan evidence into a reviewable tuning workflow.
Compare checked-in SQL against live MySQL, PostgreSQL, SQLite, or SQL Server schemas and generate a reviewable apply plan before agents touch production databases.
Run scheduled backups with retention rules and storage targets across PostgreSQL, MySQL, MariaDB, and MongoDB from one place.
ClickHouse is a column-oriented database management system designed for online analytical processing. Where traditional row-based databases excel at transactional workloads, ClickHouse shines when you need to scan and aggregate billions of rows in seconds. It achieves this through columnar storag...
Run SQL queries against the WordPress development database. Use when querying database tables, inspecting Simple History events, checking WordPress data, or debugging database issues.
Inbox Zero platform help — open-source AI email assistant that auto-labels your inbox, drafts replies in your voice, blocks cold emails, bulk unsubscribes, and exposes a REST API + CLI for automation rules ($18-42/mo, self-hostable, 10K+ GitHub stars). Use when setting up Inbox Zero for Gmail or ...
Listmonk platform help — open-source self-hosted newsletter and mailing list manager with full REST API, multi-SMTP queues, transactional email, Go templates, and PostgreSQL backend. Use when Listmonk emails aren't sending and SMTP test always shows success, campaigns stop midway due to SES throt...
An MCP server that provides on-demand skill loading for AI coding assistants.
Deploy Integration for MindTickle.
Deploy Persona verification service to cloud platforms.
DocuSeal is an open-source DocuSign alternative for creating, filling, and signing digital documents. It provides a WYSIWYG PDF form builder with 12 field types, automated email workflows, API and webhook integrations, and embeddable signing components for React, Vue, and Angular.
Promotes research reproducibility through guidance on pre-registration, open data/code sharing, replication study design, computational reproducibility, and open science best practices; trigger when users discuss replication, open science, pre-registration, data sharing, or research transparency.
Pi-hole installation, blocklist management, DNS-over-HTTPS setup, DHCP integration, local DNS records, and troubleshooting broken DNS resolution on a home network.
Deploy and configure Rapid7 InsightVM Security Console and Scan Engines
Deploy and configure Tailscale as a WireGuard-based zero trust mesh VPN
Set up, configure, and optimize a Minecraft Java Edition server for 1.21.x. Covers Paper server installation and startup (Aikar's JVM flags), server.properties reference, paper-global.yml and paper-world-defaults.yml configuration for performance, spigot.yml and bukkit.yml tuning, chunk loading/u...
Deploy and maintain self-hosted services with security, backups, and long-term reliability.
Gatus is an open source uptime and endpoint monitoring platform built for developers and ops teams. It checks HTTP, TCP, ICMP, and DNS targets, evaluates conditions like status codes or response times, and can route alerts to systems such as Slack, PagerDuty, Discord, and Twilio.
Use ToolHive to install, isolate, update, and govern MCP servers so agents connect to a predictable local or Kubernetes-backed tool surface instead of a pile of hand-managed server processes.
The open catalog of AI agent skills — 2,000+ security-scanned skills for Claude Code, Cursor, Codex, Gemini, OpenClaw, Hermes, and more.
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