Skills
98,873 packaged capabilities and playbooks for agents. Install any of them with one command.
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Look up current research information using Perplexity's Sonar Pro or Sonar Reasoning Pro models through OpenRouter. Automatically selects the best model based on query complexity. Search academic papers, recent studies, technical documentation, and general research information with citations.
Write a structured research protocol or study design document. Use when asked to write a research protocol, study protocol, research plan, methodology section, or research proposal. Produces a complete protocol with objectives, methodology, ethical considerations, and analysis plan.
Orientation and index for DaVinci Resolve MCP work — grading, editing, conforming, delivery, media analysis, and .drp/.drt/.drx file work, live in a running Resolve or offline with none open. Load this for a map of the domain skills, the live-vs-offline servers, and the cross-cutting safety rules. The per-domain skills (resolve-color / resolve-edit / resolve-conform / resolve-delivery / resolve-media-analysis) carry the depth and self-trigger on their own descriptions; use this as the map, or when a task spans several domains.
Structure a retention analysis, churn investigation, or engagement deep-dive for any product team. Use when asked to analyse user retention, investigate churn, measure DAU/MAU, or build a retention improvement plan. Produces a retention snapshot with root cause hypotheses, aha-moment correlation, and prioritised interventions.
Analyze and improve retention cohorts for SaaS, mobile apps, games, developer tools, marketplaces, subscriptions, content products, and communities including activation cohorts, D1/D7/D30, weekly/monthly retention, rolling retention, resurrection, churn, segment bias, lifecycle events, monetization impact, cohort dashboards, and experiment readouts. Use when retention looks weak, confusing, misleading, or needs an action plan.
Firmware extraction and IoT security analysis (RE Level 5) for routers and embedded systems. Use when analyzing IoT firmware, extracting embedded filesystems (SquashFS/JFFS2/CramFS), finding hardcoded credentials, performing CVE scans, or auditing embedded system security. Handles encrypted firmware with known decryption schemes. Completes in 2-8 hours with binwalk+firmadyne+QEMU emulation.
Request/execute structured code review: use after completing important tasks, at end of each execution batch, or before merge. Based on git diff range, compare against plan and requirements, output issue list by Critical/Important/Minor severity, and provide clear verdict on merge readiness. Trigger words: request code review, PR review, merge readiness, production readiness.
When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions "SEO audit," "technical SEO," "why am I not ranking," "SEO issues," "on-page SEO," "meta tags review," or "SEO health check." For building pages at scale to target keywords, see tool-programmatic-seo. For adding structured data, see tool-schema-markup.
Publishes verified changes from rhdh-plugins or community-plugins: detect the repository and affected workspaces, run the repository build pipeline, create package changesets, stage generated files safely, create a signed-off commit and branch, push, open a GitHub pull request, upload optional bug-fix recordings, and link Jira or GitHub issues. Use for raise PR, create or open a plugin PR, push verified plugin changes, or publish a verified change another skill handed off.
Runs an RHDH nightly ProwJob on demand through the OpenShift CI Gangway REST API, for `periodic-ci-redhat-developer-rhdh-*-nightly` and `periodic-ci-redhat-developer-rhdh-plugin-export-overlays-*-nightly` jobs, with optional image registry/repo/tag, catalog-index, Helm chart, Playwright, fork, and Slack-alert overrides. Use for "trigger the nightly", "run the e2e job now", "kick off the AKS operator job on 1.9", RC or GA image verification runs, or listing the available nightly jobs and quay.io tags.
Bumps Yarn Berry across the RHDH repos — rhdh-plugins, rhdh midstream, rhdh-plugin-export-overlays, rhdh-cli, and GitLab CEE rhidp/rhdh and rhdh-plugin-catalog — with `yarn set version` plus install, and rewrites the pins Yarn cannot see: `packageManager`, `yarnPath`, `ENV YARN=`, and Containerfile lines. Use for "bump yarn to 4.17.1", "upgrade Yarn Berry across the repos", "weekly yarn bump", "which Yarn version is each repo pinned to", or scanning yarn pins.
Scores and ranks product initiatives using the RICE framework. Use when asked to prioritise features, rank a backlog using RICE, score initiatives for quarterly planning, or apply an objective framework to a list of competing ideas. Produces a ranked RICE table with scores, quick wins and moonshot flags, dependency notes, and a recommended sequencing order.
When the user wants to identify and mitigate supply chain risks, build resilience, or develop business continuity plans. Also use when the user mentions "supply chain risk," "disruption management," "resilience," "risk assessment," "business continuity," "scenario planning," "supply chain vulnerability," "risk modeling," or "crisis management." For supplier-specific risks, see supplier-risk-management. For compliance risks, see compliance-management.
Use when building, fixing, testing, or reviewing any Roblox game or Roblox Studio work - Roblox, Roblox Studio, Luau, obby, tycoon, simulator, Roblox UI, Roblox combat, DataStore, RemoteEvent, Roblox multiplayer, Studio MCP. Router skill; load the matching reference for the task.
Generate free AI textures/skins (camo, gold plated, carbon fiber, rust, etc.) for Roblox game assets such as guns, weapons, tools, or any part/mesh, and apply them automatically inside Roblox Studio through the official Roblox Studio MCP—no manual clicking through Studio's Texture Generator plugin required. Use whenever the user wants to texture, skin, retexture, or reskin a Roblox model/mesh/gun/weapon/part, asks for an AI-generated texture or decal for a Roblox object, or wants to automate the Studio texture workflow end to end. Also trigger if the user asks for “free” or “no-cost” image/texture generation in a Roblox context, even if they do not name a specific tool. Requires the Roblox Studio MCP connected with Studio open—if that is unavailable, state so clearly instead of guessing.
RootData is a leading Web3 data platform covering crypto projects, investors, funding data, and personnel movements. This skill is the OKX-dedicated integration, isolated from the standard RootData skill with its own API key namespace and endpoints.
MNDP (MikroTik Neighbor Discovery Protocol) wire format, behavior, and RouterOS /ip/neighbor integration. Use when: implementing MNDP discovery, parsing MNDP packets, working with /ip/neighbor, understanding WinBox device discovery, debugging why a router doesn't appear in neighbor lists, or when the user mentions MNDP, neighbor discovery, WinBox discovery, or /ip/neighbor.
Use this skill when the user wants to fetch, read, or monitor RSS/Atom feeds. This includes subscribing to RSS sources, fetching latest news/articles from feeds, filtering feed items by time (past hours/days) or keywords, and managing feed subscriptions. Use this skill when the user mentions RSS, feeds, news subscriptions, or wants to stay updated on websites/blogs.
How to write idiomatic, efficient RxJS code. Use this skill whenever the user is writing, refactoring, reviewing, or debugging code that uses RxJS — including any file that imports from 'rxjs' or 'rxjs/operators'. Trigger on mentions of observables, subscriptions, RxJS operators, or reactive streams. Even if the user doesn't say "RxJS" explicitly, activate when you see patterns like `.pipe()`, `.subscribe()`, `Observable`, `Subject`, `BehaviorSubject`, `switchMap`, `mergeMap`, or similar.
Canonical SaaS product UI skill for designing, reviewing, or implementing calm, premium, production-ready interfaces across dashboards, settings, admin/runtime screens, editors, builders, tables, forms, drawers, sidebars, and related public surfaces. Use when you need strong hierarchy, reusable tokens, typography, responsive layout rules, component consistency, and app-surface patterns rather than decorative one-off design.
Mixmax platform help — sequences, email tracking, one-click meetings, rules engine, dialer, AI Compose, Salesforce/HubSpot integration, polls, reporting. Use when Mixmax sequences aren't sending, rules or automations aren't firing, Salesforce or HubSpot sync is broken, scheduling links aren't working, open/click tracking seems inaccurate, or Mixmax emails are landing in spam. Do NOT use for general outbound cadence strategy (use /sales-cadence), cross-platform email deliverability (use /sales-deliverability), meeting scheduling strategy (use /sales-meeting-scheduler), email tracking strategy (use /sales-email-tracking), or connecting Mixmax to other tools via Zapier (use /sales-integration).
Reply.io platform help — multichannel sequences (email, LinkedIn, calls, SMS, WhatsApp), Jason AI SDR, B2B database, email warmup, deliverability tools, unified inbox, analytics, Salesforce/HubSpot integration, agency features. Use when Reply.io emails are landing in spam, sequences aren't getting replies, Jason AI isn't handling responses correctly, warmup isn't improving sender reputation, or Reply.io data isn't syncing to your CRM. Do NOT use for general outbound cadence strategy (use /sales-cadence), cross-platform email deliverability (use /sales-deliverability), email tracking strategy (use /sales-email-tracking), building prospect lists (use /sales-prospect-list), or connecting Reply.io to other tools via Zapier (use /sales-integration).
Seismic platform help — Enablement Cloud, content management, Learning & Coaching, Aura AI, Digital Sales Rooms, Meeting Intelligence, LiveSend, LiveDocs, Programs, Seismic Exchange, API & integrations. Use when reps can't find the right content in Seismic, Learning paths have low completion rates, Digital Sales Rooms aren't getting buyer engagement, LiveSend links aren't being opened, LiveDocs templates are breaking, enablement programs aren't moving the needle, or Seismic CRM sync is out of date. Do NOT use for general sales content strategy (use /sales-content), sales coaching frameworks (use /sales-coaching), cross-platform deal room strategy (use /sales-deal-room), or connecting tools via Zapier (use /sales-integration).
Install, configure, and troubleshoot Scalar API Reference in an application, including framework integrations, API description loading, authentication, themes, and migration from Swagger UI or Redoc. Use for embedded or self-hosted references, not hosted Scalar Docs site configuration or standalone API Client development.
Use when the user needs to analyze the competitive landscape of a company, organization, or product, assess whether getting bigger is really better, or determine whether a company's source of moat is sustainable. Typical triggers: topics such as economies of scale, market share, the dilemmas of large companies, first-mover advantage, network effects, and winner-take-all. Not applicable to purely financial analysis (use value-assessment) or purely psychological bias checks (use misjudgment-checklist).
Polishes academic English paragraph by paragraph, reviewing grammar, word choice, voice, coherence, and sentence structure. Outputs revision suggestions alongside polished text. Triggered by phrases like 'polish this paragraph,' 'check the grammar,' 'rewrite in academic English,' or keywords like manuscript editing, SCI polishing, and journal submission editing.
Machine learning in Python with scikit-learn. Use for supervised learning (classification, regression), unsupervised learning (clustering, dimensionality reduction), model evaluation, hyperparameter tuning, preprocessing, or building ML pipelines. Provides comprehensive reference documentation for algorithms, preprocessing techniques, pipelines, and best practices.
KO-first pentalingual (KO/EN/JA/HI/ZH) LLM output-compression mode. Cuts output tokens by answering in a compressed register while keeping full technical accuracy. Persona = token miser ("Scrooge"). One dial (full) per language. Use when the user says "/scrooge", "scrooge mode", "압축 모드", "토큰 아껴", "スクルージモード", "स्क्रूज मोड", "斯克鲁奇模式", "be terse", or asks for fewer output tokens.
Guide users through connecting to a ScyllaDB Cloud cluster, choosing the correct driver and version, and configuring authentication. Use this skill when a user needs to connect to ScyllaDB Cloud, pick a CQL driver, check a driver version, configure credentials, set the default consistency level, size the connection pool, or troubleshoot connection issues. Cluster management through an AI agent goes to scylladb-cloud-mcp. Triggers on "connect to ScyllaDB Cloud", "ScyllaDB connection", "ScyllaDB driver setup", "which driver", "driver version", "Java driver", "Python driver", "CQL connection", "DC-aware load balancing", "ScyllaDB credentials", "connection bundle", "shard-aware", "tablet-aware", "consistency level", "LOCAL_QUORUM", "too many connections".
Use this skill whenever auditing, reviewing, or testing Python web applications (FastAPI or Flask) for OWASP A09:2025 — Security Logging & Alerting Failures. Trigger this skill when the user mentions: logging security, audit trails, log injection, sensitive data in logs, alerting gaps, insufficient logging, SIEM integration, log monitoring, incident detection readiness, or any request to audit or fix logging/alerting in a Python backend. Also trigger when a user asks "are we logging the right things?", "how do I detect attacks?", or "what should we be alerting on?". Do NOT skip this skill just because the request sounds simple — log-related security issues are consistently underestimated and require systematic coverage across all five CWEs.
This skill should be used when the user asks to "get paper details", "look up a paper", "find citations", "who cited this paper", "papers by [author]", "search for papers on [topic]", or needs quick lookups of paper metadata, citations, or author information from Semantic Scholar. Use this for fast, targeted queries (not comprehensive reports).
A world-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in Python (NumPy, Pandas, Scikit-learn), R, SQL, statistical methods, A/B testing, time series, and business intelligence. Includes experiment design, feature engineering, model evaluation, and stakeholder communication. Use when designing experiments, building predictive models, performing causal analysis, or driving data-driven decisions.
Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP, Azure). Includes pipeline setup, infrastructure as code, deployment automation, and monitoring. Use when setting up pipelines, deploying applications, managing infrastructure, implementing monitoring, or optimizing deployment processes
Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes project scaffolding, code quality analysis, architecture patterns, and complete tech stack guidance. Use when building new projects, analyzing code quality, implementing design patterns, or setting up development workflows
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.