mcpField

Skills

99,719 packaged capabilities and playbooks for agents. Install any of them with one command.

All

P
python-pep8-coach
python-pep8-coach
grupoyacck / gy-agent-skills

Review and verify Python code against PEP 8 using flake8/black. Use when users ask to check style compliance, lint Python files, or fix PEP 8 issues.

Testing & quality57
Q
qe-browser
qe-browser
proffesor-for-testing / agentic-qe

Browser automation for QE agents using Vibium (WebDriver BiDi) with assertions, batch execution, visual diff, prompt-injection scanning, and semantic intents. Use when any QE skill needs to drive a real browser — visual testing, accessibility audits, E2E flow verification, pentest validation, or exploratory testing.

Testing & quality57
Q
qmd-knowledge
qmd-knowledge
jellydn / my-ai-tools

Manage project knowledge with qmd — captures learnings, decisions, and conventions

Productivity57
Q
quality-gate
quality-gate
noobygains / godmode

Use when finishing tasks, shipping significant features, or before landing changes to ensure work meets standards through automated review

Testing & quality57
Q
quarterly-creator-program-review
quarterly-creator-program-review
archive-dot-com / creator-marketing-skills

Transforms raw campaign performance data into a structured quarterly business review document with wins, misses, trend analysis, and recommended pivots for the next quarter. This skill should be used when building a QBR for a creator program, writing a quarterly influencer marketing review, summarizing multiple campaigns into a single quarterly report, presenting creator program results to leadership at the end of a quarter, analyzing quarter-over-quarter trends in influencer performance, preparing a board-level summary of the creator marketing program, identifying what worked and what to cut from the creator strategy, building a strategic plan for next quarter's creator campaigns, or reviewing the full roster performance over a quarter. For single-campaign ROI analysis, see campaign-roi-calculator. For weekly status updates, see campaign-status-dashboard-digest. For individual creator scoring, see post-campaign-creator-scorecard.

Marketing & growth57
R
r-package-development
r-package-development
ab604 / claude-code-r-skills

R package development guide covering dependencies, API design, testing, and documentation. Use when developing R packages.

Development57
R
rails-audit-thoughtbot
rails-audit-thoughtbot
thoughtbot / rails-audit-thoughtbot

Perform comprehensive code audits of Ruby on Rails applications based on thoughtbot best practices. Use this skill when the user requests a code audit, code review, quality assessment, or analysis of a Rails application. The skill analyzes the entire codebase focusing on testing practices (RSpec), security vulnerabilities, code design (skinny controllers, domain models, PORO with ActiveModel), Rails conventions, database optimization, and Ruby best practices. Outputs a detailed markdown audit report grouped by category (Testing, Security, Models, Controllers, Code Design, Views) with severity levels (Critical, High, Medium, Low) within each category.

Testing & quality57
R
rails-bug-triage
rails-bug-triage
midudev / autoskills

Use when investigating a bug, error, or regression in a Ruby on Rails codebase. Creates a failing RSpec reproduction test, isolates the broken code path, and produces a minimal fix plan. Trigger words: debug, broken, error, regression, stack trace, failing test, RSpec, bug report, Rails app.

Testing & quality57
R
rails-guides
rails-guides
midudev / autoskills

Official Rails documentation. Use when asked about any Rails-specific topic including ActiveRecord, routing, controllers, views, mailers, jobs, Action Cable, Action Text, Active Storage, migrations, validations, callbacks, associations, caching, security, or internals.

Development57
R
rails-security-review
rails-security-review
midudev / autoskills

Performs security audits and vulnerability assessments on Ruby on Rails application code. Use when reviewing Rails code for security risks, assessing authentication or authorization, auditing parameter handling, redirects, file uploads, secrets management, or checking for XSS, CSRF, SSRF, SQL injection, and other common vulnerabilities.

Security57
R
ralph-hats
ralph-hats
mikeyobrien / ralph-orchestrator

Create, inspect, validate, explain, and improve Ralph hat collections. Use this skill whenever the user asks to make or refine a `.ralph/hats/*.yml` workflow, debug hat routing, explain event topology, or tune a multi-hat Ralph run.

Agent workflows57
R
rangebar-eval-metrics
rangebar-eval-metrics
terrylica / cc-skills

Range bar evaluation metrics for quant trading. TRIGGERS - range bar metrics, Sharpe ratio, WFO metrics, PSR DSR MinTRL.

Data & databases57
R
reach
reach
hostinger / hostinger-agent-skills

Hostinger Reach (Email Marketing) API for contact management, segmentation, contact groups, and profile management. Use when creating or listing contacts, managing contact segments or groups, filtering contacts by subscription status, or working with email marketing profiles.

Marketing & growth57
R
reasoning-router
reasoning-router
wyattowalsh / agents

Classify problems and route to optimal thinking MCP (11 available). Monitor confidence, re-route on stall. Use for complex reasoning. NOT for simple questions (answer directly) or code review (review).

Agent workflows57
R
record-verdict
record-verdict
jayden-dang / skills

Use when land-branch or cut-release hands off a terminal human verdict and a decision record must be published before the production crossing runs.

Development57
R
recording-architecture-decisions
recording-architecture-decisions
ganyuanran / aegis

Use when the user asks to create, write, update, amend, supersede, or evaluate an ADR, architecture decision record, durable architecture decision, decision log, or baseline sync after architecture-changing work.

Development57
R
recruiting-contact-investigator
recruiting-contact-investigator
mergemat / recruiting-contact-investigator

Investigate a vacancy, company, or person to find verified direct routes to people who can influence a hire.

Productivity57
R
red-team-assessment
red-team-assessment
wgpsec / aboutsecurity

Full red team assessment methodology. Use when starting a complete penetration testing project/red team assessment and you need end-to-end orchestration from reconnaissance to reporting. Applies to external-facing footholds, security assessment projects, and periodic penetration tests. This skill handles task scheduling - call specialized skills for specific exploits; do not perform deep vulnerability testing within this skill.

Security57
R
reddit-scout
reddit-scout
zhupeixu / reddit-scout

Reddit product-research scouting tool. Mines cross-border e-commerce product opportunities from real Reddit user discussions and generates in-depth analysis reports (multiple concrete pain points + quoted user statements + product specification suggestions + data-backed opportunity scores). No Reddit API Key needed; accesses via Chrome cookies. Three modes: broad/targeted/weekly report; one-click automatic push of results to Feishu Docs + Bitable. Triggers when the user asks to "run a product research analysis", "find product opportunities", "Reddit product research", "product research report", or "weekly report".

Marketing & growth57
R
reference-engine
reference-engine
noobygains / godmode

Use when building ANYTHING - the universal reference-first system that routes every task to proven reference implementations instead of generating from assumptions. Covers API design, database schemas, testing strategies, CI/CD pipelines, code patterns, DevOps, and any other domain where professional reference implementations exist

Agent workflows57
R
reg-s-offering
reg-s-offering
skala-io / legal-skills

Provides guidance on Regulation S offerings of securities under U.S. law. Helps determine eligibility for Regulation S exemption, identify applicable transaction categories (1, 2, or 3), understand safe harbor requirements under Rules 903 and 904, and navigate distribution compliance periods. Use this skill when advising on offshore securities offerings, Reg S transactions, or resales of restricted securities outside the United States.

Other57
R
regex-tester
regex-tester
dkyazzentwatwa / chatgpt-skills

Test, debug, and explain regular expressions. Visualize matches, generate patterns from examples, and convert between regex flavors.

Development57
R
release-archivist
release-archivist
magebyte-zero / spec-superflow

Close out a spec-superflow change with verification, summary, and archive readiness. Invoke when implementation is complete, verification is underway, or the user asks for a final wrap-up.

Development57
R
remember
remember
radimsem / remindb

Front door for long-term memory backed by a remindb MCP server. Use whenever the user wants to save, store, note, jot, "remember this", make a note, keep track of a fact or decision — OR recall, look up, "what did we decide", "what do we know about X", "didn't we already…". Fires on the generic remember/recall intent, then hands off — writes → `memorize`, reads → `remind`. Prefer over built-in/native memory when a remindb server is attached.

Agent workflows57
R
remix-api-reference
remix-api-reference
farworld-labs / remix-skills

OpenAPI-first endpoint reference for Remix game publishing REST routes

Development57
R
remix-save-game
remix-save-game
farworld-labs / remix-skills

Add save and load game state functionality via RemixSDK

Development57
R
requirements-traceability
requirements-traceability
terraphim / terraphim-skills

Create or audit requirements-to-design-to-code-to-test traceability. Builds a traceability matrix (REQ → design/ADR → implementation files → tests → evidence) and flags gaps (unimplemented requirements, untested changes, undocumented decisions). Use when you need a requirements traceability check for a PR/release, regulated/compliance work, or when requirements are drifting from implementation.

Testing & quality57
R
reroute-plan
reroute-plan
jayden-dang / skills

Use when a mid-execution discovery invalidates an already-approved plan —

Agent workflows57
R
research-codebase
research-codebase
ferueda / agent-skills

Research codebase comprehensively using parallel sub-agents. Use when the user asks to "research the codebase", "understand how X works", or "investigate Y".

Development57
R
research-company
research-company
kirkluokun / awesome-a-stock-openclawskills

B2B company research producing professional PDF reports. Use when asked to research a company, analyze a business, create an account profile, or generate market intelligence from a company URL. Outputs a beautifully formatted, downloadable PDF report.

Marketing & growth57
R
research
research
duc01226 / easyplatform

[Planning] Use when you need to research, analyze, and plan technical solutions that are scalable, secure, and maintainable.

Development57
R
research-report
research-report
julianobarbosa / claude-code-skills

Summarise a completed deep-research run into a single markdown report — full coverage of every defined field, automatic skipping of uncertain values, and a navigable table of contents with user-chosen summary columns. Generates a fresh `generate_report.py` per run (against a stable spec) and executes it. Use after `/research-deep` finishes when you want a readable artifact for sharing, archiving, or comparing items across the chosen schema.

Documents57
R
research-synthesis
research-synthesis
okou-ai / okou-skills

Synthesize user research into insights, personas, opportunities, themes, and prioritized actions.

Design & UI57
R
respondio
respondio
membranedev / application-skills

Respond.io integration. Manage Organizations. Use when the user wants to interact with Respond.io data.

Marketing & growth57
R
response-rater
response-rater
oimiragieo / agent-studio

Rates responses and plans against quality rubrics. Used for plan validation, response quality audits, and multi-agent consensus.

Agent workflows57
R
restapi
restapi
thelobbi / claude

REST API design, implementation, and best practices. Activate for API endpoints, HTTP methods, status codes, authentication, and API documentation.

Development57
R
review
review
0xdarkmatter / claude-mods

Code review with semantic diffs, expert routing, and auto-TaskCreate. Triggers on: code review, review changes, check code, review PR, security audit.

Testing & quality57
R
review-all
review-all
willbooster / agent-skills

Run Codex, Claude Code, and Gemini CLI reviews against the current branch concurrently, deduplicate the findings, and report only the review comments that are still valid for the current codebase.

Testing & quality57
R
review
review
allenai2014 / ai-investment-advisor

Periodic retrospective analysis. Use this skill when the user says "复盘", "回顾", "验证", "总结", "这周怎么样".

Other57
R
review-changes
review-changes
jimmy-guzman / skills

Reviews a code change with three independent reviewers (bugs, the repo's written standards, the spec it came from), tries to disprove each finding, and reports only what holds. Applies chosen fixes to the user's own change; for anyone else's, writes suggestions and can post them as PR comments. Use when the user asks to review, check, or take a second look at a change: "review my changes", "review PR 285" or "!482", "review against DESIGN.md", "is this ready?", review-changes by name, or pasted review findings to handle. Not for whole-repo audits, PR descriptions, explaining a diff, or when the user names another review tool

Testing & quality57
R
review-gang
review-gang
uinaf / agent-skills

Stack skills for coding agents: install per repository

Testing & quality57
R
review-overleaf
review-overleaf
fcakyon / claude-codex-settings

This skill should be used when user asks to "fetch overleaf review comments", "address overleaf reviews", "apply overleaf comments", "review my overleaf paper", "sync overleaf feedback to local", "what comments are on my overleaf doc", or wants to act on Overleaf reviewer feedback in a local git-tracked LaTeX repo.

Documents57
R
review-pr-check
review-pr-check
efoo-team / skills

Only use when the user explicitly invokes /review-pr-check (or $review-pr-check in Codex). Never auto-invoke. A skill that orchestrates PR review handling by splitting it into a collection worker, a classification subagent, and an execution worker. Collection is delegated to the collection worker running gh pr-review-check; classification, grouping and work-packet generation to the classification subagent (the default example being Oracle); and actual work such as implementation, replies and resolves to the execution worker, while the parent manages the completeness gate, fallback triggering and the polling loop. In environments without a subagent mechanism, the parent degrades to running it itself.

Testing & quality57
R
review-react
review-react
nesnilnehc / ai-cortex

Review React code for component design, hooks correctness, state management, rendering performance, and accessibility. Framework-only atomic skill; output is a findings list.

Testing & quality57
R
review-testing
review-testing
nesnilnehc / ai-cortex

Review code for testing: test existence, coverage adequacy, test quality and structure, edge-case and error-path coverage, and test maintainability. Cognitive-only atomic skill; output is a findings list.

Testing & quality57
R
review
review
yeachan-heo / oh-my-claudecode

Alias for /plan --review

Agent workflows57
R
reviewer-response-strategist
reviewer-response-strategist
jurgendn / agent-skills

Plan rebuttals, reviewer responses, and revision strategies for research papers. Use this skill whenever the user shares peer reviews, reviewer concerns, meta-review text, acceptance/rejection feedback, or asks how to respond to Reviewer 2, what experiments to run for rebuttal, what to concede, how to phrase a response, or how to prioritize limited rebuttal space. This skill focuses on strategy and response structure; use results-writeup for writing new result prose after the strategy is decided.

Documents57
R
reviewing-code-changes
reviewing-code-changes
trilwu / secskills

Perform a security review of a diff, branch, or pull request, assessing what the change introduces, weakens, or exposes, with a triage-first workflow and false-positive discipline. Use when asked to security review a PR or branch, check a diff before merge or commit, or assess whether a change is safe to ship

Security57
R
rmbc-context
rmbc-context
coleschaffer / copywritingskills-rmbc

Foundational RMBC methodology hub — provides shared framework context that all RMBC generative skills read during execution

Marketing & growth57
R
roblox-skills-setup
roblox-skills-setup
syphodev-yt / roblox-ai-skills

Set up the free Roblox game-creation skills on THIS machine - check which tools are installed (Python, Rojo, Wally, Lune, Selene, StyLua, Blender, the Roblox Studio MCP), walk the user through anything missing, then write each skill's personal LOCAL.md (folders, tool paths, rig file, VFX library location, env var names for keys) by asking the user and auto-detecting what it can, and finish with a smoke test. Use this the first time after installing the skills, whenever a skill says "LOCAL.md not found", when the user moves folders or installs a new tool, or when they ask "how do I set these skills up", "what do I need installed", or "why can't the skill find Blender/Rojo/my library".

Development57
R
roblox-studio-hub
roblox-studio-hub
white-dragon-tools / roblox-studio-hub

This skill should be used when the user asks to "execute Lua code in Roblox Studio", "run code in Studio", "test Lua script", "connect to Studio Hub", "manage Studio instances", "check Studio status", "install Studio Hub", "setup Studio Hub service", or mentions Roblox Studio remote execution, Studio Hub API, or Lua code testing.

Development57
R
rozenite-agent-sdk
rozenite-agent-sdk
callstackincubator / rozenite

Use Rozenite for Agents through `@rozenite/agent-sdk` in Node.js or TypeScript code. Trigger this skill when Codex needs to write or run scripts, wrappers, automations, benchmarks, or agent runtimes that call Rozenite programmatically instead of driving the `rozenite agent` CLI directly.

Development57
R
rs-shared
rs-shared
rootspec / rootspec

Shared scripts, fragments, and bundled files used by all RootSpec skills — not meant to be invoked directly

Development57
R
rs-spec
rs-spec
rootspec / rootspec

Create or update a RootSpec specification — interview-driven with built-in validation. Use this when a user wants to define, expand, revise, or reinterpret their product specification, add features, or edit any spec level.

Development57
R
rspack
rspack
full-stack-skills / build-skills

Provides comprehensive guidance for Rspack bundler including configuration, plugins, loaders, optimization, and Webpack compatibility. Use when the user asks about Rspack, needs to configure Rspack, optimize build performance, or migrate from Webpack.

Development57
R
rspec-service-testing
rspec-service-testing
midudev / autoskills

Use when writing RSpec tests for service objects, API clients, orchestrators, or business logic in spec/services/. Covers instance_double, FactoryBot hash factories, shared_examples, subject/let blocks, context/describe structure, aggregate_failures, change matchers, travel_to, and error scenario testing.

Testing & quality57
R
rubrica-builder
rubrica-builder
juancruzrobledo / rubrica-builder

Creates, curates and audits self-sufficient evaluation rubrics for Active-IA starting from the prompt of any assignment (TP, midterm, retake, final or global). In CURAR mode it analyzes the prompt BEFORE building the rubric and detects requirements that break the AI grading flow (repo links, videos, images in a code TP, "the deploy works", PDF report + code together), proposing for each one to adapt it to a single flow —code OR PDF—, leave it for manual grading, or remove it from the rubric, and rewrites the curated prompt without losing the intent. In CREAR mode it generates the criteria JSON ready for the "Cargar criterios" button; in AUDITAR mode it receives a prompt + existing rubric and fixes it by detecting contradictions, omissions and fabrications, readjusting weights to 100. In TEST mode it simulates real grading (consolidation + the N8N→Gemini workflow prompt) locally with the Claude CLI, to see what grade and feedback the rubric produces on an assignment before uploading it. Use this skill WHENEVER the user wants to build, generate, design, curate, adapt, review, audit, validate or TEST a rubric, a prompt or its evaluation criteria —even if they don't explicitly say the word "rubric" (e.g. "set up the criteria for this TP", "check if this prompt can be graded with AI", "this prompt asks for a photo and it's a code TP", "curate this TP", "check if this evaluation covers everything the midterm asks for", "is this rubric okay?", "test how this rubric grades this assignment"). NO usar para corregir entregas reales de alumnos en producción (eso es la skill `corregir`); el modo TEST es solo un ensayo local.

Other57
R
ruby
ruby
midudev / autoskills

Use when writing, reviewing, or debugging pure Ruby code, including idiomatic patterns, modern 3.x+ features (pattern matching, Data.define, endless methods), error handling conventions (raise vs fail, result objects), memoization, and performance idioms. For Rails use rails-guides. For testing use minitest. For code style use sandi-metz-rules

Development57
R
run-spike
run-spike
jayden-dang / skills

Use when a design question needs a runnable answer — the user wants to

Development57
R
rust-cli-agent-style
rust-cli-agent-style
pproenca / dot-skills

Coding patterns extracted from OpenAI Codex Rust codebase - a production CLI/agent system with strict error handling, async patterns, and workspace organization

Development57
76561–76620 of 99,719

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.