mcpField

Skills

96,981 packaged capabilities and playbooks for agents. Install any of them with one command.

All

O
orca-cli

Operate Orca-managed worktrees, folder contexts, terminals, repos, automations, artifacts, skill sharing, worktree comments, and Orca's embedded browser through the `orca` CLI. Use when the user says "$orca-cli", "Orca worktree", "child worktree", "spawn codex/claude in a worktree", "read/wait/send Orca terminal", "handoff" / "handover" / "give this to another agent", "Orca browser", "orca artifacts", or "share skills". Prefer it over raw git worktree, ad hoc PTYs, or Computer Use when Orca state is involved. Use Computer Use only when a visible window needs GUI control that a CLI, filesystem, or API cannot do.

Agent workflows11
S
ship
ship
gaboesquivel / flow-skills

Land accepted work without confirmation: build if needed, then review, run green checks, merge or push, and perform a liveness check on the shipped commit's deployment. Use when the user says “ship it,” “land it,” or “drop the spec.”

Other11
S
skill-stocktake
skill-stocktake
zereight / gitlab-mcp

Audit the skill inventory for quality, coverage, and staleness. Detect overlapping, incomplete, or outdated skills and produce a health report. Activate when: skill audit, stocktake, skill inventory, check skills, which skills exist, audit skills, skill quality, skill coverage.

Agent workflows11
W
webseite-bauen
webseite-bauen
dischen87 / albatros-skills

Build a website with someone without prior knowledge in eight fixed steps: mockup, design (two or three options based on characteristics), framework, PRD for approval, build and show locally, send to the harbor and show it there in a browser, assembly line, site or server. Open the island in Cockpit and report each step with schritt_melden. Use this skill whenever a website is being built: after webseite-planen, after the inventory in webseite-modernisieren, or for “build me the site”, “mockup”, “draft”, “PRD”, “view locally”, or “what happens after the plan”.

Other11
W
write-agents
write-agents
gaboesquivel / flow-skills

Write or edit concise agent instructions and navigable project context. Use when the user says “write agent instructions,” “edit the skill,” or “update AGENTS.md.”

Other11
A
animation-principles
animation-principles
raphaelsalaja / skills

Reviews press scale, squash and stretch, stagger and staging so one motion holds the frame

Other10
C
cms
cms
dischen87 / albatros-skills

Help a person with no prior knowledge decide whether their website needs a content management system (CMS), and set it up if needed, for example Strapi in Docker on the Albatros server, accessible through a secure tunnel. Explain CMS using the image of a bulletin board. Use this skill for “CMS,” “Strapi,” “change content myself without code,” “blog,” “news,” “manage events,” “my colleague should be able to edit text,” “WordPress,” and “admin area.”

Development10
G
gestaltung
gestaltung
dischen87 / albatros-skills

Work step by step with a person who has no prior knowledge and their AI to improve a small website's usability and appearance. First review it from three perspectives (flows, access, states, and language), then fix usability, offer three clearly different directions to choose from, set fixed values for colors, typography, and spacing (tokens), and rebuild all pages with photos at mobile and desktop widths. Use this skill for “design,” “looks boring,” “looks homemade,” “make it prettier,” “colors,” “font,” “redesign,” “three options,” “looks unprofessional,” and “layout.”

Design & UI10
J
jmbos-executing-tdd-tests

No description yet

Testing & quality10
J
jmbos-generating-tdd-tests

No description yet

Testing & quality10
K
kitherd
kitherd
hassan-shahbazi / kitherd

Orchestrate multi-agent workflows using a headless Herdr server and Kitty terminal as the GUI window manager. Use whenever spawning, monitoring, coordinating, or viewing AI worker agents in Kitty splits and tabs

Agent workflows10
K
kosten
kosten
dischen87 / albatros-skills

Help the person create an honest budget for their project: Albatros subscription, domain, AI subscription, email, add-on services, and later a server of their own. Explain which costs are fixed and which are variable, how to avoid unpleasant surprises, and when moving is worthwhile. Use this skill for “what does this cost,” “costs,” “prices,” “too expensive,” “budget,” “bill,” “is it worth it,” “how much does a server cost,” and before the person adds a new paid service.

Productivity10
L
last30days-cn
last30days-cn
xinbuilds / last30days-skill-cn

Chinese-platform last-30-days research skill covering Weibo, Xiaohongshu, Bilibili, Zhihu, Douyin, WeChat, Baidu, and Toutiao. Includes Markdown, JSON, compact context, and Guizang-inspired Swiss/IKB HTML report output.

Productivity10
L
light-code-review
light-code-review
light-cheng / skills

Review the diff since a fixed point along Standards and Spec axes in parallel sub-agents, reporting findings without editing the target or deciding the final verdict. Use when the user wants to review a branch, PR, or work-in-progress diff, or when review-loop or project-review requests a specialist software check

Testing & quality10
L
light-implement
light-implement
light-cheng / skills

Execute one bounded, already-decided work item — code, document, configuration, research artifact, Skill, or generic project task — by inspecting relevant context, offering agent-config routing when materially useful, verifying locally, and handing the result to review-loop with the appropriate specialist reviewer

Agent workflows10
L
light-research
light-research
light-cheng / skills

Investigate a question against high-trust primary sources and capture the findings as a Markdown file in the repo. Use when the user wants a topic researched, docs or API facts gathered, or reading legwork delegated to a background agent. Light Skills version of mattpocock/skills `research`; install one or the other, not both

Productivity10
L
light-teach
light-teach
light-cheng / skills

Teach the user a new skill or concept, within this workspace.

Productivity10
L
light-writing-for-agents
light-writing-for-agents
light-cheng / skills

Writing documents for agents. Use when creating or editing skills, or modifying AGENTS.md or CLAUDE.md. Light Skills version of mattpocock/skills `writing-for-agents`; install one or the other, not both

Agent workflows10
O
omg-autopilot
omg-autopilot
zereight / gitlab-mcp

Full autonomous execution from idea to working code. Activate when user says: autopilot, auto-pilot, autonomous, build me, create me, make me, full auto, handle it all, or "I want a/an..."

Agent workflows10
O
opensuse-packaging
opensuse-packaging
opensuse / opensuse-packaging-skill

Authoring, modifying, reviewing or building openSUSE RPM packages — .spec and .changes files, osc / OBS, and the Git packaging workflow on src.opensuse.org (Gitea). Use for a .osc/ checkout or a *.spec file; when the user mentions osc, OBS, rpmbuild, git-obs, tea, rpmlint or spec-cleaner; or asks to update, build, submit, review or fork a package, check if packages are out of date, or open a package pull request.

Development10
P
price-alerts
price-alerts
eli-alvarado / us-watchlist-alerts

Check a US stock watchlist for price alerts - price above/below, % daily move, gaps, 52-week highs/lows, moving-average crosses, RSI, ATM IV, volume spikes, intraday range, stop/target hits, and upcoming earnings - with dedupe, cooldowns, NYSE market hours, optional ntfy/Slack/webhook delivery, pre/after-market, holidays and US/Eastern time. Use when the user asks "any alerts?", "check my watchlist", "alert me if AAPL drops below 200", "send alerts to ntfy", or when running a scheduled/heartbeat check

Other10
P
product-to-storybook
product-to-storybook
bradfrost / skills

Backfill an existing product's screens into your design system's Storybook as representative page templates, rebuilt from the LOCAL design system wherever the product already uses it, with every region that isn't from the system flagged in plain sight. Use when the user says \"get this product into Storybook\", \"backfill our screens\", \"represent this product in the design system\", \"I want to see how a component change ripples across products\", \"relocate these pages into Storybook\", or names a product (a site, an app, a repo, a URL) and a Storybook. Relocation, not translation: it moves screens in and flags what isn't from the system; it never converts bespoke UI onto the system (that's vibe-killer) and never plans a migration (that's ds-adoption-plan). Also runs a refresh that reports how far the product has drifted from its Storybook copy since the last capture.

Design & UI10
R
ralplan
ralplan
zereight / gitlab-mcp

Consensus planning with Planner/Architect/Critic iterative loop. Activate when user says: ralplan, consensus plan, consensus planning.

Agent workflows10
S
self-improve
self-improve
zereight / gitlab-mcp

Autonomous evolutionary code improvement engine with tournament selection. Activate when user says: self-improve, self improve, evolve code, improve iteratively, tournament, benchmark loop, optimize code.

Development10
S
shunk031-herdr-meta-orchestrate
shunk031-herdr-meta-orchestrate
shunk031 / skills

Coordinate root Herdr orchestrators across the local server and enabled saved machines. Ask for their current work and progress, relay messages verbatim, and route task execution through workers. Pair with the shunk031-herdr-orchestrate-workers skill for worker dispatch. Use when one session oversees multiple Herdr orchestrators; use the herdr skill for a single-pane or single-agent task.

Agent workflows10
S
shunk031-writing-router
shunk031-writing-router
shunk031 / skills

For Japanese writing and editing, decide whether to organize from the structure, locally refine AI-like wording while preserving the original meaning and strength of claims, concisely summarize business or technical documents, or turn content into an outline, telegraphic prose, or technical slides, then choose the appropriate skill. Use as an entry point for choosing a writing approach when asked to “write something,” “make it easier to read,” or “fix the AI-like tone.” Do not use for ordinary conversation or code-only editing requests.

Documents10
S
sicherheit
sicherheit
dischen87 / albatros-skills

Help a person with no prior knowledge secure their project using the image of a house with keys, a safe, windows, and locks: never put secrets in the logbook (Git), but in .env on the server (and, if the conveyor belt needs one, in the harbor's safe); immediately regenerate accidentally published keys; use one key per purpose; leave open only the necessary doors; keep things updated. Use this skill for “security,” “password in code,” “API key,” “.env,” “Secret,” “I uploaded a key to GitHub,” “is my site secure,” “hacked,” “updates,” “firewall,” and before adding a new secret to the project.

Security10
S
start-acceptance
start-acceptance
koruworks / skills

Open an acceptance-testing session — the user is about to try finished work by hand. Points them at the feature's ACCEPTANCE.md, or writes one from what actually changed when there is none, then takes their notes, screenshots and corrections one at a time, recording each verdict beside its check and fixing or carrying what it finds. Anything that looks like a pattern rather than an incident — a missed requirement, a recurring bug, a design error — is written as a candidate to docs/acceptances/ATTENTION.<feature>.md for end-acceptance to promote, with the user, into docs/acceptances/ATTENTION.md. Runs no test suite during the session, because it is too slow while a person waits; end-acceptance runs it once. Use when the user says they are starting acceptance, about to test or try the feature, or invokes /start-acceptance <feature>.

Other10
T
territory-planning
territory-planning
clay-run / clay-skill-creator

Interview a team about its ICP, turn its account-fit rules into an explainable rubric, build and test a Clay scoring workflow, and calibrate it on five familiar accounts. Territory carving is an optional, separately reviewed proposal after scoring works. Use whenever someone asks: help us build account fit scoring, translate our ICP into scores, score our accounts for territory planning, test our rubric, or propose balanced books for reps. Do NOT use it to source a new market, score individual people, route inbound leads, launch outreach, merge records, or silently change CRM owners.

Marketing & growth10
W
watchlist-brief
watchlist-brief
eli-alvarado / us-watchlist-alerts

Produce a concise pre-market (morning) or after-close summary of a US stock watchlist - price and % change, RSI, trend, distance to stop and targets, biggest movers, upcoming earnings, and any alerts. Use when the user asks for a "morning brief", "market recap", "how did my watchlist do today", or on a scheduled morning/close run

Data & databases10
W
watchlist-manager
watchlist-manager
eli-alvarado / us-watchlist-alerts

Manage a US stock/ETF watchlist file: add, remove, update, list and validate tickers with thesis, entry, price targets, stop, tags, and per-ticker alert rules. Use when the user says things like “add NVDA to my watchlist”, “set a stop on AAPL at 210”, “what's on my watchlist”, “remove TSLA”, or “tag these as semis”.

Other10
A
acquire-research-papers
acquire-research-papers
enoselinsa / acquire-research-papers

Acquire official research-paper PDF/BibTeX pairs; discover venue/topic corpora or an author's publications; audit, update, import, and organize local paper libraries; configure named IEEE institution access; or investigate literature evidence and gaps.

Productivity9
A
ai-maturity-test
ai-maturity-test
pedroromeroluna / ai-first-maturity-test

“How AI First are you?” test for Claude Code, with a PDF profile page

Productivity9
B
bailian-knowledge

Personal data access and knowledge base use. Use when a task needs the user's own historical documents, customer materials, past plans, meeting notes, or study materials—for example, “prepare for a meeting using previous materials,” “write a version based on the old plan,” or “why did we decide this before?” The user does not need to say “knowledge base” or name Bailian. Also use when the user wants to reuse a collection of materials, or asks to connect, update, view, pause, resume, or clear the repository. Also handles explicit bl knowledge / kscli resource operations. Do not trigger for general Q&A, summarizing only the current attachment, or writing that needs no historical materials; personal preferences and chat memory belong to bailian-memory, while DingTalk document management, model selection, and fine-tuning are outside this Skill.

Productivity9
B
barrierefreiheit
barrierefreiheit
dischen87 / albatros-skills

Prüft und verbessert die Barrierefreiheit einer kleinen Webseite mit einer Person ohne Vorwissen, nach WCAG 2.2 AA in einfachen Worten: Kontrast, Schriftgrösse und Zoom, Bildbeschreibungen, Bedienung mit der Tastatur, Formulare, Vorlesen, Bewegung. Ergebnis ist ein Prüfprotokoll in docs/barrierefreiheit.md. Nutze den Skill bei «Barrierefreiheit», «barrierefrei», «Accessibility», «a11y», «WCAG», «Kontrast», «Alt-Text», «Screenreader», «für ältere Menschen lesbar», «mit Tastatur bedienen».

Design & UI9
B
bidirekt
bidirekt
bidirekt / skills

Write and update a service's Bidirekt contract files (contracts/*.yaml) from its code, and fix them from a can-i-deploy report. Use when the user mentions Bidirekt, contract files, provides/consumes, or a can-i-deploy failure.

Testing & quality9
B
breakthrough-evaluator-agent
breakthrough-evaluator-agent
breakthrough-edu / breakthrough-evaluator-agent

Send an independent judge that is not the author: a fresh evaluator subagent that checks finished work against pass criteria written before it was built (evaluator mode), or audits a batch against its source of truth (audit mode), with evidence for every verdict and never a fix. Use when the owner asks for an evaluator, reviewer, auditor or judge, or says 'send a judge', 'evaluate this', 'check my work with a fresh agent', 'get a second agent to review this', 'audit this folder', 'audit my registry', 'verify this against the source of truth', or 'LLM-as-judge'. Runs only when asked; it does not fire on its own at the end of a task. Not for checks a machine can run (tests, schema validation, a search that must return zero), not for hundreds of identical units, and not for fixing anything.

Testing & quality9
C
campaign-planner
campaign-planner
genspark-ai / genoffice

Turn campaign goals and a budget into a complete campaign plan with run-of-show, materials, budget, KPIs and a retrospective template, delivered as a Word document

Marketing & growth9
C
china-travel-data
china-travel-data
greenzorro / victor42-skills

Use when an agent needs live China travel data — geocoding, POI search, driving routes and map tiles (高德 Amap), flight schedules, transfers and fares (飞常准 Variflight), high-speed rail tickets (携程 Ctrip), weather and city coordinates (Open-Meteo) — or the planning order and mode trade-offs behind a trip. Triggers on 查航班 / 查火车票 / 查天气 / 查景点坐标 / 查驾车距离 / 行程该先定什么. Not for generating a full itinerary or shortlisting attractions.

Productivity9
D
daemon-service-manage

Inspect and manage persistent daemons, services, and background processes across machines using SSH for access and PM2 for lifecycle, status, logs, restart, and persistence.

Cloud & DevOps9
D
deslop
deslop
overextended / skills

Remove AI-generated slop from FiveM resource code (Lua, TypeScript, JavaScript) without changing behaviour. Use when the user asks to deslop, clean up or tidy code an agent wrote, or after finishing a change to a resource and before it is committed.

Development9
D
document-parsing
document-parsing
agentbody / skills

Parse a document at an HTTPS URL into Markdown and structured content, then retrieve complete, page-level, or Markdown-range results. Use when a user asks to extract, convert, inspect, search, or analyze a document available at an HTTPS URL.

Documents9
D
domain
domain
dischen87 / albatros-skills

Finds, buys, or connects a custom domain (e.g. meinladen.ch) for the Albatros server. Explains domains and DNS with the analogy of an address and phone book, suggests names, checks availability with domain_suchen, and buys through Albatros using domain_kaufen (the person is the owner and enters their details only on the payment page). If the person already has a domain, the skill connects it with domain_verbinden: DNS records, TXT proof _albatros, and checks until the site appears with a lock in the browser. Use this skill for “custom domain,” “my address,” “buy .ch,” “which domain is available,” “search for a domain,” “DNS,” “A record,” “CNAME,” “TXT record,” “domain doesn’t point to my site,” “certificate,” and “https isn’t working.”

Cloud & DevOps9
F
forge-batch
forge-batch
mgratzer / forge

Group a scope of Issues into Waves that can be implemented concurrently without stepping on each other — estimate what each Issue touches, exclude the ones that need a human, and print launch lines. Use when the user has several prepared Issues and wants to know which can run in parallel unattended

Agent workflows9
G
git-logbuch
git-logbuch
dischen87 / albatros-skills

Explains Git to someone with no prior knowledge using the analogy of a logbook aboard a ship and its copy in the harbor (Albatros's Git service, code.aufwind.sh). Gets the repo from the harbor, guides them through their first entries (Commit) with good notes, sends them to the harbor (Push), and checks that the copy arrives on the Albatros server at ~/projekt. Rules: main only, stage only your own files individually, never force-push. Use this skill for “Git,” “GitHub,” “harbor,” “commit,” “push,” “pull,” “Repo,” “what is a repository,” “save my changes,” “push rejected,” and “conflict,” and before committing anything for the person.

Development9
H
how
how
overextended / skills

Explain how a resource or subsystem works, its runtime flow across client, server and NUI, and where things live, through read-only subagents. Use when the user asks how something works, where code should live or which layer owns it, or when a skill such as architect calls for it

Development9
H
humanize-writing
humanize-writing
agentbody / skills

Rewrite AI-generated or mechanical text into more natural writing through Agent Body while preserving meaning, facts, language, and intent. Use when users ask to humanize, rewrite, reduce AI tone, or make text sound more natural.

Creative & media9
I
implement
implement
maddec01 / mux-factory

Implement a piece of work based on a spec or set of tickets.

Development9
I
in-your-own-words
in-your-own-words
q-qp-p / pstack

Restate in your own words what you think the user's goals are and what problem they're trying to solve. Use for /in-your-own-words.

Agent workflows9
I
inhalte
inhalte
dischen87 / albatros-skills

Helps someone with no prior knowledge write and choose text and images for their website: a homepage in three sentences, short text for people reading on mobile, their own photos instead of stock images, image rights and image size, and making AI text sound like their own voice. The result is a content list in docs/inhalte.md and the text on the site. Use this skill for “writing text,” “what should I write on the homepage,” “About us,” “images for the website,” “may I use this image,” “text sounds like AI,” and “content.”

Marketing & growth9
I
install-docs-page
install-docs-page
invertase / docs.page

Install a live docs.page site from a public GitHub repository by following Quickstart. Use when the user wants to add docs.page, install docs.page, scaffold docs.json, or host Markdown documentation at docs.page/{owner}/{repo}.

Development9
I
installing-posthog-in-a-codebase
installing-posthog-in-a-codebase
posthog / ai-plugin

Install and configure a PostHog SDK in a repository you can read and edit, following PostHog's docs for the framework. Use when a user working in their codebase asks to add, install, or set up PostHog, product analytics, session replay, or a PostHog SDK. Covers finding the right docs page, installing the latest package, getting the project token and ingestion host from project-get, keeping them in the env file, server-side setup, identifying users, and verifying the change. If you can't access the user's code, as is common in ChatGPT on the web or Claude on the web, use installing-posthog-from-chat instead.

Development9
J
jmbos-backend-generating-generic-design

No description yet

Development9
J
jmbos-backend-generating-sql-ddl

No description yet

Data & databases9
J
jmbos-common-agent-update

No description yet

Agent workflows9
J
jmbos-common-authenticating-zentao

No description yet

Development9
J
jmbos-common-create-zentao-bug

No description yet

Testing & quality9
J
jmbos-common-generating-bug-fix-report

No description yet

Testing & quality9
J
jmbos-common-generating-project-doc

No description yet

Development9
J
jmbos-front-authenticating-bos

No description yet

Development9
96781–96840 of 96,981

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.