mcpField

Skills

96,770 packaged capabilities and playbooks for agents. Install any of them with one command.

All

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.

Other10
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.

Other10
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.

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».

Other9
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.

Other9
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.”

Other9
F
fitness-functions
fitness-functions
event-catalog / skills

Writes, runs and debugs EventCatalog architecture fitness functions — TypeScript rules in `*.fitness.ts` files that check the documented architecture (ownership, naming, domain boundaries, dependencies, data access, schemas) and fail CI when it drifts. Turns an architecture rule described in plain language into a working fitness function, places it globally or beside the domain, system, service, message or data store it governs, runs `eventcatalog fitness check`, verifies the result, and wires it into CI. Use when user asks to "write a fitness function", "add an architecture rule", "enforce that every event has an owner", "check domain boundaries", "stop services sharing databases", "detect circular dependencies", "fail the build when the architecture breaks a rule", "run fitness checks in CI", or "why is my fitness function failing".

Testing & quality9
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.

Other9
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.”

Other9
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
J
job-description
job-description
genspark-ai / genoffice

Turn a hiring need into a complete job description with responsibilities, requirements, nice-to-haves and a resume screening rubric, delivered as a Word document

Documents9
K
ketchup
ketchup
q-qp-p / pstack

Catch the user up on what changed in this chat since their last message, in a few plain sentences and small visuals. Give each action item just enough context to make the call. Use for /ketchup.

Agent workflows9
K
kpi-dashboard
kpi-dashboard
genspark-ai / genoffice

Turn operating data into a KPI dashboard workbook with metric definitions, target vs actual, attainment rates and trend charts, delivered as an Excel workbook

Data & databases9
L
landung
landung
dischen87 / albatros-skills

Plans and guides a project's move from Albatros to its own server, explaining it with the analogy of moving into your own house: a moving checklist; renting and setting up a server (SSH with keys only, firewall, updates, Caddy for HTTPS); taking the Logbuch on GitHub along; switching Fliessband there to the new destination over SSH with your own key; bringing data and secrets; testing; changing the address in DNS, or transferring a domain bought through Albatros to a new registrar with the auth code from domain_mitnehmen; and handling backups yourself. Use this skill for “own server,” “move,” “away from Albatros,” “Hetzner,” “VPS,” “self-host,” “landing,” and “what do I need for my own server.”

Other9
L
lotse
lotse
dischen87 / albatros-skills

Hauptskill von Albatros: der Fluglotse. Fragt mit dem Werkzeug lage den echten Stand der Person ab (Abo, Schlüssel, Server oder Seite, Fliessband, Domain, Mission) und folgt dann genau dem Skill, der jetzt dran ist; nach jedem geschafften Schritt fragt er neu. Ohne Anmeldung zeigt er die offene Bibliothek aller Skills zum Selbstwählen und erklärt, wie die Anmeldung geht. Nutze den Skill, sobald jemand an seinem Albatros-Projekt weiterarbeitet oder fragt «was jetzt?», «wie weiter?», «was ist der nächste Schritt?», «wo stehe ich?», «es geht nicht», «es klemmt», «ich weiss nicht weiter», bei /albatros:lotse und am Ende des Skills start. Bei einer klaren Frage zu einem Thema (z. B. «wie verbinde ich meine Domain?», «was ist ein SSH-Schlüssel?») hat der passende Fach-Skill Vorrang.

Other9
L
lua-best-practices
lua-best-practices
overextended / skills

Lua best practices for FiveM resources built on ox_lib, the way Overextended structures its own resources. Use when reading or editing any .lua file or fxmanifest.lua, or when the user asks when to use require, lib.load or lib.loadJson, how to split a resource into modules, where config goes, or how to use cache, lib.onCache, lib.points, lib.callback or locales.

Development9
M
make-app-approval
make-app-approval
qfeius / make-platform-skills

Use when creating or iterating on a project after the Make App requirements proposal is confirmed. Decide whether to generate the My Approvals navigation by default based on business entry, edit-and-save, or approval-processing capabilities. Also covers BPM, bpmDefinitionKey, approval creation fields, save and submit, submit and save, process status, and approval tags in detail titles. Handles generation conditions, runtime initiation configuration, saving and first initiation, and status display in business lists and details. Does not cover cancel/recall, installing the My Approvals npm package or implementing the task center, approval processing, approval history, the process designer, or Console approval management.

Development9
M
make-bot-ui
make-bot-ui
q-qp-p / pstack

Use when building a custom UI (page, dashboard, buttons) that should wake a Grok Bot over a webhook, when the user must provide a webhook sender key, or when exposing that UI on Tailscale.

Development9
N
nda-drafter
nda-drafter
genspark-ai / genoffice

Draft a one-way or mutual NDA from the cooperation background, with clause notes and risk points, not legal advice, delivered as a Word document

Documents9
N
no-comments
no-comments
overextended / skills

Delete the comments in a diff that the code should make unnecessary, through a fresh read-only reviewer, then fix the code each deleted workaround comment was excusing. Use before a change goes to review, or when the user asks to strip comments from a diff.

Testing & quality9
96601–96660 of 96,770

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.