mcpField

Skills

97,501 packaged capabilities and playbooks for agents. Install any of them with one command.

All

M
meta-ad-policy-checker
meta-ad-policy-checker
gooseworks-ai / goose-skills

Pre-flight policy check for Meta ads. Takes ad copy plus advertiser context, resolves and fetches the relevant Meta transparency-center policy pages at runtime, and returns a Pass / Fix Required / Block verdict with cited findings and rewrites

Marketing & growth41
M
meta-jobs-research
meta-jobs-research
crawlora-org / crawlora-skills

Searches and pulls postings from Meta's public careers site (metacareers.com) via the Crawlora API — full catalog listing, filtered search by team/technology/location/employment-type, and single-posting detail — returning clean JSON. Use when the user wants to find Meta job openings, track a category or team's open roles over time, or look up one specific Meta posting by id.

Other41
M
metaculus
metaculus
outsharp / shipp-skills

Metaculus is a forecasting platform where users predict outcomes of real-world events. Use this skill to interact with the Metaculus API for browsing questions, submitting forecasts, reading community predictions, managing comments, and downloading forecast data.

Other41
M
mgdis-sonarqube-usage

No description yet

Testing & quality41
M
microservices
microservices
krzysztofsurdy / code-virtuoso

Microservices and distributed systems patterns: service boundaries, sagas, CQRS, resilience, and monolith trade-offs. Use to decompose a monolith or design service communication.

Development41
M
miniapp-devtools-cli-repair
miniapp-devtools-cli-repair
sun-sunshine06 / miniprogram-skills

Diagnose WeChat DevTools failures through the official CLI instead of relying only on GUI screenshots. Use when Codex needs to run `open`, `preview`, or related commands, discover the live service port, classify whether a failure is CLI-visible, host-side, or outside preview scope, and apply or suggest only safe repo-level fixes.

Development41
M
miniapp-devtools-recovery
miniapp-devtools-recovery
sun-sunshine06 / miniprogram-skills

Recover a WeChat Mini Program repository after wrong-root import, DevTools template residue, stale compile conditions, or TypeScript-recognition drift. Use when Codex needs to restore the intended repo shape, remove generated clutter, or tell the user exactly what to fix inside DevTools.

Development41
M
miniapp-official-scaffold-alignment
miniapp-official-scaffold-alignment
sun-sunshine06 / miniprogram-skills

Validate or design a WeChat Mini Program scaffold, repository layout, or TypeScript setup against official platform rules. Use when Codex needs to review `project.config.json`, `app.json`, `miniprogramRoot`, page or component file sets, or the initial repo skeleton before feature work begins.

Development41
M
mistral-api
mistral-api
alphaonedev / openclaw-graph

Mistral AI API for models like large/medium/small, with function calling and code generation.

Development41
M
mlb-decision-logger
mlb-decision-logger
lyndonkl / claude

Appends structured decision entries to the yahoo-mlb decision log (tracker/decisions-log.md) on behalf of any agent in the MLB team. Validates entries against the authoritative schema, serializes concurrent writes from parallel agents, and runs the Monday calibration pass to fill in outcomes and update the variant scoreboard. Use when any MLB agent needs to record a decision, when the coach requests "log decision", "append to decision log", "record variant outcome", or runs the "calibration pass".

Data & databases41
M
mlb-league-state-reader
mlb-league-state-reader
lyndonkl / claude

Parses Yahoo Fantasy Baseball league state (roster, standings, current matchup, FAAB remaining, free agents) from authenticated Yahoo team pages via Claude-in-Chrome browser automation, then grounds it against league-config.md and team-profile.md to emit a normalized league-state bundle every other agent can consume without re-scraping. Use when the coach or any downstream agent needs to read Yahoo roster, refresh team profile, pull league state, get current matchup, check FAAB remaining, list free agents, or when user mentions "what's on my roster", "who am I playing this week", "how much FAAB do I have left", or "refresh my team".

Data & databases41
M
mobilerun
mobilerun
droidrun / skills

Control, automate, and interact with Android and iOS phones via the Mobilerun API. Mobilerun automates mobile devices it is NOT a desktop browser automation tool. Use whenever the user wants to automate a task on a mobile device or run a cloud task on a phone. Use when: (1) tapping, swiping, typing, or navigating phone UI directly, (2) running autonomous AI agent tasks on a phone, (3) taking screenshots or reading screen state, (4) managing devices — provisioning, renaming, rebooting, terminating, (5) managing apps — install, uninstall, list packages, (6) configuring proxies, eSIM, GPS location, or file transfers, (7) managing credentials for automated app logins, (8) subscribing to task webhooks, (9) multi-device operations — fleet management, parallel tasks across phones. Do NOT use for desktop browser automation, computer screenshots, or controlling a desktop OS. Also load when the user mentions Mobilerun, Droidrun, or phone control. Supports both personal devices (via Portal APK) and cloud-hosted devices. Requires a Mobilerun API key (prefixed dr_sk_) and a connected device.

Agent workflows41
M
model-try-on
model-try-on
xianyu110 / ecommerce-image-skills

Dress a model in a real garment or accessory from a flat-lay, hanger or mannequin photo (on-model / virtual try-on) while preserving fabric, colour, fit, prints and logos. Supports pose references, multiple body types and ghost-mannequin output. Use for 模特图, 上身图, 试穿, try-on, on-model photo, apparel and jewellery.

Other41
M
module-planner
module-planner
willoscar / research-units-pipeline-skills

Use when a tutorial concept DAG exists and the run needs an ordered teaching plan with objectives and outputs.

Productivity41
M
moexalgo-futoi
moexalgo-futoi
moexalgo / algopack-skills

Python moexalgo library workflows for futures-only FUTOI DataFrames, .env session.TOKEN setup, Market("FO").futoi, Ticker(...).futoi, futures open interest, FIZ/YUR segmentation, pos and pos_long or pos_short fields, participant counts, library parameter caveats, and aggregation caveats.

Data & databases41
M
molecular-dynamics
molecular-dynamics
kalarislabs / research-agent-skills

Runs and analyzes molecular dynamics simulations using OpenMM and MDAnalysis. Covers system preparation with PDBFixer and OpenFF/GAFF2, force field choice (AMBER14, CHARMM36m, ff19SB), energy minimization, NVT/NPT equilibration, production MD, and trajectory analysis (RMSD, RMSF, protein-ligand contacts). Use when simulating a protein or protein-ligand system on GPU, assessing how a mutation affects protein dynamics, characterizing ligand binding mode, quantifying per-residue flexibility, or modeling membrane proteins and disordered proteins. Not for GROMACS or NAMD workflows, which the skill lists only as alternatives.

Data & databases41
M
money-retro
money-retro
xbuilderlab / cheat-on-money

Retrospective on a money-making opportunity in progress: record actual time invested/actual income vs the original expectations, capture lessons learned (which kinds of opportunities work for me, which pitfalls I have hit), and update the status file. Trigger words: "复盘"/"这个搞得怎么样"/"实际赚了多少"/"money retro"/"总结一下".

Productivity41
M
mosaicml
mosaicml
membranedev / application-skills

MosaicML integration. Manage data, records, and automate workflows. Use when the user wants to interact with MosaicML data.

Cloud & DevOps41
M
moss-image-prompt-enhancer
moss-image-prompt-enhancer
openmoss / moss-image

Expand an image-generation request into a detailed MOSS-Image caption or spatial layout, and compile a local JSON draft into a ready-to-paste prompt. Use for prompt enhancement, image composition and text placement; this skill does not generate images.

Creative & media41
M
mp-test-setup
mp-test-setup
mercadopago / mercadopago-claude-marketplace

Create test users and add funds to them for Mercado Pago testing. Wraps create_test_user and add_money_test_user from the MCP. Clarifies that credentials come in APP_USR- (Orders API, Checkout Pro, Point, QR) and TEST- (Checkout API, Bricks, Payments API) formats — both are valid and actively issued.

Testing & quality41
M
mportal

No description yet

Other41
M
multi-angle-set
multi-angle-set
xianyu110 / ecommerce-image-skills

Generate a consistent multi-angle product image set (front, back, left/right side, top, 45°, detail macro, packaging, in-hand) with identical lighting and background, optionally combined into a grid. Use for 多角度图, 多视角套图, 360 view, angle set, gallery images.

Other41
M
multi-tenancy
multi-tenancy
rrezartprebreza / spring-boot-skills

Use when implementing tenant resolution, database or schema isolation, tenant-aware JPA, reactive tenant context, migrations, caching, jobs, or authorization in Spring Boot 3.

Development41
M
multica-mentioning
multica-mentioning
multica-ai / multica

Use when an issue comment needs to @mention someone — link to a person, trigger another agent, hand work to a squad, or broadcast with @all. Whether to mention at all is covered by the runtime brief, not here.

Agent workflows41
N
n8n-binary-and-data
n8n-binary-and-data
czlonkowski / n8n-mcp

Handle files and binary data in n8n correctly. Use when working with files, images, PDFs, attachments, uploads or downloads, base64, vision/multimodal input, or when an AI agent needs a file as tool input or output — and whenever the user mentions $binary, binaryPropertyName, "read the PDF", "attach the file", "send the image", Merge losing binary, or a CDN for chat images. Covers the $binary vs $json split, reading/writing binary, keeping binary alive across transforms with Merge, the agent-tool binary boundary, and the CDN/URL requirement for chat surfaces.

Data & databases41
N
n8n-subworkflows
n8n-subworkflows
czlonkowski / n8n-mcp

Build reusable, composable n8n sub-workflows. Use when extracting shared logic, building anything multi-step or reused across workflows, or any workflow over ~10 nodes — and whenever the user mentions sub-workflows, Execute Workflow, reuse, shared/common logic, modular workflows, "Define Below" inputs, waitForSubWorkflow, mode each vs all, or exposing a workflow as an agent tool. Covers typed sub-workflow inputs, all-vs-each execution, verb-first naming for discovery, stateless vs stateful design, and splitting by input shape.

Development41
N
n8n:ui-design
n8n:ui-design
n8n-io / n8n

Guidelines on designing and building UI. Use when working in editor-ui or design-system packages. Triggers for tasks that include refactoring components, styling changes, or feature work

Design & UI41
N
n8nio
n8nio
membranedev / application-skills

N8n.io integration. Manage Workflows, Executions, Credentials. Use when the user wants to interact with N8n.io data.

Productivity41
N
nano-banana-pro

No description yet

Creative & media41
N
nasa-earthdata
nasa-earthdata
soljourner / claude-engineering-skills

Access atmospheric properties and aerospace fluid data from NASA Earthdata

Data & databases41
N
natural-writing-style

No description yet

Creative & media41
N
nature-academic-search

Multi-source literature search, citation verification, MeSH search strategy, citation file management (.nbib/.ris/.bib conversion), and reference management (BibTeX, related articles, ID conversion) via MCP tools (PubMed, CrossRef, arXiv). Use when the user needs coordinated multi-step literature workflows beyond a single MCP call

Productivity41
N
neurokit2
neurokit2
kalarislabs / research-agent-skills

Use NeuroKit2 to build or audit reproducible research workflows for physiological time-series preprocessing, event/interval analysis, multimodal alignment, variability, and complexity. Trigger when code imports neurokit2 or needs its current APIs, schemas, and method-aware validation—not for diagnosis or device validation.

Data & databases41
N
neuropixels-analysis
neuropixels-analysis
kalarislabs / research-agent-skills

Analyze Neuropixels extracellular recordings end-to-end with SpikeInterface. Covers loading SpikeGLX/Open Ephys/NWB data, preprocessing, drift/motion correction, Kilosort4 (and CPU) spike sorting, quality metrics, and unit curation (threshold-based, model-based UnitRefine, and AI-assisted visual review). Use when working with Neuropixels 1.0/2.0 recordings, spike sorting, or extracellular electrophysiology analysis.

Data & databases41
N
nextcloud-admin
nextcloud-admin
nordz0r / skills

Nextcloud files and administration via WebDAV and the OCS API. Use for any Nextcloud file or instance task: upload or download a file, PROPFIND directory listing, MKCOL, MOVE, COPY, chunked upload of large files, trash bin and file versions, sharing a file, public link with password and expiry, share permissions, creating or disabling accounts, quotas, groups, subadmins, app tokens, enabling apps, instance capabilities. Triggers: nextcloud, webdav, remote.php/dav, ocs, user-provisioning, quota, облачное хранилище, публичная ссылка на файл, шаринг файла, загрузить файл, пользователи.

Cloud & DevOps41
N
nextflow
nextflow
kalarislabs / research-agent-skills

Build, run, and debug Nextflow data pipelines and nf-core workflows end to end. Use whenever the user mentions Nextflow, nf-core, .nf files, nextflow.config, DSL2, processes/channels/operators, samplesheets, or wants to run a community pipeline (e.g. nf-core/rnaseq, nf-core/sarek), write or test a module/subworkflow with nf-test, configure executors/containers (Docker, Singularity/Apptainer, Conda, Wave), scale a workflow to HPC/SLURM or cloud (AWS Batch, Google Batch, Azure, Kubernetes), or debug a failed/-resume run. Make sure to use this skill for any reproducible scientific/bioinformatics workflow work even if the user does not say the word "Nextflow", and for authoring nf-core-compliant pipelines, modules, configs, and linting.

Data & databases41
N
nft-blockchain
nft-blockchain
dcl-regenesislabs / opendcl

NFT display and blockchain interaction in Decentraland. NftShape (framed NFT artwork), wallet checks (getPlayer, isGuest), signedFetch (authenticated requests), smart contract interaction (eth-connect, createEthereumProvider), and RPC calls. Use when the user wants NFTs, blockchain, wallet, smart contracts, Web3, crypto, or token gating. Do NOT use for player avatar data or emotes (see player-avatar).

Development41
N
node-packaging
node-packaging
paldom / node-skills

Configures npm package artifacts - package.json exports maps, ESM-first vs dual format decisions, tsdown/tsup bundling, publint and arethetypeswrong gates, files whitelist, engines. Use when the user asks to package a library for npm, fix consumer import or type-resolution errors, or check publish-readiness. Not for version bumps, changelogs, releases, or registry auth

Development41
N
node-supply-chain
node-supply-chain
paldom / node-skills

Hardens the npm supply chain with lockfile discipline, Dependabot cooldowns and groups, per-package-manager install-script policies, provenance verification, npm token hygiene, and SHA-pinned Actions. Use when the user asks to secure dependencies, audit npm packages, respond to a compromised dependency, or pin Actions. Not for repository settings such as rulesets or secret scanning, or for publishing.

Security41
N
notebookLM
notebookLM
chachamaru127 / claude-code-harness

Generate NotebookLM YAML and slides. Document craftsman shows skill. Use when user mentions NotebookLM, YAML, slides, or presentations. Do NOT load for: implementation work, code fixes, reviews, or deployments.

Documents41
N
novu
novu
novuhq / skills

Build multi-channel notification systems with Novu. Trigger notifications across email, SMS, push, chat, and in-app channels. Manage subscribers, integrate the inbox component, and configure notification preferences.

Development41
N
numpy-numerics
numpy-numerics
soljourner / claude-engineering-skills

Numerical array operations for velocity fields, pump curves, and matrix calculations

Data & databases41
O
oauth
oauth
val-town / plugins

Use when a val needs to require login with a Val Town account — gating routes behind authentication, identifying the current user, building user-specific dashboards. Covers std/oauth's `oauthMiddleware` and `getOAuthUserData`, the auto-managed `/auth/*` routes, and session behavior. For third-party OAuth providers (Google, GitHub, etc.) see the `third-party-integrations` skill instead.

Development41
O
observe-whatsapp
observe-whatsapp
sickn33 / agentic-awesome-skills

2,877+ reusable AI agent skills for Claude Code, Codex, Cursor and Gemini CLI. AAS Core adds local catalog discovery, agent-owned selection and plan preview. CLI, MCP and plugins

Other41
O
obsidian-canvas-creator
obsidian-canvas-creator
timlai666 / skills

Create native Obsidian Canvas files (.canvas) from text content, supporting both MindMap and freeform layouts. This skill MUST be used when the user names Obsidian Canvas, and SHOULD be used when they want spatial organization of notes and cards. For hand-drawn whiteboard style, use excalidraw-diagram. For standard flowcharts/sequence diagrams, use mermaid-visualizer. Triggers on "Canvas", "Obsidian Canvas", "畫Canvas", "Canvas心智圖", "Canvas佈局".

Productivity41
O
obsidian-markdown
obsidian-markdown
timlai666 / skills

Create and edit Obsidian Flavored Markdown. When tasked with creating, structuring, or initializing a new Obsidian vault or knowledge base, MUST default to the llm-wiki structure (comprising SCHEMA.md, index.md, log.md, raw/, topics/, entities/, concepts/, comparisons/, queries/). This skill MUST be used when working with .md files in Obsidian, or when the user mentions wikilinks, callouts, frontmatter, tags, embeds, or Obsidian notes.

Productivity41
O
obsidian-study-vault-builder
obsidian-study-vault-builder
belumume / claude-skills

Build comprehensive, mobile-compatible Obsidian study vaults from academic course materials with checkpoint-based workflow, error pattern recognition, and quality assurance. Battle-tested patterns from 828KB/37-file projects. Works across all subjects - CS, medicine, business, self-study.

Productivity41
O
obsidian-vault-search
obsidian-vault-search
wilbeibi / wilbeibi-skills

Search an Obsidian vault three ways — Meilisearch for topic and fuzzy queries, ripgrep for exact strings/tags/task glyphs, and a date-aware helper for natural-language dates and overdue math. Use when finding notes about a topic, half-remembered ideas, recent writing, tagged content, or due/overdue/high-priority tasks in a local Markdown vault. Do NOT use to add or edit notes (use obsidian-capture).

Productivity41
O
oci-services-expert
oci-services-expert
frankxai / claude-skills-library

Expert guidance on Oracle Cloud Infrastructure services, architecture patterns, cost optimization, and deployment strategies. Use when designing on OCI, selecting OCI services, estimating cost, or applying OCI enterprise best practices.

Cloud & DevOps41
O
odoo-hr-payroll-setup
odoo-hr-payroll-setup
sickn33 / agentic-awesome-skills

Expert guide for Odoo HR and Payroll: salary structures, payslip rules, leave policies, employee contracts, and payroll journal entries.

Other41
O
office-automation

Automation of common office workflows - smart office assistant, supporting document processing, data organization, email management, scheduling, report generation and more

Productivity41
O
oh-arkruntime-thread-safety-audit
oh-arkruntime-thread-safety-audit
openharmonyinsight / openharmony-skills

Use this skill when auditing, reviewing, or fixing thread-safety issues in ArkCompiler Runtime Core, especially ArkTS-Sta ETS stdlib and plugin code under static_core/plugins/ets. It covers static mutable state, singleton initialization, shared maps/caches/counters/timers, taskpool/EAWorker concurrency, TSAN follow-up, and concurrent test design.

Testing & quality41
O
ohos-test-fuzz-generation
ohos-test-fuzz-generation
openharmonyinsight / openharmony-skills

Generate LLVM libFuzzer FUZZ test cases for C/C++ projects, run 26 security specification reviews, and generate semantic seed data. Compatible with OpenHarmony / Linux / Android build systems. Trigger keywords: fuzz testing, generate fuzzer, create fuzz cases, fuzz specification checks, fuzz_test, LLVMFuzzerTestOneInput, seed data/corpus

Testing & quality41
O
okta-attack
okta-attack
uphiago / recon-skills

Okta-as-IdP red-team attack chain — tenant discovery, user enumeration (multiple vectors), authentication flow analysis (factors enumeration, push-notification fatigue, SMS bypass), password spray with lockout discipline, Okta-specific phishing primitives (kits, FastPass abuse, OIDC redirect_uri tampering), MFA enumeration, post-compromise admin API surface. Many enterprise orgs use Okta instead of (or alongside) Entra ID. Distinct endpoints, distinct rate-limiting, distinct factor flows. Use when recon shows `<tenant>.okta.com`, `<tenant>.okta-emea.com`, `<tenant>.oktapreview.com`, or autodiscover-style records pointing at Okta IdP.

Security41
O
openai-whisper
openai-whisper
sundial-org / awesome-openclaw-skills

Local speech-to-text with the Whisper CLI (no API key).

Creative & media41
O
openclaw-homeassistant
openclaw-homeassistant
homeofe / openclaw-homeassistant

Control smart home devices via Home Assistant: lights, climate, media, covers, scenes, sensors, automations, and more. 34 tools with readOnly and domain-level safety guards.

Other41
O
openrouter-api
openrouter-api
thatjuan / agent-skills

OpenRouter unified-LLM-API expertise. Use when code POSTs to `openrouter.ai/api/v1`, imports `@openrouter/sdk`, `openrouter` (Python), or `@openrouter/agent`; when the OpenAI SDK is pointed at `https://openrouter.ai/api/v1`; when the user asks about routing across hundreds of LLMs (OpenAI, Anthropic, Google, DeepSeek, Meta, xAI, Mistral, etc.) through one endpoint; when working with provider routing, model fallbacks (`models` array), the Auto Router (`openrouter/auto`), `:nitro`/`:floor`/`:online` model suffixes, presets (`@preset/...`), prompt caching with `cache_control`, structured outputs, tool calling, the `openrouter:web_search` server tool, reasoning tokens, multimodal (image/PDF/audio/video) inputs, BYOK provider keys, OAuth PKCE, the `openrouter:` plugins (`web`, `file-parser`, `response-healing`, `context-compression`), or generation/usage accounting via `/api/v1/generation` and `/api/v1/key`.

Development41
O
openspec-apply-change
openspec-apply-change
full-stack-skills / ddd-skills

Implement tasks from an OpenSpec change. Use when the user wants to start implementing, continue implementation, or work through tasks.

Development41
O
openspec-archive-change
openspec-archive-change
full-stack-skills / ddd-skills

Archive a completed change in the experimental workflow. Use when the user wants to finalize and archive a change after implementation is complete.

Agent workflows41
O
openspec-propose
openspec-propose
full-stack-skills / ddd-skills

Propose a new change with all artifacts generated in one step. Use when the user wants to quickly describe what they want to build and get a complete proposal with design, specs, and tasks ready for implementation.

Agent workflows41
90481–90540 of 97,501

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.