Skills real projects publish on GitHub, most starred first. Each one says what it will make an agent do before you copy it.
AnthropicSkillanthropics/knowledge-work-plugins/partner-built/zoom-plugin/skills/setup-zoom-mcp/SKILL.md
Decide when Zoom MCP is the right fit and produce a safe setup plan for Claude. Use when planning AI workflows over Zoom data, deciding between MCP and REST, or defining a hybrid MCP architecture.
SupabaseSkillsupabase/server/skills/supabase-server/SKILL.md
Use when planning or writing server-side code that uses `@supabase/server` — Edge Functions, Hono apps, webhook handlers, or any backend that creates Supabase clients or validates inbound auth. Trigger **before** writing or modifying any file that imports from `@supabase/server` (or sub-paths like `@supabase/server/core`); calls `withSupabase`, `createSupabaseContext`, `createAdminClient`, `createContextClient`, `verifyAuth`, `verifyCredentials`, or `extractCredentials`; configures an `auth:` mode (`'none'` | `'publishable'` | `'secret'` | `'user'`, or keyed variants like `'secret:*'`); or lives under `supabase/functions/` and authenticates an inbound request. Also trigger during planning — if a plan mentions any of the above, load the skill before drafting code; do not extrapolate `auth:` values or auth modes from neighboring functions. Also trigger when you see legacy patterns to migrate to this package — `Deno.serve`, `createClient(Deno.env.get('SUPABASE_URL'))`, imports from `esm.sh/@supabase` or `deno.land/std`, usage of `SUPABASE_ANON_KEY` / `SUPABASE_SERVICE_ROLE_KEY`, or the deprecated `allow:` config option / removed `'always'` / `'public'` mode values / removed `authType` field.
soulmachineSkillsoulmachine/skills/macos-smb-server/SKILL.md
Configure macOS's built-in SMB server (com.apple.smb.server) — settings apply only when committed via SCPreferences, never via defaults write. Use when a Mac's "Macintosh HD" or a home folder is visible to other machines on the LAN (virtual shares), when disabling guest access on file shares, when a com.apple.smb.server change doesn't take effect, or when proving server-side which shares a Mac offers.
drevendevSkilldrevendev/HungryCrab/skills/serve/SKILL.md
Write and create issues or guarded pull requests for approved nutrients with trace and deduplication markers, using crab serve. Use when serving a menu, writing the why and how of a nutrient, explaining the trace footer, or checking why a nutrient was skipped. Do not use for ordinary issue or pull-request authoring unrelated to a Hungry Crab nutrient, menu, or implementation receipt.
SAPSkillSAP/automation-pilot-agent-skills/skills/automation-pilot-mcp-server-generation/SKILL.md
Create, configure, and deploy SAP Automation Pilot MCP server definitions and tool configurations. Use when building MCP servers, defining tools, setting up Automation Pilot MCP configs, or deploying MCP server definitions via API.
ngrokSkillngrok/agent-skills/skills/run-mcp-gateway/SKILL.md
Expose an in-development MCP (Model Context Protocol) server for remote testing against AI model providers like Claude and OpenAI, with per-provider authentication and traffic inspection. Puts a cloud endpoint in front of your local MCP server, authenticates each provider with its own bearer token via Vaults, and forwards to your server kept off the public internet. Use when the user is building or testing an MCP server and needs a remote AI client to reach it. Use when the user says "test my MCP server", "expose my MCP server to Claude", "connect my MCP server to OpenAI", or "front door for my MCP server".
MicrosoftSkillmicrosoft/power-platform-skills/plugins/power-pages/skills/add-server-logic/SKILL.md
Creates, edits, and manages Power Pages Server Logic files — server-side JavaScript that runs securely on the Power Pages runtime. Orchestrates the full lifecycle: gathering requirements, fetching documentation, implementing code, configuring site settings, and deploying. Use when the user wants to add server-side code, create API endpoints, or move logic from the browser to the server in their Power Pages site.
modularSkillmodular/skills/serve-model/SKILL.md
Serve a model with MAX's `max serve` command: set up the environment (pixi or uv with the max-nightly conda channel / nightly wheel index), point the server at a Hugging Face repo or local checkpoint, target a custom architecture with `--custom-architectures`, and pick the right serve flags for the model. Use this whenever the user wants to run, launch, start, or host a model on MAX, bring up an OpenAI-compatible endpoint, serve a custom/ported architecture, debug a `max serve` startup failure, or figure out which serve flags (devices, quantization-encoding, max-length, task, trust-remote-code) a given model needs, even if they don't say "max serve" by name.
fmindSkillfmind/dot/skills/mcp-setup/SKILL.md
Configure MCP servers in coding-agent settings and verify project or user access.
naman10parikhSkillnaman10parikh/agentgrid/.claude/skills/mcp-setup/SKILL.md
Self-install MCP servers to expand Claude's capabilities. Read the catalog, install the server, wire it into .mcp.json, and test.
tae0ySkilltae0y/python-project-template/.claude/skills.nouse/python-mcp-server-generator/SKILL.md
Generate a complete MCP server project in Python with tools, resources, and proper configuration. Use when scaffolding a new MCP server from scratch.
walidboulanouarSkillwalidboulanouar/Ay-Skills/skills/mcp-client/SKILL.md
Universal MCP client for connecting to any MCP server with progressive disclosure. Wraps MCP servers as skills to avoid context window bloat from tool definitions. Use when interacting with external MCP servers (Zapier, Sequential Thinking, GitHub, filesystem, etc.), listing available tools, or executing MCP tool calls. Triggers on requests like "connect to Zapier", "use MCP server", "list MCP tools", "call Zapier action", "use sequential thinking", or any MCP server interaction.
mintorainSkillmintorain/mintorain-tmux-ocastra/.claude/skills/mcp-setup/SKILL.md
MCP(Model Context Protocol) 서버 설정 가이드. Claude Desktop, Claude Code용 MCP 서버 구성 및 연동.
VoDaiLoczSkillVoDaiLocz/kilo-kit-mcp/skills/operations/server-management/SKILL.md
Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.
jame581Skilljame581/GodotPrompter/skills/dedicated-server/SKILL.md
Use when building dedicated servers — headless export, server architecture, lobby management, and deployment
Tony363SkillTony363/SuperClaude/.claude/skills/sc-mcp/SKILL.md
Comprehensive MCP orchestration skill integrating PAL MCP (reasoning, consensus, debugging) and Rube MCP (500+ app automations). Central hub for all MCP-powered workflows.
plannotatorSkillplannotator/artifact-server/skills/artifact-server/SKILL.md
Publish, review, organize, and share work with Artifact Server, or operate an installation when the user explicitly requests administrator work. Use for Artifact Server links, files or sites to upload, project, artifact, version, tag, sharing, or comment work, connection help, and explicit install, deploy, upgrade, backup, restore, or repair requests. Do not use for unrelated package publishing or for building software that the user did not ask to store in Artifact Server.
AWSSkillaws/agent-toolkit-for-aws/skills/specialized-skills/database-skills/rds-sqlserver/SKILL.md
Provides connectivity, authentication, and troubleshooting guidance for Amazon RDS for SQL Server. Applicable when users ask about SSMS times out connecting from EC2, Cannot generate SSPI context with Windows auth, connect RDS SQL Server from Lambda with pymssql, auth_scheme shows NTLM instead of KERBEROS on ECS Fargate, SSM tunnel to RDS SQL Server from laptop, port 1433 security group, TrustServerCertificate=True for localhost tunnels, SPN MSSQLSvc, AWS Managed Microsoft AD, CNAME not RDS endpoint for Kerberos, tds_version='7.4', encryption='require', port-as-string for pymssql, Secrets Manager credential caching in Lambda, error 18456 login failed. Covers Python (pymssql, pyodbc), .NET (Microsoft.Data.SqlClient), Java (JDBC mssql-jdbc), Node.js (tedious), IAM auth via RDS Proxy, and VPC/ECS/EKS/Lambda deployment.
priyanshuchawdaSkillpriyanshuchawda/codeaudit/skills/python-mcp-server-quality/SKILL.md
Use when creating, auditing, or improving Python MCP servers, FastMCP tools, resources, prompts, stdio transports, streamable HTTP transports, MCP Inspector setup, or Python tool schemas.
ElasticSkillelastic/docs-builder/.claude/skills/mcp-search/SKILL.md
Search, analyze, and author Elastic documentation using the remote MCP server. Use this when the user asks about Elastic product documentation, features, or APIs; wants to find, read, or verify existing docs pages; is writing or editing documentation; mentions cross-links between repos; asks about documentation structure, coherence, or consistency; wants to generate templates following Elastic content type guidelines; or references elastic.co/docs URLs or Elastic product names.
A folder with a SKILL.md file: a name, a description of when to use it, and instructions. Claude loads a skill only when the task matches its description.
Copy the folder into your project's .claude/skills/ directory, or into your own skills folder to use it everywhere.
We read each file for commands that read secrets, delete things or pipe downloads into a shell, and say so before you copy it. No warning is not a promise that a file is safe.
Open a skill to see its discussion. Reports from people and their agents are coming.
