Skills real projects publish on GitHub, most starred first. Each one says what it will make an agent do before you copy it.
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
MetaBrain-LabsSkillMetaBrain-Labs/ComfyUI-MCP-Server-TypeScript/comfyui-mcp-server-skill/SKILL.md
Enables AI agents to discover, inspect, and execute ComfyUI workflows for image and video generation through a structured MCP interface. Supports the full task lifecycle—from context loading and workflow discovery, to parameter mounting and task submission, and finally result retrieval and generated asset management.
MicrosoftSkillmicrosoft/AKS-Lab-GitHubCopilot/.github/skills/mcp-server-skeleton/SKILL.md
Skill: MCP Server Skeleton (FastMCP, streamable-http) ## Reference layout ``` src/mcp_servers/ / ├── __init__.py ├── models.py ├── store.py ├── server.py └── Dockerfile ``` ## `server.py` template ```python from __future__ import annotations from mcp.server.fastmcp import FastMCP import structlog from
csiddhant796-blipSkillcsiddhant796-blip/claude-skills-collection/mcp-server-builder/SKILL.md
MCP Server Builder
Hussain-ElfalahSkillHussain-Elfalah/Agentic-Skills/.cursor/skills/mcp-server-builder/SKILL.md
name: mcp-server-builder description: Design and ship production-ready MCP (Model Context Protocol) servers from OpenAPI contracts instead of hand-written tool wrappers. Python and TypeScript support, schema validation
imdouglasoliveiraSkillimdouglasoliveira/skills/skills/mcp-remote-server/SKILL.md
Builds a remote MCP server with per-user read/write permissions, an access admin screen and a usage log, on Supabase Edge Functions, a closed proxy, or Cloudflare Workers.
sandraschiSkillsandraschi/inkscape-mcp/.cursor/skills/mcp-server-developer/SKILL.md
Comprehensive MCP server development guide covering FastMCP 2.14.3 features, Anthropic standards, ecosystem integration, and production deployment across all agentic IDEs
mrlynnReads credentialsSkillmrlynn/claude-skills/mcp-server-scaffold/SKILL.md
Generate Model Context Protocol (MCP) tool servers from API descriptions, enabling AI assistants to connect to external services
bluesky-socialSkillbluesky-social/atproto/.agents/skills/xrpc-server/SKILL.md
Build or edit routes on an AT Protocol service that uses `@atproto/xrpc-server` — `packages/pds`, `packages/bsky`, or any package whose handlers call `server.add()`. Use when adding or changing an endpoint, wiring `createServer` into Express, reading params/input/auth in a handler, returning JSON, binary, streamed, or empty responses, setting response headers, throwing XRPC protocol errors, applying per-route rate limits or body limits, or exposing a WebSocket subscription. To migrate a service off the legacy generated server stack, use the lexification-server skill instead. For calls the service makes *out* to other services, use the lex-client skill.
dataforseoSkilldataforseo/mcp-server-typescript/SKILL.md
Run DataForSEO API tasks via the CLI in a shell (docs index, docs search, request). Use when the agent should execute terminal commands with npx dataforseo-mcp-server.
roedyrustamSkillroedyrustam/vibes-plug/skills/mcp-server-architect/SKILL.md
Ultimate guide for designing, building, and security-hardening modern AI Tools/Bots via Model Context Protocol (MCP v1.x) in TypeScript and Python / Panduan utama merancang, membangun, dan mengamankan AI Tools/Bots modern melalui Model Context Protocol (MCP) dalam TypeScript dan Python.
aivrarSkillaivrar/portable-hermes-agent/skills/extensions/music-server/SKILL.md
Generate audio with the portable Music Server.
AradotsoReads credentialsSkillAradotso/mcp-skills/skills/mcp-server-bash-sdk/SKILL.md
Build lightweight MCP servers in pure Bash with zero runtime overhead for AI tool integration
AradotsoReads credentialsSkillAradotso/mcp-skills/skills/postman-mcp-server/SKILL.md
Connect AI agents to Postman APIs for workspace management, collection operations, environment handling, and code generation
AradotsoReads credentialsSkillAradotso/mcp-skills/skills/railway-mcp-server/SKILL.md
Use Railway's MCP server to manage Railway projects, deployments, databases, and infrastructure through the Railway CLI
sandraschiSkillsandraschi/blender-mcp/.cursor/skills/mcp-server-developer/SKILL.md
Comprehensive MCP server development guide covering FastMCP 2.14.3 features, Anthropic standards, ecosystem integration, and production deployment across all agentic IDEs
codecharmhqReads credentialsSkillcodecharmhq/claude-code-skills/mcp-server-builder/SKILL.md
Use when building MCP (Model Context Protocol) servers, adding tools/resources/prompts to Claude, or debugging MCP server connection and tool discovery issues
DROOdotFOOSkillDROOdotFOO/agent-skills/skills/mcp-server-builder/SKILL.md
Scaffold MCP servers from OpenAPI specs. TRIGGER when: user asks to build an MCP server, convert an OpenAPI/Swagger spec to MCP tools, generate MCP tool definitions, or scaffold a FastMCP/TypeScript MCP project. DO NOT TRIGGER when: user is configuring an existing MCP server, writing MCP clients, or working with Claude API directly (use claude-api skill).
iShawnWangReads credentialsSkilliShawnWang/skills/zentao-mcp-server/SKILL.md
内网禅道 HTTP 服务。用于登录 ZenTao/禅道实例，暴露 HTTP 接口查询、评论、指派、解决 Bug，并支持对“新指派给我”的 Bug 做飞书通知。
OlehDatsykReads credentialsSkillOlehDatsyk/weather-mcp-server/.claude/skills/SKILL.md
Answers weather questions with live OpenWeatherMap data through the weather-mcp-server MCP tools - current conditions, 1-5 day forecasts, multi-city comparisons, air quality and official weather alerts. Use when the user asks "what's the weather in...", "will it rain this week in...", "compare the weather in X and Y", "what's the air quality in...", "are there any storm warnings for...", or wants trip-planning or what-to-wear advice based on the weather.
sguys99Reads credentialsSkillsguys99/mcp-connectors/.claude/skills/mcp-server-builder/SKILL.md
Builds a runnable Python + FastMCP MCP server from a 10-section MCP server spec (Korean or English) in this repo's conventions. Use whenever the user wants to implement, build, scaffold, or generate code for an MCP server from a spec ("implement this MCP spec", "build the MCP server from docs/mcp-spec/...", "scaffold an MCP server that wraps our internal API", "MCP 서버 구현해줘", "스펙대로 만들어줘", "이 요구사항 정의서로 MCP 서버 빌드", "MCP 서버 스캐폴드/뼈대 코드"), or when a spec already exists under docs/mcp-spec/ and the next step is code, even if the words "implement" or "scaffold" are not used. Output: src/mcp-servers/<name>/ (server, state, tools, client, config, .env.example, README), tests/<name>/, a scenario YAML for `mcp_cli.py test`, registry entries in configs/mcp_servers.yaml, and Makefile targets. A mock backend makes it run end to end without real integration.
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.
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