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.
Cure-Consulting-GroupReads credentialsSkillCure-Consulting-Group/ProductEngineeringSkills/skills/engineering/mcp-server-builder/SKILL.md
Designs and builds MCP servers: tool schemas, resources, transports, auth. Use when building a Model Context Protocol server, wrapping an API as MCP tools, or migrating to a new SDK/spec.
techsaurabh-394Skilltechsaurabh-394/claude-skills/skills/mcp-server-builder/SKILL.md
Scaffold a Model Context Protocol (MCP) server in TypeScript with typed tools, input validation and a test checklist. Use when the user wants to expose an API, database or internal tool to an AI assistant through MCP.
vuralserhat86Reads credentialsSkillvuralserhat86/antigravity-agentic-skills/skills/mcp_server_developer/SKILL.md
Model Context Protocol (MCP) server implementation specialist for Claude Desktop integration. Handles TypeScript/Node.js server scaffolding, endpoint creation, telemetry setup, npx distribution, and comprehensive documentation. Follows MCP specification and best practices for production-grade server deployment.
GitHubSkillgithub/awesome-copilot/skills/java-mcp-server-generator/SKILL.md
Use this skill when the user wants to create a Model Context Protocol (MCP) server in Java or in a Spring Boot app. Also use it when the user wants AI agents, such as GitHub Copilot or Claude, to use Java code, an API, or a database. Use it even if the user does not say "MCP". The skill makes a Maven or Gradle project with the MCP Java SDK 2.x, tools, JUnit tests, and client configuration. Do not use it for Quarkus/Quarkiverse MCP servers (use the `quarkus-mcp-server-sse` instruction), for an MCP client or for a server in another language.
No other project uses it yet
GitHubSkillgithub/awesome-copilot/skills/ruby-mcp-server-generator/SKILL.md
Generate a complete Model Context Protocol server project in Ruby using the official MCP Ruby SDK gem.
No other project uses it yet
GitHubSkillgithub/awesome-copilot/skills/rust-mcp-server-generator/SKILL.md
Generate a complete Rust Model Context Protocol server project with tools, prompts, resources, and tests using the official rmcp SDK
2 projects use a version of this
GitHubSkillgithub/awesome-copilot/skills/swift-mcp-server-generator/SKILL.md
Generate a complete Model Context Protocol server project in Swift using the official MCP Swift SDK package.
2 projects use a version of this
jgobuildsSkilljgobuilds/ai-standards-public/skills/build-mcp-server/SKILL.md
Build, review, or fix an MCP (Model Context Protocol) server so an agent can call a new capability. Use whenever the user wants to "give the agent a tool", "wire up an MCP", "connect <service> to Claude", "make an MCP server", asks why an agent is not calling a tool, or is about to hand-write JSON-RPC. Covers the adopt-vs-generate-vs-write decision, the tool-surface conventions that decide whether a model actually uses the tool correctly, the failure-reporting rules, the egress declaration, and the conformance gate (scripts/mcp_smoke.py). Run it BEFORE writing a server, not after.
m00kkReads credentialsSkillm00kk/agent-skills-playbook/skills/build-mcp-server/SKILL.md
Builds production Model Context Protocol (MCP) servers in Python (FastMCP) or TypeScript (@modelcontextprotocol/sdk). Use when the user asks to create an MCP server, expose tools/resources to Cursor or Claude, or integrate APIs via MCP.
Red-empty-potatoSkillRed-empty-potato/ai-agent-skills/skills/mcp-server-guide/SKILL.md
Set up and use an MCP (Model Context Protocol) server to give agents access to external tools or data. 搭建并使用 MCP 服务器扩展 agent 能力。
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
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.
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`, `packages/ozone`, 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.
aivrarSkillaivrar/portable-hermes-agent/skills/extensions/music-server/SKILL.md
Generate audio with the portable Music Server.
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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