mcp-server-studio
memi-design/design-skills/skills/mcp-server-studio/SKILL.md
Expose Memoire Studio context, tools, and artifacts to other agents through MCP.
Skills real projects publish on GitHub, most starred first. Each one says what it will make an agent do before you copy it.
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memi-design/design-skills/skills/mcp-server-studio/SKILL.md
Expose Memoire Studio context, tools, and artifacts to other agents through MCP.
VelimirMueller/ai-development-skills/skills/ai/build-mcp-server/SKILL.md
Use when exposing a service or dataset to AI clients through the Model Context Protocol — few task-shaped tools with typed inputs, read-only by default, server-enforced confirmation for writes, stdio or Streamable HTTP, OAuth for remote, size limits, tests with the Inspector.
rafapeixer/java-skills/skills/mcp-server-java/SKILL.md
Use when writing or reviewing a Model Context Protocol (MCP) server in Java that exposes a service's data or actions as tools to coding agents and LLM clients, with the official MCP Java SDK (io.modelcontextprotocol.sdk) or Spring AI's MCP server starters, choosing STDIO or Streamable HTTP, writing tool input schemas, seeing a client fail to parse the server's output, or securing an HTTP MCP endpoint. Key rule: the official SDK (mcp 2.1.0) or Spring AI 2.0 starters; narrow intent-level tools (search_orders), never run_sql or run_command; a JSON schema with enum, bounds, required and additionalProperties false, validateToolInputs left on; never write to System.out with STDIO (logs to stderr, banner and console logging off); tool work under a timeout that cancels it and a fail-fast concurrency cap; failures as isError results with sanitized text, never thrown; HTTP behind an OAuth 2.1 resource server checking the token audience, plus Origin and Host validation.
Aradotso/mcp-skills/skills/matlab-mcp-server/SKILL.md
Run and interact with MATLAB using AI applications through the Model Context Protocol, enabling AI agents to execute MATLAB code, manage sessions, and assess code quality.
Aradotso/mcp-skills/skills/mcp-server-12306/SKILL.md
MCP server for querying China Railway 12306 train tickets, stations, transfers, and schedules in real-time
Aradotso/mcp-skills/skills/unity-mcp-server/SKILL.md
Control Unity Editor and Unity Hub from AI assistants via MCP — 288 tools for scene management, GameObjects, components, builds, profiling, Shader Graph, terrain, physics, and more
HK-hub/AgentSkills/build-mcp-server/SKILL.md
This skill should be used when the user asks to "build an MCP server", "create an MCP", "make an MCP integration", "wrap an API for Claude", "expose tools to Claude", "make an MCP app", or discusses building something with the Model Context Protocol. It is the entry point for MCP server development — it interrogates the user about their use case, determines the right deployment model (remote HTTP, MCPB, local stdio), picks a tool-design pattern, and hands off to specialized skills.
DoiiarX/claude-skills/server-md/SKILL.md
管理个人 SERVER.md 运维知识库。Use this skill whenever the user mentions ~/SERVER.md, SERVER.md, 服务器清单, server inventory, tailnet nodes, self-managed servers, WSL/Windows/Ubuntu host notes, or asks Claude to create, locate, update, summarize, or use a personal server runbook. It helps Claude find the canonical SERVER.md across WSL, Windows, native Ubuntu, and remote hosts; preserve progressive disclosure by splitting details into reference files; summarize local machine and managed servers without leaking secrets; and turn server notes into safe operational checklists.
Hassaan146/claude-skills/mcp-server-builder/SKILL.md
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, safe evolution. Use when exposing an existing API as an MCP server, building tool integrations for Claude or Codex or Cursor, or scaffolding an MCP project from scratch.
asgard-ai-platform/skills/tech-mcp-server-dev/SKILL.md
Build MCP (Model Context Protocol) servers including tool definition, schema design, authentication, error handling, and Claude Code integration. Use this skill when the user needs to create an MCP server, expose APIs or databases to AI agents, design tool schemas, or integrate with Claude Code — even if they say 'build an MCP server', 'connect Claude to our database', 'expose our API to AI', or 'create a tool for Claude Code'.
tae0y/python-project-template/.claude/skills.nouse/python-mcp-server/SKILL.md
Instructions for building Model Context Protocol (MCP) servers using the Python SDK. Provides patterns, best practices, and code examples for FastMCP, tools, resources, prompts, and transports.
glaforge/java-stdio-mcp-server/SKILL.md
Scaffolds and installs zero boilerplate Java-based MCP STDIO servers using JBang and LangChain4j for Gemini CLI. Use this to quickly bootstrap an MCP server from scratch.
pproenca/unifi-mcp/.agents/skills/build-mcp-server/SKILL.md
This skill should be used when the user asks to "build an MCP server", "create an MCP", "make an MCP integration", "wrap an API for Claude", "expose tools to Claude", "make an MCP app", or discusses building something with the Model Context Protocol. It is the entry point for MCP server development — it interrogates the user about their use case, determines the right deployment model (remote HTTP, MCPB, local stdio), picks a tool-design pattern, and hands off to specialized skills.
github/awesome-copilot/skills/php-mcp-server-generator/SKILL.md
Generate a complete PHP Model Context Protocol server project with tools, resources, prompts, and tests using the official PHP SDK
No other project uses it yet
mturac/everything-openai-codex/.agents/skills/mcp-server-patterns/SKILL.md
Build MCP servers with Node/TypeScript SDK — tools, resources, prompts, Zod validation, stdio vs Streamable HTTP. Use Context7 or official MCP docs for latest API.
Often used witheverything-claude-code-conventionsagent-sortbrand-voice
mturac/everything-openai-codex/.cursor/skills/mcp-server-patterns/SKILL.md
Build MCP servers with Node/TypeScript SDK — tools, resources, prompts, Zod validation, stdio vs Streamable HTTP. Use Context7 or official MCP docs for latest API.
Often used witheverything-claude-code-conventionsagent-sortbrand-voice
masteread/php2shell-checker-claude/skills/server/SKILL.md
Check whether the PHP serving a site on this machine or server is patched against PHP2Shell (October 2026 PHP security releases). Use when the user has local or SSH access and asks if their PHP install is vulnerable or patched.
Aradotso/mcp-skills/skills/zabbix-mcp-server/SKILL.md
Complete MCP server for Zabbix integration providing AI assistants access to 100% of Zabbix APIs through 3 unified tools
yeaight7/agent-powerups/skills/mcp-server-builder/SKILL.md
Design high-quality MCP servers around workflows, narrow schemas, context-aware outputs, and actionable errors. Use when building or reviewing MCP tools for real agent tasks.
Parad0x-Labs/openclaw-skills/skills/mcp-server/SKILL.md
MCP server exposing the Parad0x Labs stack — x402 payment quotes, receipt hashing (no on-chain anchoring in this server; a devnet receipt_anchor is available for explicit use), read-only .null resolution and Dark Passport lookup, outcome receipts, receipt compression, and program status discovery. Runs over stdio, works with Claude Desktop and any MCP client.
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