One search for your own team's files and the public ecosystem. See how real projects write their agent instructions, and bring the good ideas home.
mcp-useSkillmcp-use/mcp-use/skills/chatgpt-app-builder/SKILL.md
Build, modify, debug, migrate, review, or verify TypeScript MCP servers and MCP Apps with mcp-use. Use for tools, resources, prompts, middleware, Views, authentication, Skills over MCP, scaffolding, and advanced features.
mcp-useSkillmcp-use/mcp-use/skills/mcp-apps-builder/SKILL.md
Build, modify, debug, migrate, review, or verify TypeScript MCP servers and MCP Apps with mcp-use. Use for tools, resources, prompts, middleware, Views, authentication, Skills over MCP, scaffolding, and advanced features.
AnthropicSkillanthropics/skills/skills/mcp-builder/SKILL.md
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
ComposioHQSkillComposioHQ/awesome-claude-skills/mcp-builder/SKILL.md
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
diegosouzapwSkilldiegosouzapw/OmniRoute/skills/cli-mcp/SKILL.md
Inspect the MCP server status, list registered tools and scopes, run tool invocations, and manage MCP audit logs from the CLI.
MicrosoftSkillmicrosoft/vscode/.github/skills/chat-customizations-editor/SKILL.md
Use when working on the Chat Customizations editor — the management UI for agents, skills, instructions, hooks, prompts, MCP servers, and plugins.
zhaoxuya520Skillzhaoxuya520/reverse-skill/skills/pentest-tools/SKILL.md
主动渗透测试工具链。覆盖信息收集、端口扫描、漏洞扫描、Web 渗透、SQL 注入、目录爆破、密码破解等场景。 通过 MCP server（pentestMCP / mcp-security-hub）将 20+ 安全工具暴露给 AI agent。 触发关键词：渗透测试、端口扫描、Nmap、漏洞扫描、Nuclei、SQL 注入、SQLMap、目录爆破、FFUF、密码破解、Hashcat、信息收集、子域名、Web 渗透、ZAP、Burp。
GitHubSkillgithub/awesome-copilot/skills/tldr-prompt/SKILL.md
Create tldr summaries for GitHub Copilot files (prompts, agents, instructions, collections), MCP servers, or documentation from URLs and queries.
nanocoaiSkillnanocoai/nanoclaw/.claude/skills/add-ollama-tool/SKILL.md
Add Ollama MCP server so the container agent can call local models and optionally manage the Ollama model library.
diegosouzapwSkilldiegosouzapw/OmniRoute/skills/omni-mcp/SKILL.md
Connect to the OmniRoute MCP server (110 tools, 3 transports: SSE/stdio/HTTP). Covers routing, cache, compression, memory, skills, providers, and audit tools across 33 permission scopes.
ruvnetSkillruvnet/RuView/.claude/skills/v3-mcp-optimization/SKILL.md
MCP server optimization and transport layer enhancement for claude-flow v3. Implements connection pooling, load balancing, tool registry optimization, and performance monitoring for sub-100ms response times.
nanocoaiSkillnanocoai/nanoclaw/.claude/skills/add-atomic-chat-tool/SKILL.md
Add Atomic Chat MCP server so the container agent can call local models served by the Atomic Chat desktop app via its OpenAI-compatible API.
MicrosoftSkillmicrosoft/vscode/extensions/copilot/assets/prompts/skills/agent-customization/SKILL.md
**WORKFLOW SKILL** — Create, update, review, fix, or debug VS Code agent customization files (.instructions.md, .prompt.md, .agent.md, SKILL.md, copilot-instructions.md, AGENTS.md). USE FOR: saving coding preferences; troubleshooting why instructions/skills/agents are ignored or not invoked; configuring applyTo patterns; defining tool restrictions; creating custom agent modes or specialized workflows; packaging domain knowledge; fixing YAML frontmatter syntax. DO NOT USE FOR: general coding questions (use default agent); runtime debugging or error diagnosis; MCP server configuration (use MCP docs directly); VS Code extension development. INVOKES: file system tools (read/write customization files), ask-questions tool (interview user for requirements), subagents for codebase exploration. FOR SINGLE OPERATIONS: For quick YAML frontmatter fixes or creating a single file from a known pattern, edit the file directly — no skill needed.
ruvnetSkillruvnet/ruflo/.agents/skills/v3-mcp-optimization/SKILL.md
MCP server optimization and transport layer enhancement for claude-flow v3. Implements connection pooling, load balancing, tool registry optimization, and performance monitoring for sub-100ms response times.
AnthropicSkillanthropics/knowledge-work-plugins/partner-built/zoom-plugin/skills/zoom-mcp/SKILL.md
Guidance for the bundled Zoom MCP connectors. Use after routing to an MCP workflow when planning or troubleshooting tool-based access to meetings, recordings, meeting assets, or transcripts. Route Zoom Docs requests to the dedicated Docs MCP server and Whiteboard-specific requests to `zoom-mcp/whiteboard`.
OpenAISkillopenai/skills/skills/.curated/figma/SKILL.md
Use the Figma MCP server to fetch design context, screenshots, variables, and assets from Figma, and to translate Figma nodes into production code. Trigger when a task involves Figma URLs, node IDs, design-to-code implementation, or Figma MCP setup and troubleshooting.
composio-communitySkillcomposio-community/awesome-codex-skills/helium-mcp/SKILL.md
Search real-time news with bias scoring, get live stock/ETF/crypto data with AI analysis, ML options pricing, balanced news synthesis, and meme search via the Helium MCP server.
AnthropicSkillanthropics/knowledge-work-plugins/bio-research/skills/start/SKILL.md
Set up your bio-research environment and explore available tools. Use when first getting oriented with the plugin, checking which literature, drug-discovery, or visualization MCP servers are connected, or surveying available analysis skills before starting a new project.
GoogleSkillgoogle/adk-recipes/core/python/long-horizon-harness/horizon/builtin_skills/bootstrap-google-tools/SKILL.md
Install/auth CLIs the sandbox lacks - `gws` (Drive, Gmail, Sheets, Calendar), `gcloud`, `agents-cli`, `mcp-cli` (MCP servers). Use on "command not found" or before GCP/Workspace/MCP work.
topoteretesSkilltopoteretes/cognee/.claude/skills/cognee-integrations/SKILL.md
Use when the user wants to connect cognee to external services — switching LLM or embedding providers (OpenAI, Azure, Gemini, Anthropic, Ollama, OpenRouter), changing databases (Postgres, PGVector, Neo4j, Neptune, Turso), S3 storage, or the MCP server for IDE integration.
Plain text files in a repository that tell a coding agent how the project works: commands to run, conventions to follow and things to avoid. CLAUDE.md, AGENTS.md, cursor rules and skills are the common kinds.
CLAUDE.md is read by Claude Code. AGENTS.md is an open format that Codex, Cursor and other agents read. Many projects keep one and point the other at it.
A folder with a SKILL.md that describes one capability, such as filling PDFs or reviewing code. The agent loads it only when the task calls for it.
Your agents already can, over MCP, limited to the files you're allowed to read. Searching them from this page is coming.
