Agent skills

Skills matching “mcp”

Read straight from the source repositories, not from submitted listings. Every skill shows what it does, what is inside, where it came from — and whether attention around its source is actually growing.

Toolclaude-code 29,140codex 4,755cursor 3,111copilot 976windsurf 55cline 34
CategoryWorkflow & Productivity 4,979AI & Agents 3,037Data & Analytics 2,345Code Review & Quality 1,376Backend & API 1,244Security 1,194Design & Presentation 1,154Documentation 965Content & Marketing 916Testing & QA 777DevOps & Cloud 576Databases 550Frontend 469Business & Finance 328Media & Video 257Other 9,833
147 found
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fastmcpFastMCP TypeScript framework patterns for MCP servers. Auto-loads when building MCP servers, creating tools/resources/prompts…majiayu000fastmcpFastMCP is a Python framework for building Model Context Protocol (MCP) servers that expose tools, resources, and prompts to…majiayu000fastmcp-patternsFastMCP server patterns for building MCP servers. Use when implementing MCP tools, resources, or server configuration.majiayu000writesfastmcpFastMCP Python framework for MCP servers with tools, resources, storage backends (memory/disk/Redis/DynamoDB). Use for Claude…majiayu000gemini-mcp-integrationExpert guide for Model Context Protocol (MCP) integration with Gemini CLI. Covers MCP server configuration (HTTP, SSE, Stdio)…majiayu000langchain4j-mcp-server-patternsProvides LangChain4j patterns for implementing MCP (Model Context Protocol) servers, creating Java AI tools, exposing tool…majiayu000writeslangchain4j-mcp-server-patternsModel Context Protocol (MCP) server implementation patterns with LangChain4j. Use when building MCP servers to extend AI…majiayu000writesllm-mcp-builder-devGuide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through…majiayu000managing-mcpsCreates, analyzes, updates, and evaluates Model Context Protocol (MCP) servers including architecture assessment, security…majiayu000mcp-app-builderGuide developers through creating and updating MCP apps. Covers the full lifecycle: brainstorming ideas against UX guidelines…alpic-aimcp-app-scaffoldingScaffolds MCP App project structure with correct directory layout, dependencies, entry points, and framework-specific templates.…a5c-aiwritesmcp-app-verificationComprehensive verification checklists for MCP Apps. Tests with basic-host reference, validates handler-before-connect, text…a5c-aiwritesmcp-capability-declaratorGenerate MCP capability declarations from tool and resource inventory with proper versioning and feature flags.a5c-aiwritesmcp-create-declarative-agentSkill converted from mcp-create-declarative-agent.prompt.mdmajiayu000mcp-csp-investigationComprehensive Content Security Policy audit for MCP Apps in sandboxed iframes. Discovers all network origins, traces them to…a5c-aiwritesmcp-error-code-mapperMap application errors to MCP error codes with proper messages, error types, and recovery suggestions.a5c-aiwritesmcp-host-styling-integrationIntegrates MCP App UI with host theming system. Applies host CSS variables, handles onhostcontextchanged, safe area insets…a5c-aiwritesmcp-inspector-integrationSet up MCP Inspector for debugging and testing MCP servers with request logging, response inspection, and protocol validation.a5c-aiwritesmcp-local-ragProvides score interpretation (< 0.3 good, > 0.5 skip), query optimization, and source naming for query_documents, ingest_file…majiayu000mcp-masteryComplete MCP tool reference and usage patterns. Load this skill to become an expert in all 80+ GoodVibes MCP tools. Use when you…majiayu000mcp-mock-clientCreate mock MCP client for server testing with request/response simulation.a5c-aiwritesmcp-researchDiscover, profile, and evaluate MCP servers for a given domain or purpose. Use when searching for MCP servers to add to a…majiayu000mcp-researchUse when tasks require current, source-backed technical information from MCP tools. Apply for library/API questions, dependency…majiayu000mcp-resource-uri-designerDesign and implement MCP resource URI schemes and templates with proper naming, hierarchy, and documentation.a5c-aiwritesmcp-sdk-python-bootstrapperBootstrap MCP server with Python SDK, transport configuration, tool/resource handlers, and proper project structure.a5c-aiwritesmcp-sdk-typescript-bootstrapperBootstrap MCP (Model Context Protocol) servers with the official TypeScript SDK. Creates complete server implementations with…a5c-aiwritesmcp-spec-checkerPredicate-level semantic diff for MCP protocol specs. Compares 0618 vs 1125 specs via Narya types, GF(3) evaluators, and…majiayu000mcp-spec-checkerPredicate-level semantic diff for MCP protocol specs. Compares 0618 vs 1125 specs via Narya types, GF(3) evaluators, and…majiayu000mcp-tool-resource-patternImplements the core MCP Apps architectural pattern where a Tool declares _meta.ui.resourceUri referencing a registered Resource.…a5c-aiwritesmcp-tool-schema-generatorGenerate JSON Schema definitions for MCP tool input parameters. Creates well-documented, AI-consumable schemas with proper types…a5c-aiwritesmcp-server-instructionsWrite effective MCP server instructions for tool compaction support. Use when creating or updating the `instructions` parameter…majiayu000mcp-transport-sse-setupConfigure HTTP/SSE transport for web-based MCP servers with proper endpoints, authentication, and CORS.a5c-aiwritesmcp-transport-websocket-setupConfigure WebSocket transport for bidirectional MCP communication with connection management and reconnection handling.a5c-aiwritesminimax-mcp-usageOptimal patterns for MiniMax MCP tools (web_search + understand_image)majiayu000moai-mcp-builderEnterprise MCP (Model Context Protocol) server development using FastMCP 2.0 with production-grade tools, resources, prompts, and…majiayu000writesorchardcore-ai-mcp-clientSkill for configuring CrestApps MCP client connections in Orchard Core. Covers SSE and Stdio transports, authentication, recipes…majiayu000orchardcore-ai-mcpSkill for configuring Model Context Protocol (MCP) in Orchard Core using the CrestApps MCP module. Covers MCP client connections…majiayu000orchardcore-ai-mcp-serverSkill for configuring the CrestApps MCP Server feature in Orchard Core. Covers server authentication, exposing tools, adding MCP…majiayu000pal-mcp-expertExpert guidance for using the Pal MCP Server (zen-pal-nas). This skill should be used when working with multi-model AI…majiayu000rival-search-mcpDeterministic deep research via RivalSearchMCP. 9 tools: 5-engine web search (DuckDuckGo/Bing/Yahoo/Mojeek/Wikipedia), 9-platform…majiayu000script-kit-mcpModel Context Protocol (MCP) implementation for Script Kit. Use when working with MCP server, JSON-RPC 2.0 protocol, kit tools…majiayu000spring-ai-mcp-server-patternsProvides Spring Boot MCP server patterns that create Model Context Protocol servers with Spring AI by defining tool handlers…majiayu000writesspring-ai-mcp-server-patternsModel Context Protocol (MCP) server implementation patterns with Spring AI. Use when building MCP servers to extend AI…majiayu000writessuede-mcp-qaCatch MCP drift before release: skill catalogs, tool and resource schemas, prompts, install paths, JSON-RPC behavior, and docs…JasonColapietrotzurot-council-mcpBest practices for using the Council MCP server in Tzurot v3 development - When to consult external AI, how to structure prompts…majiayu000agent-memory-mcpA hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns…sickn33ai-dev-jobs-mcpSearch 8,400+ AI and ML jobs across 489 companies, inspect listings and employers, match roles, and view salary and market stats…sickn33aws-mcp-setupConfigure AWS MCP servers for documentation search and API access. Use when setting up AWS MCP, configuring AWS documentation…sickn33
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What is an agent skill?

A folder with a SKILL.md inside — instructions, and often scripts and assets, that an AI agent loads when the task matches. Claude Code, Codex, Cursor and Copilot all read the same format, so one skill usually works across them.

Where does this catalog come from?

We read 660 source repositories straight from their file trees rather than from submitted listings — what you see is what is actually published. 98 repositories were rejected because they advertise skills but contain none: link lists, not folders.

Why is there no install counter?

Because install counts live in the registry that serves `npx skills add`, and that is not ours — publishing a number we cannot verify would be worse than showing none. Instead we show where a skill comes from and whether attention around its source is actually growing, measured from our own weekly snapshots.

Do you deduplicate?

Yes, and it matters more than expected. Aggregator repositories republish the same skill in several places — one source carried 6,317 SKILL.md files for 2,001 actual skills. We collapse by folder name and keep the canonical copy, so the catalog counts things, not copies.

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