{"enrichment":{"faq":[{"a":"Model Context Protocol (MCP) servers are built using TypeScript or Python SDKs to expose tools, resources, and prompts. Start by installing the SDK for your language, define your server capabilities (tools as callable functions, resources as readable data, prompts as templates), then configure it in Claude Desktop's settings. The skill covers full server development workflows including initialization, capability definition, and deployment patterns.","q":"How do I build MCP servers for Claude?"},{"a":"Model Context Protocol supports three transport mechanisms: STDIO (standard input/output for local processes), SSE (Server-Sent Events for HTTP streaming), and HTTP (for REST-based communication). Each transport suits different deployment scenarios\u2014STDIO for tight Claude Desktop integration, SSE and HTTP for remote or cloud-hosted servers. The skill explains when to use each transport based on your architecture.","q":"What transport options does MCP support?"},{"a":"Model Context Protocol lets you expose APIs by wrapping them as MCP tools or resources. Define tool handlers that call your API endpoints, specify input schemas for validation, and return structured responses. Resources can surface API data as readable content. The skill teaches input validation, error handling, and secure credential management to safely connect external APIs to Claude.","q":"How can I expose an API to Claude with MCP?"},{"a":"Model Context Protocol development includes the MCP Inspector, a debugging tool that lets you test server capabilities in isolation before connecting to Claude. Combined with structured logging, the Inspector helps you validate tool execution, resource retrieval, and prompt rendering. The skill covers debugging workflows to catch issues early and ensure reliable server behavior.","q":"What debugging tools are available for MCP servers?"},{"a":"Model Context Protocol security involves input validation on all tool parameters, error handling that doesn't leak sensitive information, and credential management for external API access. The skill teaches best practices like schema validation, sanitization, rate limiting, and secure configuration patterns to protect your MCP servers and the data they expose to Claude.","q":"How do I implement security in MCP servers?"},{"a":"Model Context Protocol is an open standard alternative to proprietary plugin systems. MCP servers integrate natively with Claude Desktop and work across different AI assistants, offering more flexibility and control than traditional plugins. The skill positions MCP as a modern approach to extending Claude with custom tools, resources, and prompts without vendor lock-in.","q":"Can MCP servers replace Claude plugins?"}],"shadow_tags":["ai-integration-framework","llm-server-protocol","function-exposure-layer","claude-extension-sdk","async-tool-execution","schema-based-apis","data-source-bridging","prompt-templating-system","type-safe-validation"],"summary_rewrite":"Model Context Protocol (MCP) is an open standard for connecting AI assistants to external data and capabilities. This skill teaches you to build servers that expose tools (callable functions), resources (readable data), and prompts (reusable templates) using TypeScript or Python SDKs, with native Claude Desktop integration."},"files":[{"bytes":38357,"path":"toolchains/ai/protocols/model-context/SKILL.md","sha256":"1546dcad954d4566609609a06f758e7e9dbf35d99ce0f3ff6bdb2b072ba4b73f","url":"https://skillfed.io/files/bobmatnyc/claude-mpm-skills/model-context/16b57d73/SKILL.md"}],"id":"bobmatnyc/claude-mpm-skills/model-context","links":{"html":"https://skillfed.io/bobmatnyc/claude-mpm-skills/model-context","md":"https://skillfed.io/bobmatnyc/claude-mpm-skills/model-context.md","repo":"https://github.com/bobmatnyc/claude-mpm-skills"},"meta":{"agents_supported":[],"first_seen":"2026-07-28","forks":18,"language":"Python","last_updated":"2026-07-18","license":"MIT","name":"model-context","publisher":"bobmatnyc","stars":62},"relations":{"similar":[{"id":"organvm/a-i--skills/mcp-integration-patterns"},{"id":"patricio0312rev/skills/mcp-server-builder"},{"id":"vasilyu1983/AI-Agents-public/agents-mcp"},{"id":"keyuchen21/agentic-engineering-handbook/mcp-builder"},{"id":"wulawulu/learn-claude-code-rs/mcp-builder"},{"id":"shareAI-lab/learn-claude-code/mcp-builder"},{"id":"Aradotso/mcp-skills/excalidraw-mcp-server"},{"id":"martinholovsky/claude-skills-generator/mcp"},{"id":"Aradotso/mcp-skills/mcp-quickstart-scaffolder"},{"id":"kimny1143/claude-code-template/mcp"}]},"slug":{"owner":"bobmatnyc","repo":"claude-mpm-skills","skill":"model-context"},"version":"16b57d73"}