MCP RecipesReady to Serve

A complete MCP server that fetches real-time weather data from Open-Meteo. No API key required — just copy, paste, and serve.

Serves: Weather lookups for AI assistants

An MCP server that gives AI assistants safe, read-only access to SQLite databases. Schema inspection, parameterized queries, and row limits built in.

Serves: Database exploration and analytics via AI

An MCP server that gives AI assistants controlled file system access — read, write, list, and search files within a sandboxed directory.

Serves: File browsing, editing, and search via AI

An MCP server that connects AI assistants to GitHub — list repos, read issues, create PRs, and manage branches through the GitHub API.

Serves: GitHub workflow automation via AI

An MCP server that fetches and extracts content from web pages — HTML parsing, text extraction, and metadata scraping for AI assistants.

Serves: Web research and content extraction via AI

An MCP server that connects AI assistants to Slack — send messages, list channels, read history, and manage conversations.

Serves: Team communication automation via AI

The simplest MCP server recipe — a calculator tool that evaluates math expressions. Perfect starter recipe for learning mcp-framework.

Serves: Math calculations via AI (starter recipe)

An MCP server that transforms, validates, and queries JSON data — jq-style filtering, schema validation, and format conversion for AI assistants.

Serves: JSON data manipulation via AI (starter recipe)

Package and deploy any MCP server in Docker — multi-stage builds, health checks, and production-ready container configuration.

Serves: Production deployment of any MCP server

A full-featured MCP server combining multiple tools, resources, and prompts — the complete mcp-framework showcase.

Serves: Full-featured AI assistant with tools, resources, and prompts