A simple example MCP server built with FastMCP and Python that provides a character counter tool, counting how many times a specific character appears in a given text. Designed as a Python quickstart for Smithery development.
A powerful MCP server enabling AI assistants like Claude and GPT to interact with Home Assistant, controlling lights, climate, automations and more through natural language commands with secure, extensible architecture.
MCP server for collecting Danbooru character data with automatic pagination and storing it in a Turso cloud database. Supports automatic upsert to update existing posts and tracks new versus updated entries.
MCP server implementation for Firebird SQL databases that allows LLMs to access, analyze, and manipulate data securely. Supports SQL queries, schema analysis, database management (backup/restore), performance analysis, and multiple transports including STDIO, SSE, and Streamable HTTP.
MCP server providing autonomous context awareness for development workflows. Continuously learns from codebase patterns and conversations using keyword analysis and relationship graphs to deliver relevant context when needed.
A minimal MCP server exposing a single tool that reverses a given input string. Supports running locally over stdio or as a network service via streamable-http in containers.
MCP server that transforms Apache Airflow REST API operations into natural language tools, enabling intuitive management of Airflow workflows through AI assistants. Supports both Airflow API v1 (2.x) and v2 (3.0+) with dynamic version selection.
Simple Reversi game MCP server with UI that enforces game rules server-side, preventing AI from cheating by handling move validation and board state through the Model Context Protocol
Provides a standardized, feature-rich server interface for comprehensive Gmail API interactions, enabling programmatic email management, sending, and retrieval through a unified Model Context Protocol server.
Provides comprehensive MLB baseball data and statistics through a Model Context Protocol (MCP) interface for AI applications and workflows.
Retrieves real-time cryptocurrency prices, market trends, and historical data from CoinCap API, providing comprehensive crypto market insights through a Model Context Protocol server.
Provides AI agents with a persistent, local reasoning ledger that enables step-by-step thinking, exploration branching, and autonomous cognitive process tracking.
MCP server that generates Veterans Affairs (VA) format visual abstracts from JAMA Network articles and uploads them as GitHub releases. Uses multiple scraping methods (Requests, Selenium) with a PowerPoint template for consistent formatting.
Manages AI-powered learning interactions, handling personalized tutoring, lesson generation, and adaptive learning path creation using Google Gemini 2.0 Flash.
TypeScript MCP server boilerplate project for quickly developing MCP servers using the TypeScript MCP SDK. Includes example implementations of a calculator tool, greeting tool, and server info resource.
MCP server providing tools for checking fire danger levels and applying for open burn permits in Maine. Uses Puppeteer-based web scraping to retrieve real-time fire danger ratings and automate permit applications through Maine's official systems.
MCP server for Microsoft 365 administration, providing tools for identity and security management including conditional access policies, named locations, authentication strengths, cross-tenant access, identity protection, and policy backup. Supports both OAuth and API key authentication with Azure AD integration.
Exposes Blockscout blockchain data (balances, tokens, NFTs, contract metadata) through a context-aware API for AI agents to query and analyze across multiple chains.
An MCP server that allows Claude to consult other AI models for second opinions, supporting 17 AI platforms and 800,000+ models including OpenAI, Gemini, Grok, DeepSeek, and more.
MCP server that transforms technical documentation into AI-ready formats by providing preset URLs for LLM-optimized versions of popular framework and library documentation. Supports combining multiple documentation sources and regularly updates content from official sources.
MCP server that provides AI agents with access to over 8,500 community-curated awesome lists on GitHub and more than 1 million awesome list items. Enables discovery of high-quality, vetted resources for any topic through section search and item retrieval with confidence scoring and token limiting.
MCP server for Oura Ring integration with full OAuth2 authentication flow and sleep data access. Provides tools to retrieve last night's sleep, weekly sleep summaries with average scores, and sleep data for specific dates.
Amazing Marvin MCP Server that connects the Amazing Marvin productivity system with AI assistants for smarter task management, scheduling, and productivity tracking.
Retrieves and provides detailed board game information, user collections, and game recommendations from BoardGameGeek through a standardized Model Context Protocol server.
MCP server providing AI assistants with persistent graph-based memory using Neo4j for storing interconnected knowledge nodes with semantic vector search, graph traversal, project-scoped databases, and temporal metadata tracking
Provides a multi-channel message notification service that enables sending push notifications to various platforms like WeWork, Telegram, Bark, Lark, and Home Assistant via a Model Context Protocol server.
An MCP server for HubSpot CRM integration, enabling AI tools to interact with HubSpot contacts, deals, companies, and marketing automation.
Provides a server interface for searching and managing Descope project users and audit logs through management API interactions.
An MCP server for market sizing analysis (TAM/SAM/SOM), providing AI assistants with structured tools for total addressable market calculations.