This server acts as a conduit, allowing AI assistants to easily connect with Apollo.io's API. It facilitates tasks such as enhancing information on people and businesses, conducting thorough searches for both, and locating job openings. Built for straightforward API use, the server offers immediate data retrieval, secure login using Apollo.io API keys, and a flexible structure for future expansion, empowering AI assistants to execute Apollo.io functions using everyday language.

This solution provides a local MCP (Model Context Protocol) server for comprehensive, code-driven interaction with Google Sheets. It empowers applications to execute diverse data operations such as data retrieval and modification within defined areas, adding new rows, fetching key spreadsheet information, and generating new sheets. Security is ensured through Google Cloud service account authentication, making it an effective backend for automating Google Sheets processes and connecting with MCP...

This server provides a Model Context Protocol (MCP) gateway, allowing external programs and AI agents to control Outlook email accounts. It simplifies interaction with the Microsoft Graph API, offering a consistent method for email operations like listing, reading, searching, flagging, and deleting, thereby enabling sophisticated automation and integration for inbox management.

This project provides a Node.js framework for the Model Context Protocol (MCP), enabling secure communication between AI models and external services. It features two specialized servers: a File System Server for file operations (read, write, list) and a MongoDB Connector Server for database tasks (find, count, list collections). Both servers offer standardized tools for AI models, managing requests and responses according to MCP specifications to integrate AI with practical system functions.

This project offers a self-generating Model Context Protocol (MCP) server, built to connect with the Zoom API using its OpenAPI definition. It streamlines integration by establishing a uniform communication standard, allowing developers to create dependable applications that work smoothly with Zoom features. The server is adaptable, accommodating different transport types and setup options.

Here are a few ways to rephrase the provided text, focusing on different nuances:

**Option 1 (Concise & Action-Oriented):**

> GraphQL offers a specialized server protocol for model context, enabling intelligent agents and LLMs to effectively engage with GraphQL APIs. It grants AI systems access to the GraphQL schema and provides tools for introspection and query execution, allowing them to dynamically build and run queries for seamless data access and manipulation across GraphQL endpoints.

**...

x-mcp is an AI-driven tool that simplifies managing your X (formerly Twitter) presence. It allows you to interact with tweets, create posts, and engage with content directly through AI interfaces like Claude code and Gemini CLI. Built upon a modified version of a previous project, x-mcp offers advanced capabilities for replying, retweeting, and quote tweeting, making your X experience more efficient.

This application functions as an MCP server, facilitating smooth communication with Google Calendar through the Model Context Protocol. Developed using the FastMCP framework, it provides a solid method for incorporating calendar features into broader applications, offering a code-based way to effectively manage events and calendars. It manages user verification and presents a straightforward API for standard calendar tasks.

This server connects Aseprite, a favored pixel art and animation tool, with AI assistants through the Model Context Protocol (MCP). It enables users to craft and modify pixel art sprites and animations using natural language instructions, simplifying processes for game creators and artists. The system provides access to Aseprite's full range of features, including canvas and layer handling, intricate pixel art methods such as dithering, palette control, and shading, alongside animation managemen...

This Model Context Protocol (MCP) server provides live global flight information via the Amadeus API, intended for smooth integration with AI assistants such as Claude Desktop. It supports extensive features like flight discovery, in-depth airport data, current flight tracking, and airline specifics. The server incorporates strong error management and a clever fallback system, automatically using simulated data if the Amadeus API is down, guaranteeing uninterrupted user service.

This server acts as a Model Context Protocol (MCP) for the Google Ads Transparency Center, enabling users to investigate advertising campaigns across all companies and brands. It allows for detailed inspection of ad visuals, copy, and videos, providing rich analytical data. Integration with AI assistants such as Claude Desktop or Cursor enhances comprehension of competitor advertising and aids in discovering successful campaign tactics, thus offering robust marketing intelligence.

This production-ready Model Context Protocol (MCP) server securely links AI models such as Claude, Gemini, ChatGPT, and Copilot with your Microsoft 365 environment. Developed using Cloudflare Workers, it provides enterprise-level security through OAuth 2.1 + PKCE authentication and dynamic client registration. This allows for direct, remote MCP connections to your email, calendar, Teams, and contacts without requiring any local installations. It simplifies the incorporation of advanced Microsoft...

This SQLite-powered server elevates the database with enterprise-level functionality and AI-centric features. It incorporates 73 tailored tools for sophisticated analytics, JSON manipulation, text analysis, and vector/semantic search. Notable improvements include enforced foreign keys, enhanced PRAGMA commands, secure parameter binding, and smart JSON error detection, positioning it for demanding data management, business intelligence, and AI applications with strong transaction integrity and su...

This utility provides a powerful REST API for streamlined YouTube channel RSS feed retrieval and data extraction. It simplifies YouTube content access by delivering organized information on channels and their recent uploads. Furthermore, it includes MCP endpoints that replicate the capabilities of its REST API, ensuring adaptable integration options.

The Product Hunt server functions as an easily integrated connector, allowing AI assistants, chatbots, and bespoke automations to access Product Hunt information. It facilitates the retrieval of comprehensive data on posts, comments, collections, topics, and users, ideal for incorporating Product Hunt intelligence into AI processes or developing custom applications. Utilize it with common MCP clients such as Claude Desktop or Cursor for effortless integration.

This system acts as an MCP server, enabling AI assistants to securely interact with the Microsoft Graph API. It allows for diverse actions, including retrieving user information, managing Azure AD assets, and executing essential administrative functions. Its adaptable design offers a secure read-only option through device code flow (eliminating the need for client secrets) and a comprehensive app registration mode for full administrative control using client secrets, enabling customized access a...

This initiative offers a complete system for connecting GitHub with intelligent automation. It features a GitHub MCP Server, powered by `fastMCP`, that unlocks extensive GitHub repository control. Complementing this is an MCP Client, built with FastAPI and LangGraph, which coordinates communication between Azure OpenAI models and the GitHub server. Together, they enable users to perform repository management, file modifications, pull request handling, and other actions using plain language, maki...

Lemon Email is a free, adaptable email sending platform for developers and AI. It offers a straightforward API for transactional emails, with a ready-to-use hosted option and a self-installable version. It's built for immediate integration, enabling AI tools, web apps, and personal projects to add email functionality swiftly, with default senders and complete control.

STAC is a server that uses the Model Context Protocol (MCP) to give AI assistants and applications easy access to geospatial data. It connects to SpatioTemporal Asset Catalogs (STAC), allowing users to easily find, explore, and get detailed information about STAC collections and items. By default, it connects to the Microsoft Planetary Computer STAC API, but it can be set up to work with any STAC-compliant catalog, making it possible to perform complex spatial and temporal searches on various ge...

Connect your self-hosted Memos knowledge base to AI agents using a Model Context Protocol (MCP) server. This utility enables AI models to effortlessly access, modify, and query your personal notes via a uniform interface. It serves as a conduit, facilitating AI agents' management and engagement with your information, thus making your personal knowledge accessible for AI operations and bolstering security through in-session API key handling.