GitMCP is a free, open-source remote Model Context Protocol (MCP) server that transforms any GitHub project into a documentation hub, enabling AI tools to access up-to-date documentation and code directly from the source to eliminate "code hallucinations."

ifly-spark-agent-mcp is a Python project designed to invoke task chains on the iFlytek SparkAgent platform through an MCP (Multi-Cloud Platform) server. It serves as a bridge for external systems to interact with the iFlytek SparkAgent ecosystem and trigger tasks.

ifly-workflow-mcp-server is a simple implementation of a Model Context Protocol (MCP) server designed to integrate with iFlytek workflows. It allows LLM applications to call and manage iFlytek workflows, providing a standardized framework for accessing external data sources and tools.

RedNote-MCP is an MCP server designed to access content from RedNote (XiaoHongShu, xhs), a popular Chinese social media and e-commerce platform. It enables programmatic interaction with RedNote for data retrieval and automation.

mcp-searxng is an MCP (Model Context Protocol) server that integrates with SearXNG to provide web search capabilities for AI models and applications.

mcp-snowflake-server is a Model Context Protocol (MCP) server that enables Language Models (LLMs) to interact with Snowflake databases, allowing for secure and controlled data operations.

A Model Context Protocol (MCP) server that enables AI assistants to securely interact with Odoo ERP systems through standardized resources and tools for data retrieval and manipulation.

mcp-server-aoai-dalle3 is an MCP server that integrates with Azure OpenAI's DALL-E 3 service. It allows MCP clients to generate images from text prompts with customizable parameters.

valkey-ai-tasks is a task management system built with Go and Valkey, designed to integrate seamlessly with agentic AI tools via the Model Context Protocol (MCP). It enables AI agents to create, manage, and track tasks within plans, leveraging Valkey for data persistence.

A local server providing a simplified interface to the Smartlead API for AI assistants and automation tools.

helm-chart-cli-mcp serves as a bridge between AI assistants and the Helm package manager for Kubernetes. It enables AI assistants to manage Helm charts and releases through natural language requests, simplifying Kubernetes deployments and operations.

MikroTik MCP provides a bridge between AI assistants and MikroTik RouterOS devices, allowing AI assistants to interact with MikroTik routers through natural language requests.

mcp-server-ticketmaster is a Model Context Protocol (MCP) server that enables searching for events, venues, and attractions through the Ticketmaster Discovery API.

descope-mcp-server-stdio is a Model Context Protocol (MCP) server that integrates Descope's Management APIs with applications like Claude Desktop. It enables users to manage user data and audit logs directly from their desktop environment.

A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases for AI applications.

Provides AI assistants with real‑time weather conditions, forecasts, historical data, alerts, air‑quality metrics, astronomy information, location search, timezone details, and sports event schedules via a FastAPI‑based MCP endpoint.

A Model Context Protocol (MCP) server written in Python for natural language interaction with the TON blockchain.

A Model Context Protocol (MCP) tool for querying Optimade-compatible material databases, fully configurable custom filter presets and provider endpoints.

aranet4-mcp-server is a Multi-Client Protocol (MCP) server for managing your Aranet4 CO2 sensor. It fetches, stores, and allows querying of historical CO2 data, integrating seamlessly with MCP clients for enhanced monitoring and analysis.

A sample MCP server for VolcEngine TOS that flexibly gets objects from TOS.

A Model Context Protocol (MCP) server that provides a tool for scraping webpages and converting them to markdown format using Puppeteer, Readability, and Turndown, with AI-driven interaction capabilities.

Minima is an open-source, on-premises conversational RAG (Retrieval Augmented Generation) system that allows users to query local documents using various LLMs like ChatGPT, Anthropic Claude, or fully local models via Ollama.

dodopayments-node is the official TypeScript library for secure and convenient access to the Dodo Payments REST API. It simplifies the integration of payment operations into applications, enabling systems like AI agents to perform payment-related tasks.

Provides fast GraphQL‑based access to LeetCode problems, user profiles, and contest information for AI assistants.

pulumi-mcp-server is an MCP (Model Context Protocol) server designed to interact with the Pulumi API, enabling the creation and listing of Pulumi Stacks.

airtable-mcp-server is a Model Context Protocol (MCP) server that enables AI systems, specifically Large Language Models (LLMs), to interact with Airtable databases. It provides comprehensive read and write access to Airtable bases, allowing LLMs to manage data and schema programmatically.

caldav-mcp is a CalDAV client that enables AI assistants to manage calendar events. It exposes calendar operations as tools, allowing AI to create and list events.

imap-mcp is an IMAP Model Context Protocol (MCP) server that exposes IMAP operations as tools for AI assistants. It allows AI models to interact with email servers, specifically for creating draft emails.

The mcp-amadeus is a community-developed Model Context Protocol (MCP) server that integrates with the Amadeus Flight Offers Search API. It enables AI assistants to access and retrieve detailed flight options through natural language queries.

A streamlined Model Context Protocol (MCP) server for author disambiguation and academic research using the OpenAlex.org API, specifically designed for AI agents with optimized data structures and enhanced functionality.

MCP GraphQL is a Model Context Protocol (MCP) server that bridges GraphQL APIs, automatically exposing each GraphQL query as a separate MCP tool. It simplifies the integration of GraphQL services with MCP-compatible clients, enabling seamless communication and consumption of GraphQL APIs.

An MCP Server for interacting with Reaper projects, enabling AI models like Claude Desktop to understand and answer questions about your digital audio workstation projects.