Discover Awesome MCP Servers

codex-mcp

Remote MCP coding bridge that gives ChatGPT/Codex secure local workspace access, including file retrieval, semantic code intelligence, Git, diagnostics, and guarded shell execution.

MCP of MCPs

A meta-server that aggregates multiple MCP servers into a single interface, reducing token usage by 98%+ through progressive tool discovery and direct code execution that processes data between tools without consuming context window space.

FastAPI MCP Server

Wraps a FastAPI application as an MCP server, enabling user and task management operations through Gemini CLI tool calling with full CRUD functionality.

Appointment Scheduler MCP Server

Enables scheduling and managing appointments through a PostgreSQL database, allowing users to create appointments with name, identification, phone number, and date information via natural language interactions.

google-calendar-mcp

A Model Context Protocol server for Google Calendar integration, enabling AI assistants to manage events, check availability, and work with multiple accounts and calendars.

shottr-mcp

An Effect-native MCP server that lets local agents silently capture macOS windows, displays, and exact regions, then produce Shottr-style PNGs with programmable annotations, backgrounds, padding, rounded corners, and shadows.

Weather-MCP-Server

Provides weather intelligence as MCP tools (current weather, forecast, air quality, UV index, alerts) with agentic orchestration, memory, and citation-grounded RAG.

rollout-playbook-mcp

Exposes deployment playbooks as MCP resources and tools, enabling AI assistants to search best practices and generate tailored rollout plans.

mcp-dev-tools

Aggregates GitHub, GitLab, and Figma development tools via MCP, enabling file access, code search, and design inspection. Also supports executing standalone tasks with Claude Code or Codex CLI.

remote-mcp-server-authless

A remote MCP server deployed on Cloudflare Workers without authentication, enabling tool usage via SSE endpoint and connection to AI Playground or Claude Desktop.

comfyui-mcp

Exposes ComfyUI workflows as callable MCP tools, enabling LLMs to run image generation workflows via API.

@career-now/mcp

Enables AI agents to search and explore a large database of tech job listings with filtering options.

MCPAuthFuncapp

A secure Model Context Protocol backend service built on Azure Functions that provides authenticated access to Microsoft Graph API. It leverages Azure Active Directory and APIM to enable secure tool discovery and user context management through the OAuth On-Behalf-Of flow.

classin-mcp-server

MCP server integrating ClassIn API to let AI assistants manage users, courses, classes, cloud storage, live streaming, and LMS with 48 tools.

cangjie-mcp

MCP server for the Cangjie programming language, providing documentation search and LSP-based code intelligence.

real-estate-sustainability-mcp

MCP server for analyzing building sustainability metrics via Excel, PDF, and frameworks like ESG, LEED, BREEAM, DGNB with IFC integration.

desk

Provides multi-agent equity research for US markets with provenance-backed financial data from SEC EDGAR, technicals, macro, and Alpaca paper trading, enforcing risk limits and journaling theses.

CCXT MCP Server: Empowering AI Trading Strategies

Máy chủ CCXT MCP thu hẹp khoảng cách giữa các mô hình AI và giao dịch tiền điện tử bằng cách cung cấp một giao diện tiêu chuẩn thông qua Giao thức Ngữ cảnh Mô hình. Được tạo ra để hỗ trợ các chiến lược giao dịch tự động, công cụ này cho phép các trợ lý AI như Claude và GPT tương tác trực tiếp với hơn 100 sàn giao dịch tiền điện tử mà không yêu cầu người dùng phải viết mã phức tạp.

MoodlIA MCP Server

Enables LLM agents and automation tools to interact with Moodle through a permission-checked MCP endpoint, covering courses, activities, question banks, enrolments, and administrative operations via 240 external functions.

mcp-arcgis-lincolncountync

Lincoln County GIS — Lincoln County, North Carolina open geospatial data (ArcGIS).

google-jules-mcp-server

Unofficial MCP server for Google's Jules AI coding agent that lets AI assistants create and manage asynchronous coding tasks through the Jules API v1alpha.

mcp-a11y-tools

Provides AI agents with web accessibility analysis tools via MCP, enabling checks for alt text, heading hierarchy, color contrast, ARIA validation, and form accessibility.

SharePoint MCP Server

A lightweight MCP server that enables integration with Microsoft SharePoint, allowing clients to interact with documents and folders through the Model Context Protocol.

MCP MAGMA Handbook Server

Provides AI assistants with semantic search access to the MAGMA computational algebra system handbook, enabling natural language queries for documentation, code examples, and explanations of MAGMA syntax and mathematical functions.

Podman MCP Server

Enables AI tools to manage containerized applications through Podman, supporting container lifecycle operations, command execution, log viewing, image management, and resource monitoring. Features automatic network discovery for seamless integration with MCP Discovery Hub.

Academic Research MCP

Unified scholarly search across 60+ academic sources with citation formatting (CMOS 18, SBL 2, APA 7, Turabian 9) and AI-powered research tools.

NitroStack Calculator MCP Server

A calculator-focused MCP server for learning NitroStack fundamentals, providing tools, resources, and prompts for basic arithmetic operations.

THSRC MCP Server

Enables real-time Taiwan High Speed Rail (THSRC) information queries including timetables, station details, train status, and seat availability. Supports multiple languages and integrates with TDX API for up-to-date rail service data.

Smooth Operator Agent Tools

Chào bán MCP tự động hóa Windows * AI Vision (ví dụ: Nhấp theo Mô tả) * Các công cụ Windows UI Automation Tree * Tự động hóa Chrome qua Playwright * Điều khiển chuột * Điều khiển bàn phím * Nhiều công cụ khác (>40 công cụ) Đi kèm với các thư viện client Python/TypeScript/C# và một công cụ Windows Desktop để thử tất cả các công cụ.

mcp-beancount

A read-only MCP server that gives AI agents structured access to a Beancount personal finance ledger.