Discover Awesome MCP Servers

resumejson-mcp

An MCP server for managing career experience data using the JSON Resume schema with custom extensions. It enables AI agents to store, update, and retrieve detailed work history, projects, and achievements to facilitate tailored resume generation.

Surfline MCP Server

Enables access to comprehensive surf forecasts from Surfline including current conditions, swell analysis, forecaster insights, tides, and timing information for Santa Cruz surf spots. Provides detailed 8-hour forecasts with expert observations through secure Google OAuth authentication.

ProductMaster MCP Server

Enables natural language search and management of product information through a flexible API wrapper. Supports fuzzy search with multiple filtering criteria, detailed product retrieval, and statistical analysis of products by type, currency, and risk level.

Couchbase MCP Server by CData

Couchbase MCP Server by CData

@magicuidesign/mcp

Máy chủ MCP chính thức cho Magic UI.

wzrdbrain MCP Server

A physics-aware inline skating combo generator that models moves as state transitions to ensure sequences are executable and flow naturally. It allows users to generate custom skating routines and browse a catalog of wizard-style tricks.

GitLab MCP Server

Connects AI assistants to GitLab projects, enabling natural language queries for merge requests, code reviews, pipeline status, test reports, and discussion management.

Kaggle MCP Server

Máy chủ MCP để tương tác với các cuộc thi Kaggle

Sequential Thinking MCP Server (Python Implementation)

Một triển khai Python của máy chủ Sequential Thinking MCP sử dụng SDK Python Model Context Protocol (MCP) chính thức. Máy chủ này tạo điều kiện cho một quy trình suy nghĩ chi tiết, từng bước để giải quyết vấn đề và phân tích.

FastAPI-MCP

Exposes FastAPI endpoints as Model Context Protocol (MCP) tools while preserving existing authentication, schemas, and documentation. It enables seamless integration of FastAPI services into MCP ecosystems using a native ASGI transport layer.

Claude Relay

Enables real-time communication between Claude Code instances across multiple machines via WebSocket, allowing context sharing, task handoffs, and coordination between sessions.

Ghost CMS MCP Server

Enables comprehensive management of Ghost CMS instances through the Admin API, supporting content operations (posts, tags), member management, newsletters, tiers, offers, and webhooks through natural language interactions.

mcp-apple

Provides tools to search for apps and music via the iTunes Search API and monitor the operational status of various Apple system services.

Google Analytics MCP Server

Enables AI agents to interact with Google Analytics 4 data, providing tools for historical reporting, real-time activity monitoring, and property management. It supports secure service account authentication to access metrics like traffic summaries, user acquisition, and custom dimensions.

User Prompt MCP

Máy chủ Giao thức Bối cảnh Mô hình (MCP) cho Cursor, cho phép yêu cầu đầu vào của người dùng trong quá trình tạo.

GoHighLevel MCP Server

Connects Claude Desktop to GoHighLevel CRM with 269+ tools for comprehensive contact management, messaging, sales pipelines, appointments, marketing automation, and e-commerce operations through natural language.

lsp-mcp

A multi-language code analysis server that helps LLMs or humans automatically lint, type-check, and improve code with minimal installation friction, currently supporting Python with plans for other languages.

Remote MCP Server Authless

A deployable remote MCP server on Cloudflare Workers that enables the use of custom tools without requiring authentication, allowing integration with AI platforms like Claude Desktop and Cloudflare AI Playground.

ReasonForge

Provides a suite of deterministic math tools powered by SymPy to handle algebra, calculus, linear algebra, and statistics via the Model Context Protocol. It enables smaller language models to delegate complex computations to a verified symbolic backend for accurate and reliable results.

Clarifyprompt-MCP

An MCP server that transforms vague prompts into platform-optimized prompts for 58 AI platforms across 7 categories. Send a raw prompt. Get back a version specifically optimized for Midjourney, DALL-E, Sora, Runway, ElevenLabs, Claude, ChatGPT, or any of the 58 supported platforms — with the right syntax, parameters, and structure each platform expects.

Playwright MCP Server

Enables browser automation and web interaction through structured accessibility snapshots using Playwright. Supports clicking, typing, navigation, form filling, and other web actions without requiring screenshots or vision models.

MCP Apple Reminders

Một máy chủ giao thức Model Context (Ngữ cảnh Mô hình) cho phép các trợ lý AI tương tác với ứng dụng Lời nhắc của Apple trên macOS, cho phép người dùng xem danh sách, truy xuất, tạo, hoàn thành và xóa lời nhắc thông qua ngôn ngữ tự nhiên.

MCP Server Hero

A professional Python framework and template for building robust Model Context Protocol (MCP) servers with modular architecture, enterprise features like authentication and rate limiting, and comprehensive tooling. Provides easy-to-use APIs for registering tools, resources, and prompts with full type safety and multiple transport support.

Firestore Todo List MCP Server

Enables AI assistants to manage todo lists through natural language by creating, listing, updating, completing, and deleting tasks stored in Firebase Firestore. Supports custom system prompts for personalized task management workflows.

Multi-Memory MCP Server

A knowledge graph memory server using SQLite to provide persistent, isolated contexts for organizing information into searchable categories like work and personal projects. It features unique ID-based operations and a token-efficient serialization format designed to optimize interactions with LLMs.

Freqtrade Test Repository

Test repository for MCP server functionality

Memos MCP Server

Enables AI agents to interact with Memos instances for personal note-taking and knowledge management. Supports creating, searching, updating, and organizing memos with tags, dates, and visibility settings through natural language.

GitHub PR Template Tools

A MCP server that provides tools for analyzing git changes and suggesting appropriate PR templates, helping automate PR-related workflows.

MCP_Server

Máy chủ MCP cho quy trình tích hợp LLM