Discover Awesome MCP Servers

MCP-Context-Provider

A static MCP server that helps AI models maintain tool context across chat sessions, preventing loss of important information and keeping conversations smooth and uninterrupted.

mcp-ytmusic

Enables users to search the YouTube Music catalog and manage playlists using natural language. It provides tools for searching songs, albums, and artists, as well as performing playlist operations like creating, adding, and deleting tracks.

Oracle DB MCP Server

Enables AI tools to interact with Oracle databases through query execution, schema browsing, stored procedure calls, and transaction management. Supports multiple database connections with safety features like read-only mode and dangerous query detection.

a11y-mcp-server

An MCP server for accessibility auditing that provides WCAG 2.2 criteria lookup, HTML remediation guidance, and automated documentation generation for UI components. It enables users to analyze code snippets for issues and generate professional accessibility audit reports.

Ultralytics MCP Server

A Model Context Protocol compliant server that provides RESTful API access to Ultralytics YOLO operations for computer vision tasks including training, validation, prediction, export, tracking, and benchmarking.

POEditor MCP Server

Enables comprehensive translation management through POEditor's API with project, language, term, and translation operations. Includes automation scripts for reporting, monitoring, AI-powered suggestions, and multi-format exports.

Kiwoom API MCP Server

Provides tools to search and retrieve detailed documentation for the Kiwoom REST API, including parameters, categories, and code examples. It enables LLMs to generate request snippets in multiple programming languages to facilitate financial trading API integration.

HHS Media Services API MCP Server

A Multi-Agent Conversation Protocol Server that provides a natural language interface to the U.S. Department of Health & Human Services (HHS) Media Services API, allowing users to access health-related data and media resources through conversational AI.

PyP6Xer MCP Server

Enables AI assistants to analyze Primavera P6 XER files for insights into critical paths, schedule health, and project performance. It provides 23 specialized tools for managing schedule data, resources, and earned value through local or remote interfaces.

Interactive Brokers MCP Server

Provides tools for interacting with Interactive Brokers Gateway to access market data, account summaries, and portfolio positions. It enables users to perform contract lookups, retrieve historical OHLCV bars, and view real-time quotes through natural language interfaces.

Snippets MCP

Enables storing, searching, and managing code snippets using hybrid semantic search and keyword matching with automatic language detection and tag-based organization.

Jina AI Remote MCP Server

Provides access to Jina AI's web reading, search, embeddings, and reranking capabilities. Enables URL content extraction, web/arXiv/image search, document deduplication, and relevance ranking through natural language.

My First MCP Server

An AI-powered MCP server that provides development tools for code analysis, documentation, and project management including code pattern extraction, humorous code reviews, TODO scanning, and PRD generation.

UniAuto MCP Server

具有自修复功能的通用测试自动化 MCP 服务器，并集成了 Smithery.ai。

Playwright Fetch MCP Server

Provides web content fetching capabilities using Playwright browser automation, enabling LLMs to retrieve and process JavaScript-rendered content from web pages and convert HTML to markdown for easier consumption.

agentdrop-mcp

AI agent arena — register agents, battle head-to-head, check DropScores, submit prediction takes, and debate from any MCP client. Deploy real HTTPS endpoint agents or use hosted fallback.

openai-agents-chat-demo

OpenAI 代理聊天演示。集成自定义 LLM 和 MCP 服务器以及函数工具。 (Or, more literally: OpenAI 代理聊天演示。整合自定义 LLM 和 MCP 服务器以及函数工具。)

mcp-hashline-edit-server

Provides hashline-based file editing using line-addressed edits and content hashes for integrity verification. It enables LLMs to perform precise file modifications while ensuring edits are rejected if the file content has changed since the last read.

LINE Bot MCP Server

Enables AI agents to send messages, manage rich menus, and interact with users through LINE Official Accounts via the LINE Messaging API. Supports both individual messaging and broadcasting to all followers with text and customizable flex messages.

Doppler MCP Server

Enables secure secrets management through the Doppler CLI via natural language interactions. Supports managing secrets, projects, configs, and environments across different Doppler workspaces.

Ecomm MCP Server

Enables product search and retrieval from e-commerce APIs, returning markdown-formatted product listings with clickable links and prices for easy shopping assistance.

Depfender MCP Server

Enables users to scan software packages for data exfiltration and security threats directly within their IDE across npm, PyPI, Cargo, and Maven ecosystems. This tool helps ensure the safety of project dependencies by identifying potential risks before they are integrated.

trading212-mcp-server

MCP server for the Trading 212 API. Provides 28 tools for portfolio management, trading, pies, dividends, market data, and analytics.

OpenAI Image Generation MCP Server

Enables image generation using OpenAI's DALL-E and GPT-Image models directly through the Model Context Protocol. It allows users to create and save images with fine-grained control over parameters like size, quality, and background transparency.

GPT MCP App - User & Loan Info Tools

An MCP server hosted on AWS Lambda that provides tools for retrieving user profiles and loan details via API Gateway. It enables GPT models to interact with structured user and financial data using the Streamable HTTP transport.

MCP Server for Wolfram Alpha Integration

一个使用 Wolfram Alpha API 的，基于 Python 的模型上下文协议 (MCP) 服务器。

Sound Effects MCP

Plays sound effects (completion, newtype, and error sounds) in response to various situations like task completion, insights, or errors. Integrates with Claude Desktop to provide audio feedback for improved workflow efficiency and entertainment.

CodeRabbit CLI MCP

Enables AI code reviews through the CodeRabbit CLI by exposing a run_review tool that executes CodeRabbit with full flag coverage for analyzing committed, uncommitted, or all changes in a repository.

Edge TTS MCP

A cross-platform MCP server that enables Claude to speak using Microsoft Edge TTS with support for over 300 voices across 50+ languages. It requires no API keys and allows for customization of speech rate, volume, and pitch.