Discover Awesome MCP Servers

MCP + openGauss

openGauss 数据库的 MCP 服务器及其工具

kiwoom-mcp

A Model Context Protocol server that wraps the Kiwoom Securities REST API to provide read-only access to Korean stock market information. It enables LLMs to query real-time prices, charts, investor trends, and account balances directly.

Quick Chart MCP Server

一个模型上下文协议 (MCP) 服务器，提供图表工具，使其可以通过标准化的接口与快速图表进行交互。 此实现基于图表定义，并使用户能够无缝打开快速图表页面。

SoftwareOne Marketplace MCP Server

Provides AI assistants with access to the SoftwareOne Marketplace API, enabling natural language queries of products, orders, and invoices with full RQL support for filtering and searching across 263 API endpoints.

Example Next.js MCP Server

A sample implementation of a Model Context Protocol server using Next.js and the Vercel MCP Adapter, allowing developers to create AI assistants with custom tools and resources.

Git PR MCP Server

An MCP server that enables Git repository operations and GitHub PR workflows, allowing users to manage repositories, create branches, commit changes, and create pull requests through natural language.

jarvis-orb

Persistent 4-tier AI memory (episodic, semantic, project, procedural) with temporal scoring, contradiction detection, entity tracking, and real-time desktop visualization orb.

Database MCP Server

Enables AI assistants to interact with MySQL databases through natural language for schema introspection, safe SQL execution, and full CRUD operations. It provides built-in tools for managing users, products, and orders while ensuring security through parameterized queries and read-only SQL checks.

cite-finance

Returns verified financial data (SEC EDGAR & FRED) with machine-readable citations. Guaranteed zero hallucinations for AI agents.

portfolio-mcp

A portfolio analysis MCP server that enables AI agents to manage investment portfolios, fetch financial data from Yahoo Finance and CoinGecko, and perform advanced analysis like weight optimization and Monte Carlo simulations. It utilizes reference-based caching to efficiently handle large datasets without bloating the LLM's context window.

DevHelm MCP Server

A public, stateless MCP server designed to demonstrate recording, replaying, and verifying MCP interactions via mcp-recorder. It offers utility tools for tasks such as math operations, text summarization, and service status lookups.

GitHub MCP Server

A Model Context Protocol server that provides Git version control operations as structured tools for AI coding agents. It enables LLMs to programmatically manage repositories through actions like committing changes, rolling back code, and comparing diffs.

kiwoom-mcp

An MCP server that enables natural language control of Kiwoom Securities accounts through Claude Desktop. It provides tools for stock price lookup, buying and selling stocks, and analyzing portfolios or trade history via the Kiwoom REST API.

SQL Server Express MCP Server

通过自然语言 MCP 命令，促进与 Microsoft SQL Server Express 的交互，支持数据库操作，例如查询、表管理和模式检查。

NotebookLM MCP Server

Enables AI agents to query and interact with Google NotebookLM notebooks to retrieve citation-backed information. It provides tools for listing notebooks, accessing source data, and asking natural language questions.

MCP Server Boilerplate

A basic TypeScript starter template for building Model Context Protocol (MCP) servers with example function implementation and development tooling.

Gangtise Ultra MCP Server

Provides standardized access to Hong Kong stock market data and professional research reports, including broker insights and company notices. It enables intelligent searching, batch queries, and preset analysis templates for market sentiment and investment logic.

Hermes Search MCP Server

Enables AI systems to perform full-text and semantic search operations over structured/unstructured data in Azure Cognitive Search, with capabilities for document indexing and management through natural language.

Basic MCP Server

A minimal demonstration server showcasing MCP protocol capabilities including tools, resources, and prompts with basic examples like hello world functionality.

Velero MCP Server

Provides read-only access to Velero backup and schedule resources in Kubernetes clusters, enabling AI agents to inspect backups, schedules, and generate Velero YAML manifests safely without write permissions.

Skills MCP

Transform any AI agent into a domain expert by giving it access to modular, reusable skills through the Model Context Protocol. Brings Claude's Skills format to any MCP-compatible agent, allowing you to create skills once and use them everywhere.

Dev Advisor MCP Server

Analyzes JavaScript/TypeScript projects for code modernization opportunities, checks browser compatibility via Can I Use, searches MDN documentation, and recommends modern Web API alternatives to reduce bundle size and improve performance.

Fetch Server

提供以各种格式（包括 HTML、JSON、纯文本和 Markdown）获取 Web 内容的功能，并支持自定义标头。

Canvas MCP Server

Connects Claude Desktop to Canvas LMS to monitor academic activities like assignments, announcements, and upcoming deadlines. It enables users to track courses and pending tasks through a unified interface using the Canvas REST API.

Atrax

聚合多个 MCP 服务器并将它们呈现为统一接口的代理，允许客户端透明地访问来自多个服务器的资源。

Template MCP Server

A production-ready foundation template for building Model Context Protocol (MCP) servers with FastAPI, featuring modular tools, comprehensive testing, and OpenShift deployment configurations. Includes automated transformation scripts to create custom domain-specific MCP servers.

MCP Agent Server

An open-source "brain" for AI employees that enables users to create, manage, and improve persistent AI agents with their own memory and learning capabilities.

@slorenzot/mcp-azure

An MCP server for Azure DevOps that allows users to manage work items, sprints, iterations, and attachments. It supports custom WIQL queries and includes pre-defined prompts for common tasks like sprint planning, bug reporting, and daily standup generation.