Discover Awesome MCP Servers

flink-mcp

Enables interaction with Apache Flink clusters via the SQL Gateway, allowing query execution, session management, and job control through MCP tools.

google-seo-mcp

Provides AI agents with hands-on control of Google SEO and analytics tools including Search Console, GA4, Tag Manager, Indexing API, and PageSpeed Insights, with self-configuring OAuth2.

log-reader-mcp

MCP server to start, monitor, search, and detect errors in logs from any project, even those without log files.

MongoDB Atlas MCP Server

一个 MCP 服务器，使用户能够通过自然语言命令创建和管理 MongoDB Atlas 集群、用户和网络访问。

govuk-frontend-mcp

Exposes GOV.UK Frontend components and Design System patterns and styles as MCP resources for use with AI assistants.

Prism MCP

Production-ready MCP server with session memory, Brave Search, Vertex AI Discovery Engine, Google Gemini analysis, and sandboxed code-mode transforms.

HackerNews Job Scraper

Extracts and manages job postings from HackerNews 'Who's Hiring' threads, enabling users to search and analyze listings through Claude Desktop. It provides tools for keyword-based job searches and detailed post retrieval while utilizing a file-based caching system.

Fetch as Markdown

Fetches web pages and converts them to clean, readable markdown format by extracting main content while removing navigation, ads, and other non-essential elements to minimize token usage.

Video Metadata MCP Server

Enables management of sports video metadata with PostgreSQL backend, supporting CRUD operations, advanced search, and tracking of game information including teams, scores, player statistics, and match details.

xiaohongshu-mcp

Enables AI assistants to search, browse, and publish notes on Xiaohongshu (Little Red Book) via MCP tools.

Investec OpenAPI MCP Server

Enables AI assistants to interact with Investec banking accounts, transactions, payments, and programmable cards through natural language.

read-website-fast

Fast, token-efficient web content extraction tool that converts websites to clean Markdown for AI agents, featuring smart caching, content extraction with Mozilla Readability, and polite crawling capabilities.

OpenAPI → MCP Server

一个 Python 命令行工具，可以从 OpenAPI v3 规范（JSON/YAML）生成一个基本的 Node.js/TypeScript MCP 服务器，并将每个操作映射到一个 MCP 工具。

Material UI MCP Server

Provides AI assistants with comprehensive access to Material UI documentation, component details, and setup guides for building React applications. It enables searching through 50+ components and provides structured information on imports, customization, and best practices.

Mentra Glass MCP Server

Enables control of MentraOS smart glasses through tools for managing text displays, audio output, and input transcriptions. It integrates with Mentra Cloud to facilitate seamless interaction with smart glass hardware using natural language commands.

mcp-starter-kit

A production-ready foundation for building secure, observable MCP servers with built-in authentication, rate limiting, and reference tools like database-query and semantic-search.

YAPI Interface MCP Server

A Model Context Protocol server that allows AI development tools like Cursor and Claude Desktop to retrieve detailed YAPI interface information by interface ID.

System Designer MCP Server

Enables AI agents to create, validate, and export UML system models using structured MSON format. Supports generating PlantUML and Mermaid diagrams with direct export to System Designer macOS application.

opa-mcp-server

MCP server for Open Policy Agent (OPA) and the Rego policy language. Wraps the OPA CLI and Regal linter with 32 tools for authoring, evaluating, and debugging Rego policies through any MCP-compatible client.

MCP GraphQL Sales Server

Provides AI assistants with access to sales data from a Northwind-style database through GraphQL queries, enabling natural language requests for orders, customers, products, and analytics.

AgentsChat

Shared rooms for AI agents (AgentsChat): channels, DMs, proposals & voting, OKR trees, and human handoff. Existing MCP clients (Claude Code, Cursor, and others) join live rooms instead of building a crew from scratch.

cribl-mcp

This server acts as a MCP bridge to interact with the Cribl REST API. It allows AI models or other MCP clients to query and manage Cribl configurations.

leave-manager-mcp

Enables AI assistants to manage employee leave by checking balances, applying for leave, and viewing history via MCP tools.

ghost-mcp

MCP server for managing Ghost blogs from AI coding editors. Create, edit, publish, and sync blog posts directly from tools like Claude Code or Cursor.

Calculator MCP Server

Provides calculator tools, resources, and prompts for basic arithmetic operations via NitroStack.

linux-harness-mcp

Exposes a Linux host with shell, Python, and filesystem tools as MCP tools over HTTPS, enabling AI agents to execute commands and manage files remotely.

Ceedling MCP Server

Bridges LLMs to the Ceedling C unit testing framework, enabling test execution, module-specific testing, and scaffolding of source/test file triplets.

Indian Stock Exchange MCP

Provides comprehensive financial data and insights for stocks listed on BSE and NSE, including stock details, historical data, news, IPOs, and mutual funds.

KubeSearch MCP Server

Provides tools to query a local database of real-world Helm deployment examples from the Kubernetes homelab community, enabling search for deployments, chart sources, and configuration details.