Discover Awesome MCP Servers

LPDP MCP Server

Enables users to query information about LPDP scholarship financial disbursement using RAG with Pinecone vector search and Gemini 2.0 Flash, answering questions about funding components, deadlines, living allowances, and required documents.

SAP SuccessFactors MCP Server by CData

SAP SuccessFactors MCP Server by CData

MCPBrowser

Fetches content from authenticated web pages by driving your signed-in Chrome/Edge browser via DevTools Protocol, automatically handling login redirects and reusing sessions across domains.

Tongyi Wanxiang MCP Server

A TypeScript-based Model Context Protocol server that enables large language models to directly invoke Alibaba Cloud's Tongyi Wanxiang text-to-image generation API.

MCPify

A dynamic proxy that converts OpenAPI Specification (OAS) endpoints into Message Communication Protocol (MCP) tools, allowing AI agents to use existing REST APIs as if they were native MCP tools without manual implementation.

Pharaoh

AI reads your codebase like a book - one page at a time. Pharaoh gives it the index and a map of how every chapter connects.

SEO Audit MCP Server

Provides comprehensive technical SEO auditing tools including page analysis, site crawling, Lighthouse performance testing, and sitemap analysis, with specialized features for job board websites like JobPosting schema validation.

MCP Spreadsheets

Provides comprehensive control over Google Sheets to read, write, format, and manage spreadsheets directly through natural language. It includes extensive tools for data manipulation, conditional formatting, and cell protection, along with integrated PostgreSQL database query capabilities.

Hong Kong Transportation MCP Server

An MCP server providing access to Hong Kong transportation data, including passenger traffic statistics at control points and real-time bus arrival information for KMB and Long Win Bus services.

bigquery-mcp

一个 MCP 服务器，用于帮助 AI 代理检查 BigQuery 仓库的内容。 (Or, more formally:) 一个 MCP 服务器，旨在帮助人工智能代理检查 BigQuery 数据仓库的内容。

oxlint-mcp

An MCP server that integrates the high-performance Oxlint linter into AI-powered editors and development tools. It enables efficient JavaScript and TypeScript code analysis and linting through the Model Context Protocol.

Case Study Generator MCP Server

Processes documents, analyzes GitHub repositories, and researches companies using local Gemma3 AI to extract structured business insights for generating compelling case studies.

SAP Concur MCP Server by CData

This read-only MCP Server allows you to connect to SAP Concur data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

mcp_repo_170d1d13

这是一个由 MCP 服务器的测试脚本为 GitHub 创建的测试仓库。

Azure SQL MCP Server

Connects Microsoft Copilot Studio to Azure SQL Databases, enabling natural language interactions for data querying, record management, and schema inspection. It features 12 specialized tools for performing CRUD operations, executing SQL queries, and generating data visualizations like charts.

MCP Git Commit Generator

Automatically generates conventional commit messages from staged git changes and checks repository status. Analyzes git diffs to create properly formatted commit messages following conventional commit standards.

OCR-MCP

Provides advanced OCR capabilities with multiple state-of-the-art backends (DeepSeek-OCR, Florence-2, DOTS.OCR, PP-OCRv5), supporting document processing, scanner integration, and multi-format output with layout preservation.

Creative Ideation MCP Server

Utilizes the Google Gemini API to generate context-specific categories and diverse options for creative brainstorming. It features a random sampling function to help users bypass predictable AI patterns and discover unexpected, innovative ideas.

prometheus-mcp-server

A TypeScript-based MCP server that enables users to interact with Prometheus metrics using PromQL queries and discovery tools. It allows LLMs to retrieve time-series data, metadata, alerts, and system status directly from a Prometheus instance.

CodeCompass MCP

An enterprise-grade Model Context Protocol server that provides comprehensive GitHub repository analysis and AI-powered development assistance through 11 streamlined tools.

Basic MCP Server

A minimal Model Context Protocol server template demonstrating basic implementation of tools, resources, and prompts. Serves as a starting point for building custom MCP servers with the Smithery SDK.

MCP Troubleshooter

A specialized diagnostic framework that enables AI models to self-diagnose and fix MCP-related issues by analyzing logs, validating configurations, testing connections, and implementing solutions.

Amazon MCP Server

Enables users to search for products, retrieve details, and manage their shopping cart on Amazon through the MCP framework. It also supports viewing order history and provides a demonstration of ordering capabilities within AI interfaces.

MSTP-MCP

MSTP writing style MCP server for all.

Withings MCP Client

Enables retrieval of health data from Withings smart scales including weight measurements and comprehensive body composition metrics like fat mass, muscle mass, and hydration levels. Supports multiple users, unit preferences, and OAuth authentication for secure access to personal health data.

LibSQL Memory

一个高性能的 MCP 服务器，利用 libSQL 实现持久内存和向量搜索功能，从而实现高效的实体管理和语义知识存储。

MCP Gateway

A production-ready unified entry point for AI agents that implements the Model Context Protocol (MCP). It provides a secure gateway with rate limiting, authentication, and observability for managing and proxying requests to multiple downstream APIs.

Apple Calendar MCP Server

Provides Claude with full access to Apple Calendar on macOS for event management, smart scheduling, and schedule analytics. It enables natural language event creation, conflict detection, and template-based scheduling through AppleScript integration.

Weather MCP Server

Provides current weather information for any city worldwide using the free Open-Meteo API, enabling users to query temperature, wind speed, humidity, and weather conditions through natural language.