Discover Awesome MCP Servers

Laravel 12 Docs MCP Server

A Model Context Protocol server that provides AI assistants and language models with access to Laravel 12 documentation, allowing them to list, read, and search through documentation files.

Zenrus MCP

Provides real-time currency exchange rates for USD and EUR against the Russian Ruble, along with Brent crude oil prices sourced from zenrus.ru. It includes tools for fetching live financial data and calculating oil purchasing power based on current market rates.

IDA-MCP

Enables interaction with multiple IDA Pro instances through MCP, allowing users to list functions, search instances, and manage reverse engineering analysis across different binary files. Supports multi-instance coordination with automatic discovery and tool forwarding between IDA Pro sessions.

korean-agriculture-mcp

MCP server for Korean agricultural wholesale market real-time auction data from 32+ markets with 63K+ daily records via data.go.kr public API.

MCP Math Calculator Server

Enables basic mathematical operations through MCP protocol with add and multiply tools. Built with fastmcp 2.0 and optimized for serverless deployment on Vercel.

CtrlTest MCP Server

Enables control system analysis and testing through PID controller evaluation against second-order plants. Provides regression testing utilities with step response analysis, gust rejection metrics, and settling time calculations for control engineering applications.

SpiderFoot MCP Server

Enables interaction with SpiderFoot's OSINT scanning capabilities through Claude and other MCP-compatible tools. Supports comprehensive scan management, real-time monitoring, result retrieval, and export functionality for reconnaissance and investigation workflows.

Dumpling AI MCP Server

Integrates with Dumpling AI to provide data scraping, content processing, knowledge management, and code execution capabilities through tools for web interactions, document handling, and AI services.

Wave Accounting MCP Server

Integrates Claude with Wave Accounting to automate expense tracking and income transaction creation from receipts and payment data.

MCP HTTP Fetcher Server

Fetches web pages from HTTP/HTTPS URLs and converts them to Markdown format. Supports both SSE and Stdio protocols for web deployments, Kubernetes environments, and desktop clients.

Internal Data MCP Server

Exposes internal employee directories and project management systems to AI models through standardized tools and resources. It enables AI assistants to search for team members, query project statuses, and explore organizational hierarchies with secure role-based access control.

GitHub Repository Analyzer

使大型语言模型能够实时分析 GitHub 仓库，提供用于检索仓库信息、分析问题、访问文档和可视化活动等工具。

むらっけ MPC Server

一个简易地再现了宝可梦特性“飘飘然”的 MPC Server

PubChem Chemical Safety MCP Server

Enables users to retrieve chemical safety information including compound properties, GHS safety classifications, and toxicity data from PubChem database using compound names or CIDs. Supports batch queries with caching for efficient chemical safety research and analysis.

KVM MCP Server

A JSON-RPC server that simplifies managing KVM virtual machines by providing a centralized interface for VM lifecycle, networking, storage, and display management tasks.

Manim MCP Server

Enables compilation and serving of Manim animations through natural language. Supports compiling Manim Python code into videos and downloading the generated animations with secure authentication.

Dataproc Metastore API MCP Server

An MCP (Multi-Agent Conversation Protocol) Server that provides access to Google Cloud's Dataproc Metastore API, enabling AI agents to manage and interact with Hive metastore services through natural language.

Vincent Says MCP Server

Enables users to ask questions to a persona named Vincent and get yes/no answers or personalized responses in Vincent's style. Provides a tool to simulate how Vincent would respond to various statements or questions.

MCP Server for OpenHAB

Server that connects MCP (Multi-Capability Platform) with OpenHAB REST API, allowing MCP to interact with OpenHAB items through operations like getItemState and sendCommand.

XMCP Application

A server that leverages the XMCP framework to discover and execute tools from the src/tools directory, supporting both SSE and STDIO transport methods for interaction.

Jules MCP Server

Enables orchestration of multiple Jules AI workers for tasks like code generation, bug fixing, and review using the Google Jules API. It features git integration, a shared memory system, and real-time activity monitoring for complex, multi-agent development workflows.

Image Analyzer MCP Server

Enables local image analysis using Ollama AI models with complete privacy protection. Supports image content analysis, OCR text extraction, UI design analysis, and batch processing without requiring API keys or uploading data.

MCP Server for cli-kintone

这是一个实验性的代码仓库，其验证的初衷是：是否可以将 cli-kintone 改造成 MCP (模型上下文协议) 服务器。

AWS MCP Server

A Model Context Protocol server allowing Claude AI to interact with AWS resources through natural language, enabling users to query and manage AWS services without using the traditional AWS Console or CLI.

MCP MCPO Demo Server

A demonstration MCP server that provides basic utility tools including hello world functionality and string reversal operations. Shows how to build and deploy MCP tools using the MCPO orchestrator framework.

Docker Explorer

A Model Context Protocol server that provides tools for interacting with Docker images, containers, and registries, enabling AI assistants to search, analyze, and manage Docker resources through a standardized interface.

Metabase MCP Server

Connects Metabase business intelligence platform to AI assistants, enabling users to query data, create dashboards and charts, manage databases, and interact with BI assets using natural language through the Model Context Protocol.

Google OCR

这是一个服务器实现，用于使用 Google Cloud Vision API 执行光学字符识别 (OCR)。它构建于 FastMCP 框架之上，该框架允许创建模块化和可扩展的命令处理工具。