Discover Awesome MCP Servers

raspi-bash-mcp

Exposes a single tool run_bash for executing arbitrary shell commands on a Raspberry Pi or host, with no security restrictions, using LangChain and Streamable HTTP transport.

minimal-mcp-server

A minimal MCP server implementation designed for learning how to integrate tools like echo, time retrieval, and Japanese Wikipedia search with Claude Desktop. It serves as a foundational template for developing custom server capabilities using the TypeScript MCP SDK.

Destiny Codex

MCP server for querying Destiny 2 game data from Bungie's manifest. Provides tools for item lookup, search, filtering, perk rolls, and relationship traversal.

threatmodel-mcp

Enables AI-powered threat modeling with tools for creating threat models, analyzing security threats, generating security controls, and validating architecture against best practices.

InvoiceXML

InvoiceXML brings e-invoice compliance to your AI agent. Create, validate, convert, render, and extract structured invoices across UBL (Peppol BIS Billing 3.0, used worldwide), CII, Factur-X, ZUGFeRD, and XRechnung, all checked against the EN 16931 standard and official Schematron rules. Ask your assistant to generate a compliant invoice, validate one for errors, or convert between formats, with n

Jina AI Remote MCP Server

Provides access to Jina AI's web tools including URL-to-markdown conversion, web/image/academic search, screenshot capture, document reranking, and semantic deduplication. Works with optional API key for enhanced rate limits and full feature access.

Graph-Tools

Provides tools for AI-powered graph analysis, including relationship extraction, adjacency matrix creation, and network centrality calculations. It enables users to perform complex structural analysis and generate interactive D3.js visualizations from structured data.

Ultimate GSAP Master MCP Server

Enables AI models to generate production-ready, 60fps-optimized GSAP animation code from natural language requests. It provides expert-level tools for creating complex sequences, debugging performance issues, and setting up GSAP within modern web frameworks.

edinet-mcp

Lets AI assistants query normalized financial statements (P/L, B/S, C/F) of 3,634 Japanese listed companies from official EDINET filings, unified across J-GAAP, IFRS, and US GAAP with English keys. Zero setup: npx -y edinet-mcp.

Supabase MCP Server - Self-Hosted Edition

Enables comprehensive management of self-hosted or cloud Supabase instances with 54+ tools for database operations, authentication, storage, real-time subscriptions, migrations, and monitoring through MCP protocol.

Context7 MCP Server

Enables LLM-powered code analysis, generation, debugging, and context management through MCP integration with IDEs like Cursor and Claude Desktop.

STDF MCP Server

Enables LLMs to access, analyze, and extract information from STDF-V4 semiconductor test data files, supporting metadata extraction, parametric analysis, yield calculations, and multi-site test data filtering with CSV/Excel export capabilities.

Business Central MCP Server

Enables MCP clients to access and manage Microsoft Dynamics 365 Business Central entities, such as creating sales orders, via a modern async MCP server.

Predictive Maintenance MCP Server

Enables AI assistants to analyze vibration data, detect machinery faults, and generate professional diagnostic reports through natural conversation.

Agentic AI MCP Server

An MCP server with real AI capabilities (OpenAI/Anthropic) for natural language understanding, multi-step planning, and autonomous task execution, enabling intelligent file analysis, weather-based planning, and more.

AI Survey Creator MCP Server

MCP server for creating AI-moderated interviews and surveys, deployable with shareable links

mathematica-mcp

Enables AI agents to run Mathematica code, control live notebooks, and verify results through natural language.

MCP Server Development Framework

Đây là một framework phát triển chung được thiết kế đặc biệt để phát triển máy chủ MCP cấp doanh nghiệp.

parks-mcp

Enables AI clients to search and browse camping availability across Alberta Parks, BC Parks, and Parks Canada, including front-country and backcountry campgrounds, through a unified set of tools.

GitAgentic MCP Server

Enables AI models like Claude or GPT to interact with a decentralized git network, supporting repository initialization, DID generation, agent spawning, and pull requests.

Security Guard MCP

Enables secure interaction between LLMs and MCP tools by applying zero-trust security controls, including sensitive data masking, file system protection, and policy enforcement.

codemap

MCP server for local-first code intelligence, providing structural code graph, semantic search, and impact analysis to AI agents.

ArXiv Sync MCP Server

Enables AI assistants to search, download, and access arXiv papers with local storage and date filtering via the Model Context Protocol.

1scan - Blockchain Explorer API Gateway & MCP Server

Một cổng API thống nhất để tích hợp nhiều API khám phá blockchain tương tự Etherscan với hỗ trợ Giao thức Ngữ cảnh Mô hình (MCP) cho các trợ lý AI.

Huawei MCP Server

Enables AI assistants to operate Huawei Cloud resources (ECS, OBS, GaussDB, etc.) through conversational workflows via the Model Context Protocol.

desktop-control

Enables GUI automation by capturing screen, controlling mouse/keyboard, and targeting controls via accessibility layer; optionally supports voice commands and synthesis.

PaidSync (Ads analysis & Management)

MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via AI. 210+ tools including account audits, wasted spend detection, and PMax insights.

MCP Server for Alloy Modeling Language

Enables LLM-powered agents to generate, execute, and analyze Alloy modeling language code for software modeling and formal verification. Provides tools to run Alloy models, access documentation and examples, and generate models from system descriptions.

Gorilla MCP

This MCP helps you find your first 100 users on social media channels using Gorilla, a tool designed for founders by founders.