Discover Awesome MCP Servers

GodotIQ

Intelligent MCP server for AI-assisted Godot 4 development with spatial intelligence, code analysis, and 35 tools

QR for Agent

Dynamic QR code platform for AI agents. Create, customize, and track QR codes without regenerating images. 37 tools covering 11 QR types (URL, vCard, WiFi, event…).

Semiconductor Component RAG Search

Enables semantic search and question-answering over semiconductor component data stored in Excel files using ChromaDB vector database and HuggingFace language models through a RAG pipeline.

LexGuard MCP

Enables AI to search and retrieve South Korean legal information from the National Law Information Center. It allows users to look up specific laws, articles, and detailed legal provisions using natural language queries.

QuantClaw Data

Provides access to a comprehensive financial intelligence platform featuring real-time market data, quantitative models, and alternative data sources. It enables users to perform advanced financial analysis including options analytics, portfolio modeling, and SEC filing research.

Defense MCP

This is a Linux OS hardening tool. Take a fresh install and immediately harden the heck out of it using just your favourite LLM agent and natural language prompts. "Make my system secure" or "Do a full security audit of my system."

AllTrails MCP Server

A Model Context Protocol (MCP) server that provides access to publicly available AllTrails data, allowing you to search for hiking trails and get detailed trail information directly through Claude Desktop.

Ordnance Survey MCP Server

A Python-based MCP server that provides access to Ordnance Survey APIs, allowing querying of geographic data through a standardized protocol with features like collection management, feature search, and spatial filtering.

Documentation MCP Server

Fetches GitHub PR and issue data server-side and combines it with a documentation template, providing formatted context to LLMs for automated documentation generation.

PowerPoint Editor MCP Server

A server that provides PowerPoint presentation creation and editing capabilities through the Model Context Protocol, allowing users to create slides, add text, images, shapes and other content programmatically.

Dameng Database MCP Server

Enables interaction with Dameng databases through natural language or direct SQL operations. Provides a web interface for listing tables, executing queries, and viewing table structures with MCP protocol support for AI model integration.

GPT-MCP Bridge

Enables Claude and other MCP-compatible tools to communicate with OpenAI's GPT models (GPT-5, GPT-5-mini, o3) with conversation history and session management. Features advanced controls like reasoning effort settings, token tracking, and parallel conversation sessions for efficient AI workflows.

claude-mcp-server

Um servidor de Protocolo de Contexto de Modelo que permite que a IA Claude interaja com a API de processamento de pagamentos da Paybyrd, possibilitando a criação de links de pagamento, o processamento de reembolsos e a recuperação de informações de pedidos.

GitHub Actions MCP

Connects AI assistants to GitHub Actions workflows to monitor CI/CD pipelines, view run logs, diagnose failures, and optionally trigger or manage workflows with granular permission controls.

SDisk MCP File Manager

A corporate file management system that enables users to upload and activate files through an approval workflow for use within ChatGPT Apps. It utilizes the Model Context Protocol to provide secure access to file metadata and listings via OAuth 2.1 authentication.

mcp-oracle-h

Mandatory human approval gate for autonomous AI agents. Before any critical, irreversible, or financially significant action executes — file deletion, production deployment, financial transaction — the agent calls oracle_validate. A human receives a real-time Telegram notification with full context and taps Approve or Reject. The agent waits for the decision before proceeding.

Gel MCP Server

Enables AI coding agents to interact with Gel databases by executing queries, testing changes in transactions, and accessing code examples and rules for advanced workflows.

MCP-FEISHU

Um servidor de plano de controle de microsserviços que busca informações da API do Feishu OpenAPI e as fornece ao Windsurf IDE, permitindo uma integração e gerenciamento perfeitos de APIs dentro do seu ambiente de desenvolvimento.

Website Generator

Website Generator

agent-team-mcp

A reusable AI software development team built on MCP. 13 specialized agents (Project Manager, Backend, Frontend, QA, Security, DevOps, UX, and more) collaborate via shared SQLite state. Exposes 44 MCP tools across 12 domains. All discussions and decisions are stored in the database so agents get back up to speed immediately when re-loaded.

HowRisky MCP Server

Enables institutional-grade Monte Carlo risk analysis for portfolios, startups, real estate, and betting strategies using fat-tail distributions and proprietary algorithms. Provides comprehensive risk metrics including CVaR, VaR, ruin probability, and survival probability across multiple asset classes.

Cowsay MCP Server

Enables language models to generate fun ASCII art featuring cows and other characters saying or thinking custom messages. Provides access to various cow characters including dragons, penguins, and skeletons for creative text art generation.

Playwright MCP

A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without needing screenshots or visually-tuned models.

Figma MCP Server

A server that converts Figma designs into pseudo-code structures optimized for LLMs to understand design context, allowing easy extraction of visual elements and code-like representations from Figma files.

Futarchy MCP Server

A server implementation that enables interaction with the Futarchy protocol on Solana, allowing users to manage DAOs and proposals through both API endpoints and Cursor's chat interface.

Account and Transaction MCP Server

An MCP Server that provides a conversational interface to the UK Open Banking account information API, allowing agents to interact with bank account data through natural language commands.

MCP Connector for Sam's Club

Provides tools for searching Sam's Club products, locating warehouse clubs, and accessing membership information using realistic mock data. It enables AI assistants to interact with product catalogs and store services for development and testing purposes.

TogoMCP

Executes SPARQL queries against biological and biomedical RDF databases from the RDF Portal, with additional REST API integrations for bioinformatics resources.

CallCenter.js MCP

Enables AI assistants to make real phone calls on your behalf using VoIP, handling conversations automatically through OpenAI's Real-Time Voice API. Simply tell Claude what you want to accomplish and it will call and manage the entire conversation for you.

COA Goldfish MCP

A lightweight short-term memory MCP server that automatically stores and recalls working context, session state, and task progress for AI agents. Memories auto-expire after 24 hours and integrate seamlessly with workspace-aware storage across multiple projects.