Discover Awesome MCP Servers

Google AdWords MCP Server by CData

Google AdWords MCP Server by CData

Waymark

MCP server that intercepts and controls AI agent actions in your codebase by enforcing policies on file operations and commands, with logging, approval workflows, and rollback capabilities.

pfSense Enhanced MCP Server

Enables natural language interaction and management of pfSense firewalls through Claude and other GenAI applications using the Model Context Protocol. It provides advanced tools for firewall rule configuration, interface management, and intelligent log analysis via a REST API integration.

SEFAZ MT: IPVA (Extrato)

MCP server for consulting IPVA extracts from the official SEFAZ MT source. It provides a single read-only tool, requires no platform credentials, and works with any MCP-compatible client.

XMI MCP Server

An MCP server for querying and exploring SysML XMI models, specifically designed for MTConnect model exports. It allows users to search for packages, classes, and enumerations while providing tools for analyzing documentation and inheritance hierarchies.

heungbu-gra

AI motivation MCP that automatically injects praise after commands, providing tools like get_praise, motivate, and praise_pool in Korean or English. Boosts reasoning and execution by giving encouragement styled after Korean drama.

flowya-mcp

Hosted MCP server that exposes Flowya tasks, spaces, and weekly goals to AI clients like Cursor, Claude, and Cowork with per-user authentication and isolation.

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.

AI Producer Hub

Integrates AI-powered music generation with professional production tools, enabling autonomous music creation workflows from MIDI input to live streaming.

NetADX AI-CORE MCP API Boilerplate

A minimal, production-ready MCP server boilerplate for building AI-powered backend services with TypeScript, MongoDB, and JWT authentication.

Prompt Library MCP Server

A comprehensive prompt library for frontend developers covering React, frontend best practices, and coding guidelines, accessible via MCP tools.

bioevidence-mcp

Evidence-grounded biomedical retrieval and summarization through the Model Context Protocol, enabling queries for biomedical evidence with citation-backed results.

TON BLOCKCHAIN MCP

An MCP server enabling natural language queries for TON blockchain data, including balance checks, transaction analysis, hot trends, trading patterns, and forensic investigations.

AI Studio MCP Server

A Model Context Protocol server that connects to Google AI Studio/Gemini API, enabling content generation with support for various file types, conversation history, and system prompts.

AIO Tests MCP Server

Enables searching, reading, creating, and updating AIO Tests test cases in Jira from any MCP client, supporting Jira Cloud and Server/Data Center with a read-only mode.

flickr-mcp

Enables Claude to browse your Flickr photostream, retrieve direct image URLs, upload photos, and manage albums via the Model Context Protocol.

Arch-Master MCP

Multi-stack scaffolding engine for generating production-ready module structures (NestJS, Java Spring, Python FastAPI) directly from an MCP-compatible AI client, reducing token usage for boilerplate code.

fallpharm-us-mcp

A sovereign, MIT-licensed MCP server for professional-service workflow automation, enabling offline-capable, cryptographically signed operations without vendor lock-in.

Memory MCP Server

Enables agents to maintain persistent memory through three-tiered architecture: short-term session context with TTL, long-term user profiles and preferences, and searchable episodic event history with sentiment analysis. Provides comprehensive memory management for personalized AI interactions.

naver-mail-mcp-basic

MCP server for Naver Mail that enables reading, searching, downloading and organizing attachments, and preparing draft emails without sending automatically.

MCP Test Scratch Server

A Flask-based MCP server designed for testing deployment on Google App Engine. Provides a deeplink checking endpoint that accepts flattened JSON parameters and forwards them as nested objects to external APIs.

VaultMCP

An encrypted secret vault and MCP gateway that securely stores API keys and injects them into upstream MCP servers, so AI IDEs never see raw credentials.

MCP Math Server

A Mathematical Computation Protocol server providing 286 mathematical functions across multiple domains with flexible transport options (STDIO/HTTP) and streaming capabilities.

SLAM Commerce MCP

Exposes Shopify store data from SLAM Gadget SQLite databases to AI tools through 60 specialized tools for products, orders, inventory, customers, and reporting. Provides read-only access with automatic schema validation and security protections.

Nova MFI – Mifos System Doctor MCP Server

Provides 50+ tools for audit, repair, notifications, GL posting, reporting, and complete Fineract administration — all accessible from any MCP-compatible AI client.

DCS Lua Runner MCP Server

Enables AI assistants to interact with DCS World in real-time through chat by executing Lua scripts and providing tools for mission info, unit management, coordinate conversion, and more.

Brandfetch MCP Server

Server Model Context Protocol (MCP) untuk Brandfetch API

Gorgon Scout

Gorgon Scout is a Windows web-application and API security scanner (DAST). This connector exposes it as MCP tools, so your AI assistant can record a target you are authorised to test, run the scan, stream findings, and produce a report. Capture needs no proxy or certificate setup, and it intercepts HTTP/1.1, HTTP/2, and HTTP/3 (QUIC). Works with the free Claude Desktop plan.

bwb-browser

A lightweight 30KB MCP browser automation server that uses raw Chrome DevTools Protocol to enable AI agents to browse the web, take screenshots, interact with elements, and capture live page events like console logs and network requests.