Discover Awesome MCP Servers

mcp_repo_170d1d13

Ini adalah repositori pengujian yang dibuat oleh skrip pengujian MCP Server untuk GitHub.

Location Memory

A private location archive with an MCP server, letting an agent answer questions about your past stays, trips, cities, and travel stats from data in your own Postgres.

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.

Nepse API MCP Server

Provides structured access to Nepal Stock Exchange market data through the Model Context Protocol, enabling AI integration for querying real-time stock data and market analysis.

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.

memoo-mcp

MCP server for Memoo knowledge graph RAG, enabling search, Q&A, graph traversal, and episode management via the Memoo REST API.

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.

MCP-USV

A comprehensive MCP server for university faculty administration, enabling management of students, faculty, courses, grades, and documents with AI-powered chat and multiple access patterns.

swing-mcp

Enables interaction with Java Swing applications through MCP, allowing launching, attaching, taking snapshots, clicking, filling forms, and other UI automation via natural language.

diff-checker

Enables AI agents to compare two texts line-by-line and receive a structured diff with additions, deletions, unchanged lines, and summary statistics, paid per call via x402 micropayments.

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.

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.

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.

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.

bioevidence-mcp

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

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.

Brandfetch MCP Server

Server Model Context Protocol (MCP) untuk Brandfetch API

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.

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.

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.