Discover Awesome MCP Servers

MCP Vulnerability Management System

Một hệ thống toàn diện giúp các tổ chức theo dõi, quản lý và ứng phó hiệu quả với các lỗ hổng bảo mật thông qua các tính năng như theo dõi lỗ hổng, quản lý người dùng, phiếu hỗ trợ, quản lý khóa API và quản lý chứng chỉ SSL.

How-To-Cook

An AI recipe recommendation server based on the MCP protocol, providing functions such as recipe query, classification filtering, intelligent dietary planning, and daily menu recommendation.

Google Cloud DNS API MCP Server

Auto-generated MCP server that enables interaction with Google's Cloud DNS API for managing DNS zones and records through natural language.

rustchain-mcp

Enables querying and interacting with the RustChain blockchain from Claude Code or any MCP-compatible client, including balance checks, miners, epoch info, health, and transfers.

self-host-fusion360-MCP

A self-hosted MCP server that lets Claude (or any MCP client) drive Autodesk Fusion 360 on your own machine.

Redmine MCP Server

Enables AI assistants to manage Redmine issues, projects, time tracking, wiki, and files via the MCP protocol.

lpxpoly-mcp

Description: AI-powered Polymarket prediction market analysis via Bitcoin Lightning. Get edge opportunities, analyze specific markets, and find ranked signals. Pay per analysis in sats.

mcp-jp-fts

Enables Japanese full-text search on local text files using SQLite FTS5 and SudachiPy. Supports indexing directories, searching with morphological analysis, and retrieving ranked results with snippets.

Shield IA

Automated security audit assistant for GitHub repositories that detects static vulnerabilities (leaked credentials, vulnerable dependencies, bad Docker practices, excessive GitHub Actions permissions), calculates a security score, and provides risk explanations and mitigation recommendations via Cohere.

zotero-mcp

MCP server that connects AI assistants to your Zotero library, enabling full-text PDF extraction and metadata search.

ScreenshotOne MCP Server

A simple implementation of an MCP server for the ScreenshotOne API

RepoPilot MCP Server

Enables interaction with indexed Python repositories through MCP tools for repository map, symbol search, file reading, and reference lookup.

FinanceMCP

Professional financial data MCP server integrating Tushare API, providing real-time financial data and technical indicators analysis for stocks, indices, funds, bonds, and cryptocurrencies across multiple markets (A-share, US, HK, crypto).

mcp-server-python

Gương của

mcp-cloudwatch-explorer

Enables AI agents to query AWS CloudWatch metrics, alarms, and logs read-only via MCP, providing rapid health snapshots and triage without console navigation.

RAG-Anything MCP Server

An MCP server for document parsing, ingestion, query (including multimodal), and lightweight knowledge graph inspection, enabling RAG workflows via the Model Context Protocol.

bookstack-mcp

HTTP MCP server enabling LLMs to search, create, read, update, and delete BookStack entities (books, chapters, pages, shelves) using API tokens.

Currency MCP Agent

Local service for currency rates and conversion using MCP and agent layer. Accepts user requests, selects appropriate tool, and returns structured responses.

Charlotte-Mecklenburg MCP Server

An MCP server that exposes Charlotte, NC and Mecklenburg County open data as tools for an LLM agent, enabling queries about trash pickup, parcels, zoning, crime, and more by geocoding addresses and querying live ArcGIS layers.

Delia

Routes AI tasks to appropriate local LLM models (quick, coder, MoE, thinking) with automatic model selection, multi-backend support (Ollama, llama.cpp, Gemini), and parallel processing capabilities.

aikstockdata

MCP server for Korean stock market data (KOSPI/KOSDAQ) and DART disclosures, providing tools to get today's market summary, search stocks, retrieve quotes, rankings, and data URLs. No authentication required.

Form.io MCP Server

Enables AI assistants to interact with Form.io's API to create, read, update, and manage forms using natural language. Includes safety guardrails to protect existing forms and supports real-time form previews.

Gemini Image MCP Server

Enables image generation and editing using Google Gemini AI with support for multiple aspect ratios, context images, custom styles, and watermark overlays. Optimized for creating social media content with automatic file saving and flexible output configuration.

Python MCP Sandbox

An interactive Python code execution environment that allows users and LLMs to safely execute Python code and install packages in isolated Docker containers.

Kokkai Minutes MCP Agent

Provides a structured interface to the Japanese National Diet Library's parliamentary proceedings API, allowing AI models to search and retrieve Diet meeting records and speeches.

Loki MCP Server

Enables AI models to query and analyze Kubernetes cluster logs through Grafana Loki, supporting semantic operations like error aggregation and pod restart detection. It provides tools for regex-based log searching and namespace discovery to facilitate natural language troubleshooting.

defcon-mcp-server

Enables AI tools to play the game DEFCON by providing tools to communicate with the game, analyze game state, and issue commands such as placing structures, moving fleets, and launching nukes.

Weavatrix

Provides a dependency graph of any local repository with tools for change impact, transitive dependents, health audits, and more, enabling AI coding agents to see structure and refactor safely.

Thunderbird MCP

Enables AI agents to control Thunderbird directly, including mail, folders, contacts, calendar, filters, and settings, through its own internals.

FiftyOne MCP Server

Enables AI assistants to explore computer vision datasets, execute operators, and build workflows through natural language using FiftyOne's operator framework with 80+ built-in operators and plugin management capabilities.