Discover Awesome MCP Servers

idea-base-mcp-server

MCP server for IDEA Base — AI-powered project management. Manage projects, tasks, and time tracking directly from Claude Code, Cursor, or any MCP-compatible AI tool.

Logo MCP

An intelligent website logo extraction system built on the Model Context Protocol (MCP) that automatically identifies and extracts logo icons from websites.

AWS Diagram MCP Server

Enables users to generate professional AWS architecture diagrams, sequence diagrams, flow charts, and class diagrams using Python code through the diagrams package. Supports customizable styling and secure diagram generation for cloud infrastructure visualization.

Youtube Universal MCP Server

Enables interaction with YouTube's tools and services through a unified API, following the Model Context Protocol specification.

droste-memory

Provides AI agents with causal code memory by indexing repositories into a graph of symbols and edges, enabling context-aware retrieval of relevant code slices.

Custom MCP Database Server

A Middleware/Control Plane server that allows AI code agents to securely execute queries against various databases (PostgreSQL, MySQL, MongoDB, Oracle) without directly exposing credentials.

vlp-mcp-agent

MCP server for automating VLP lab VM operations, exposing VM management tools to AI agents like Cursor and Claude Code.

mailwarden

A native Gmail MCP server providing full mailbox control via the live Gmail API, including unique snooze functionality.

GitUML MCP Server

Generate UML class diagrams, sequence diagrams, flowcharts, and component diagrams from any Java or Spring Boot repository via CLI or directly inside Claude Desktop.

Questrade MCP Server

An unofficial MCP server that integrates with the Questrade API to provide access to trading accounts, market data, and portfolio information. It enables users to view balances, track positions, search symbols, and analyze market trends through natural language.

mcp-leadconnector

Wraps the GoHighLevel CRM for AI agents, enabling natural language interaction with LeadConnector data.

ChainGPT AI News MCP Server

Provides access to AI-related crypto and Web3 news through the ChainGPT AI News API. Supports filtering by categories, blockchains, tokens, keywords, and date ranges across 40+ blockchains and 20+ categories.

dotnet-decompiler-mcp

An MCP server that decompiles and inspects .NET assemblies to C# source, wrapping ILSpy. Enables querying .NET DLLs via natural language to decompile types, list members, and search symbols.

🎯 Kubernetes AI Management System

AI 기반 Kubernetes 관리 시스템: 자연어 처리 기술과 Kubernetes 관리를 결합한 플랫폼입니다. 사용자는 실시간 진단, 리소스 모니터링, 스마트 로그 분석을 수행할 수 있습니다. 대화형 AI를 통해 Kubernetes 관리를 간소화하여 현대적인 대안을 제공합니다.

CHIM MCP Server

Exposes CHIM change-management workflows (changes, outages, retros, and change freeze status) as MCP tools, enabling AI assistants to query and update CHIM directly.

Spectrum 2 MCP Server

An MCP server that provides comprehensive access to Adobe Spectrum 2 UI components with complete component coverage and lightning-fast performance via Cloudflare Workers.

actionproxy

Provides a human-in-the-loop approval gateway for AI agents, enforcing policies and audit logging for MCP-compatible tool calls.

Quote Collection MCP-Server

Enables managing a personal quote collection with add, search, random, delete, and import functions via the Model Context Protocol.

Gyazo MCP Server

A TypeScript-based MCP server that enables AI assistants to interact with Gyazo images using the Model Context Protocol, providing access to image URIs, metadata, and OCR data via the Gyazo API.

Dictionary Lookup MCP Server

A minimal Model Context Protocol server built with the official Python SDK. It exposes one tool, define, which looks up the definition of an English word using the free dictionaryapi.dev API.

surfagent-x

X adapter for SurfAgent that gives AI agents X-native verbs for navigation, extraction, posting, replies, likes, reposts, proof-first task execution, recovery, and deeper research workflows.

vies-smoother

SLA'd EU VAT number validation for AI agents via VIES, with caching and circuit-breaking to handle flaky upstream, returning valid/invalid/unavailable responses.

ALA API MCP Server

Enables interaction with the Atlas of Living Australia API to search and access 152+ million biodiversity records. Supports occurrence searches, spatial queries, bulk data downloads, and taxonomic data retrieval through natural language.

MCP Demo Project

A collection of MCP servers demonstrating math operations, weather data, and LangGraph workflows.

telos-mcp

Exposes TELOS governance primitives—action scoring, receipt verification, Purpose Anchor inspection, audit-chain queries, and CCRS counterfactual replay—as MCP tools, resources, and prompts for any MCP-compatible client.

CSV Analytics MCP Server

A spreadsheet and CSV analysis toolkit for AI agents that enables loading CSV files, filtering and querying data, computing statistics, creating aggregations, building pivot tables, and exporting chart-ready data using pandas.

Cost Management MCP

An MCP server for unified cost tracking and analysis across AWS, OpenAI, and Anthropic. It enables users to query expenditures, compare costs across providers, and analyze usage trends through natural language.

Outlook MCP Server

A Model Context Protocol server bridging Claude to Microsoft Outlook + Teams (email, calendar, contacts, tasks, files, Teams meeting recordings + transcripts), deployed on Cloudflare Workers.

vulnerable-notes-mcp

A deliberately vulnerable MCP server for practicing exploitation of tool poisoning, command injection, and path traversal. Includes fixed versions and an agent demo to reproduce the issues in a controlled environment.

glm-vision-mcp

Enables image analysis using the GLM-4.6V-Flash model, supporting image URLs and local file paths with custom prompts for tasks like OCR and chart analysis.