Discover Awesome MCP Servers

ArgoCD MCP Server

Safety-first GitOps operations for ArgoCD via the Model Context Protocol. Enables listing, diagnosing, syncing, and managing ArgoCD applications with progressive disclosure and defense-in-depth security.

FlyonUI MCP Server

An AI-powered Tailwind builder that helps developers create, inspire, and refactor UI components directly within their IDE, supporting popular frameworks like React, Next.js, Vue, and Svelte.

Second Brain MCP Server

Captures and organizes structured markdown notes from Claude Code sessions with automatic pattern detection, complexity analysis, advanced search, and weekly reports. Everything runs locally without external dependencies.

MCP Pickaxe Server

Connects AI assistants to the Pickaxe platform for managing AI agents, knowledge bases, users, and analytics through natural language, including chat history analysis, document management, and multi-studio operations.

FRED

A local MCP server that gives Claude and other MCP clients access to Federal Reserve Economic Data (FRED) — 800,000+ economic time series covering GDP, inflation, employment, interest rates, and more.

research-publish

MCP server for publishing markdown AI research entries to a Convex database. Supports both development and production environments with secure deployment credentials.

Google Drive MCP

Enables Claude to search, list, and read files in Google Drive, allowing natural language interaction with your documents and folders.

microsandbox-mcp

Connects AI agents to microsandbox for creating lightweight sandboxes, executing code, managing files, and monitoring resources.

Attio Simple MCP Server

Integrates Attio CRM with AI clients to manage companies, people, and notes through 14 specialized tools. It supports dynamic schema discovery, enabling users to search, create, and update records within their Attio workspace.

Color Palette Generator MCP App

Enables users to generate color palettes (complementary, analogous, triadic, etc.) and check WCAG contrast ratios within AI chat applications using interactive UI.

APM Terminal Operations Intelligence

Enables querying and analysis of container terminal operations including vessel tracking, crane management, and productivity metrics through natural language interactions with a MySQL database.

gemini-diagram-mcp

MCP server for generating diagrams, charts, and visualizations using Gemini image generation on Vertex AI. Supports auto-detection of diagram types, multiple style modes, and iterative refinement.

Confluence MCP

A Model Context Protocol server that enables AI assistants to interact with Confluence content, supporting operations like retrieving, searching, creating, and updating pages and spaces.

@striderlabs/mcp-ubereats

MCP server for Uber Eats that lets AI agents search restaurants, browse menus, place orders, and track deliveries using Playwright browser automation.

remote-mcp

一组面向coding agent的MCP服务器，用于在SSH主机和WSL发行版中运行命令、管理任务，并以适合模型使用的方式读写远程文件。

PsyFlow-MCP

A lightweight FastMCP server that enables language models to discover, clone, transform, and localize PsyFlow task templates through a streamlined workflow with standardized tools.

Document Automation MCP Server

A sophisticated server that enables AI assistants to automatically analyze codebases and generate comprehensive, professional documentation.

rapid7-mcp

Enables AI assistants to interact with Rapid7 InsightIDR SIEM for investigating incidents, searching logs with LEQL, managing alerts and assets, analyzing user behavior, and handling threat intelligence.

HitKeep

Read-only MCP server for aggregate HitKeep analytics and official documentation, including traffic, events, goals, funnels, ecommerce, Search Console, and AI visibility reporting.

Tonle OpenProject MCP Server

Enables AI assistants to interact with OpenProject's API v3 for comprehensive project management operations including work packages, projects, time tracking, users, and all other OpenProject features through natural language.

PostGIS Yukon MCP

Enables natural language and geospatial queries on PostGIS databases, with 32 tools for spatial analysis, geometry operations, and database management.

Vestige MCP

An MCP server that provides comprehensive DeFi analytics and data access for the Algorand ecosystem via the Vestige API. It enables users to track asset prices, liquidity pools, protocol statistics, and real-time trading data.

mcp-arcgis-roanoke

Provides tools to search and query open geospatial datasets from the City of Roanoke, VA, including parcels, zoning, and public works, via ArcGIS Feature Services.

Wolfram Alpha MCP Server

Enables users to query Wolfram Alpha's computational knowledge engine through natural language. Provides access to mathematical computations, scientific data, and factual information via the Wolfram Alpha API.

Memory Cache Server

Một máy chủ Giao thức Bối cảnh Mô hình (MCP) giúp tối ưu hóa việc sử dụng token bằng cách lưu trữ dữ liệu trong quá trình tương tác với mô hình ngôn ngữ, tương thích với mọi mô hình ngôn ngữ và ứng dụng khách MCP.

Trellis MCP Server

Giao thức Ngữ cảnh Mô hình (MCP) cho các mô hình TRELLIS (văn bản thành 3D/ảnh thành 3D) hiện đại nhất (SOTA).

Gemini Transcription MCP

An MCP server for audio-to-text transcription using Google's Gemini API via OpenRouter, offering multiple tools for raw, cleaned, or formatted transcripts with support for local and remote deployment.

Ad Creative MCP Server

An MCP server that validates, resizes, and optimizes advertising creative assets across 50+ platforms using Cloudinary.

MCP RAG Server

Connects to a PostgreSQL database (pgvector) to perform semantic retrieval via the search_documents tool, returning raw document snippets for LLM synthesis.