Discover Awesome MCP Servers

Context Bank MCP

Một máy chủ MCP cung cấp giao diện để truy vấn cơ sở kiến thức AtherOS thông qua API, cho phép người dùng tạo phiên trò chuyện và gửi truy vấn để truy xuất thông tin.

oblio-mcp

Unofficial MCP server for Oblio.eu accounting software enabling natural language interaction to create invoices, manage documents, collect payments, query nomenclatures, and submit e-Factura to Romania's SPV system.

Python Code Review MCP Agent

Enables comprehensive security vulnerability scanning and code quality analysis for Python applications. Provides detailed reports with scoring, actionable suggestions, and comparison tracking specifically designed for backend developers working with frameworks like Django, Flask, and FastAPI.

DuckDuckGo MCP Agent

A minimal, production-ready MCP server enabling LLMs to perform web searches via DuckDuckGo without API keys, supporting SSE streaming and LM Studio compatibility.

QA MCP Server

An AI-powered QA automation server that integrates Jira, GitHub, Jenkins, AWS, and Webex into a unified interface for QA engineers.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript SDK, with example tools (calculator, greeting) and resources (server info) to help developers get started.

pbirb-mcp

An MCP server for editing Power BI Report Builder paginated reports (.rdl) through Claude, providing tools for datasets, tablixes, page setup, styling, and more.

ui-ux-pro-mcp

🎨 AI-powered UI/UX design intelligence - 1519+ curated design resources through MCP | React, Vue, Next.js, Flutter & more

CENDOJ Sentencias MCP Server

Enables searching and downloading Spanish court rulings from the CENDOJ database, with automatic captcha resolution via Claude's vision, returning PDFs, full text, ECLI, and metadata.

swarmix-mcp

AI client acquisition autopilot. 15 MCP tools for LinkedIn, Email, X, Instagram & Blog outreach from Claude.

mcp-icon

A Model Context Protocol (MCP) server for semantic SVG icon search. Generate infographic SVG icons by keyword — over 100,000 icons with semantic search support.

Refgrow MCP Server

MCP server for managing affiliate and referral programs. Track referrals, manage affiliates, process conversions, and handle payouts through AI assistants like Claude, Cursor, and ChatGPT.

ArchHub MCP

Enables natural language access to 11 Korean building data tools including building registers, permits, comprehensive profiles with zoning, floor composition, district statistics, old building analysis, price history, demolitions, and permit pipeline.

MCP 3D Printer Server

Enables users to connect Claude with various 3D printer management systems, allowing tasks like printer status monitoring, file management, print job control, and STL file manipulation.

Hashnode MCP Server v2.0

Enables AI assistants to publish, update, and manage Hashnode blog articles, with support for tags, cover images, and publication management.

aqc-mcp

MCP server that provides tools to query 17+ astronomical databases (e.g., SIMBAD, VizieR, Gaia) via HTTP/TAP APIs, enabling AI applications to access astronomical data through natural language.

cloudscraper-mcp

Enables AI agents to bypass Cloudflare protection and scrape web content, returning clean Markdown with smart chunking and file export.

Jokes MCP Server

Enables users to fetch various types of jokes including Chuck Norris and Dad jokes through an MCP server that integrates with Microsoft Copilot Studio and GitHub Copilot.

@kaminari-ad/mcp

Lets AI agents launch scans, inspect results, manage campaigns and policies, and read alerts directly against your Kaminari Ad workspace via your API key, with 82 tools covering most of the API surface.

instinct

Self-learning memory for AI coding agents. Observes tool sequences, user preferences, and recurring fixes — auto-promotes high-confidence patterns into behavioral rules. 22 tools, 2 prompts, SQLite-backed, zero config.

Colab MCP

An MCP server that bridges local AI agents to Google Colab notebooks, enabling execution of Python code and interaction with notebook states directly from the agent.

Screenshot MCP Server

Enables AI assistants running in WSL to capture Windows screenshots of full desktops, specific monitors, or individual windows by title or process name. It features DPI awareness, automatic path conversion between WSL and Windows, and customizable storage options.

aum-mcp-server

A personal MCP server split into focused servers — each loads only the tools it needs, keeping Claude's context lean.

Google Ads MCP Server

This MCP server searches Google's public ads database and uses AI to analyze ad images/videos, with intelligent caching for performance.

frx-director-mcp

MCP server that lets a high-capability director model drive the firefox-reverse browser's built-in reverse-engineering Agent, with a cheap worker model executing all tooling.

AI-Powered MCP Server

A full-stack SMS assistant that integrates MessageMedia SMS API with OpenAI's GPT models, enabling AI-driven SMS conversations and message management through function calling and contextual memory.

mcp-sports-server

Enables natural-language querying of historical NBA game data from a read-only SQLite database.

MCP Work History Server

A Model Context Protocol server that enables AI tools to automatically log their activities with detailed metrics like timestamps, token usage, and costs into daily markdown worklog files.

Polymarket MCP Server

Enables access to Polymarket's prediction markets for analyzing market probabilities, trading activity, and event outcomes across politics, sports, crypto, and other categories through natural language queries.

Capacities MCP Server

Provides seamless integration with Capacities knowledge management system, allowing Claude to list spaces, retrieve space information, search content, save weblinks, and add content to daily notes.