Discover Awesome MCP Servers

PatSnap MCP Server

Enables collection of patent-related information from PatSnap's API for trend analysis and reporting, providing tools for patent trends, word clouds, innovation wheels, and identification of top inventors, assignees, and litigated patents.

IBAMA: Certidão de Débitos

Consulta a Certidão de Débitos do IBAMA em fonte oficial, com uma ferramenta de leitura que permite verificar débitos ambientais via MCP.

yahoo-fantasy-mcp

Enables querying Yahoo Fantasy Sports leagues, rosters, and matchups via an MCP interface (read-only).

Azure DevOps MCP Server

An MCP server that exposes 41 Azure DevOps tools to AI assistants, enabling management of pipelines, repositories, pull requests, releases, work items, test management, and wikis through natural language.

21st.dev Magic AI Agent

Enables developers to generate beautiful, modern UI components through natural language descriptions. Integrates with popular IDEs to instantly create and customize React components inspired by 21st.dev's component library.

紫微斗数 MCP 服务器 (MCPIztro)

A Model Context Protocol server that provides accurate Chinese Ziwei Doushu astrology chart calculations and horoscope analysis, enabling AI assistants to generate personalized astrological readings through natural language queries.

A-Share MCP Server

Provides comprehensive A-share (Chinese stock market) data including stock information, historical prices, financial reports, macroeconomic indicators, technical analysis, and valuation metrics through the free Baostock data source.

MySQL MCP Server

An executable MySQL server implementation that facilitates database connections and operations with built-in stability features and configuration options.

MCP Perplexity Server

A lightweight Python-based microservice that provides simple echo functionality, receiving messages and returning them back to the client for diagnostic and testing purposes within the MCP framework.

Awesome Agent Skills MCP Server

Provides access to over 100 curated AI agent skills from organizations like Anthropic, Vercel, and Hugging Face. It enables AI assistants to perform specialized tasks including document processing, security analysis, and web development through a standardized interface.

indesign-mcp

A custom MCP server that lets Claude Code read, search, and manipulate Adobe InDesign documents. macOS only.

LibreWolf Agent Bridge

Local-first browser automation for LibreWolf, enabling controlled profile browsing with status, navigation, screenshots, console/network inspection, and more through MCP.

Weline MCP

A local project intelligence, batch coding, and self-learning engine for Codex that enables task-level batch coding, reduces token usage, and automatically learns skills.

OpenDART MCP Server

Enables querying South Korean stock disclosures, financial statements, and shareholder reports via the OpenDART API from any MCP-compatible client.

north7-market-intelligence

AI-powered financial intelligence for autonomous trading agents. 9 MCP tools for real-time trading signals, risk index, market regime detection, stock analysis, commodity scoring, sector radar, and geopolitical intelligence briefings.

flowspec-mcp

MCP server for FlowSpec that exposes project specifications to Claude Code and other AI tools.

WAS Stape MCP

Enables AI assistants to manage Stape.io sGTM containers, CAPI Gateways, custom domains, and power-ups via 10 tools.

nextjs-agent-mcp

An MCP server that lets an AI agent drive and inspect a running Next.js app, with headless route/error introspection and a real DOM-based in-page bridge for interactive testing.

mcp-powerpoint

Enables AI assistants to create and manipulate PowerPoint presentations programmatically, including adding slides, exporting to PDF, and reading metadata.

Search MCP Server

Enables AI agents to perform unified web searches, GitHub, and GitLab searches with caching, reranking, and fallback across multiple providers.

nock

An MCP server that sits between coding agents and local tools, using a tiny on-device model to route tool calls and requiring confirmations for destructive actions, while only exposing four tools to the host.

Qwen Memory MCP

A Model Context Protocol server providing durable, cross-session memory for AI agents, powered by Qwen on Alibaba Cloud. Enables agents to write, search, recall, and forget memories with semantic ranking.

Moodle MCP Server

An MCP server that enables LLMs to interact with the Moodle platform to manage courses, students, assignments, and quizzes.

Aptos Blockchain MCP

Integrates Aptos blockchain access into AI applications, enabling interaction with tools for native APT operations, custom coin management, and transaction handling.

store-preflight-mcp

An MCP server that scans code repositories for app store rejection risks by mapping API usage to required declarations and policy deadlines, enabling agents to catch issues before submission.

Longhand

Persistent local memory for Claude Code that indexes every session's JSONL file verbatim into SQLite + ChromaDB. Exposes 17 MCP tools for semantic recall, deterministic file replay, and fuzzy "do you remember when..." queries across your entire session history — no API calls, nothing leaves the machine.

Lattice HQ MCP Server

Enables AI models to interact with the Lattice HQ performance management platform for managing users, goals, review cycles, feedback, departments, and updates.

codebase-doc-generator

Generates comprehensive documentation (architecture overview, dependency graph, API surface, and README) for any codebase locally without external APIs.

Jira MCP Server

Integrates with Jira Cloud to enable comprehensive issue management, project tracking, and team collaboration through natural language, including creating/updating tickets, searching with JQL, managing workflows, and adding comments.

Calculator MCP

Provides mathematical computation capabilities including basic arithmetic operations (add, subtract, multiply, divide), advanced functions (square root, factorial, logarithm), and trigonometric functions (sin, cos, tan) through the Model Context Protocol.