Discover Awesome MCP Servers

Chatwork MCP Server

ChatworkをAIから操作するためのMCP (Model Context Protocol) サーバー

MetaTrader 5 MCP Server

Enables AI assistants to interact with the MetaTrader 5 trading platform for market data analysis, placing trades, and managing trading positions. Provides comprehensive access to forex and financial market operations through the Model Context Protocol.

mcp-horticulture-agent

A local-first MCP server for tracking indoor horticulture metrics, enabling cold-stratification timelines, ericaceous soil pH validation, and transplant-shock recovery through a LangGraph agent with a local LLM.

gitlab-mcp

A Model Context Protocol server for self-hosted GitLab instances, enabling users to manage issues, merge requests, pipelines, and more via Claude Code.

erlik-graph

Enables LLMs to perform OSINT link-analysis by exposing transforms (DNS, WHOIS, Shodan, etc.) as MCP tools for autonomous investigation and graph enrichment.

GPT-SoVITS MCP Server

Enables text-to-speech synthesis and voice cloning through GPT-SoVITS API integration. Supports multiple languages (Chinese, English, Japanese, Korean, Cantonese), dynamic model switching, and reference audio-based voice quality replication.

rubin

A minimal MCP server that composes MIDI, loads Logic Pro factory patches (including Alchemy), and drives transport, turning Logic Pro into an AI-playable instrument.

Security Guard MCP

Enables secure interaction between LLMs and MCP tools by applying zero-trust security controls, including sensitive data masking, file system protection, and policy enforcement.

codemap

MCP server for local-first code intelligence, providing structural code graph, semantic search, and impact analysis to AI agents.

zotero-library-mcp

An MCP server that lets AI assistants add papers and books to your Zotero library by DOI, arXiv ID, or ISBN, and manage your collections, tags, and items.

sufetch

MCP server that enables AI assistants to explore and generate code for type-safe OpenAPI clients from various cloud APIs like DigitalOcean, Hetzner Cloud, and Ory.

shouldigo-surf-mcp

MCP server for real-time surf conditions at 5,000+ beaches worldwide. Enables checking surf conditions, finding nearest spots, and listing spots via natural language.

mcp-performance-review

Generates formatted performance review documents by providing employee details, review period, accomplishments, and improvement areas.

Ultimate GSAP Master MCP Server

Enables AI models to generate production-ready, 60fps-optimized GSAP animation code from natural language requests. It provides expert-level tools for creating complex sequences, debugging performance issues, and setting up GSAP within modern web frameworks.

edinet-mcp

Lets AI assistants query normalized financial statements (P/L, B/S, C/F) of 3,634 Japanese listed companies from official EDINET filings, unified across J-GAAP, IFRS, and US GAAP with English keys. Zero setup: npx -y edinet-mcp.

ImageGen MCP

Free, keyless image generation MCP server that lets AI agents create images from text prompts via Pollinations/Flux. Supports multiple aspect ratios and returns local image file paths.

Operaton MCP

Exposes over 300 Operaton BPM REST operations as tools for AI agents to interact with the Operaton engine. It enables managing process deployments, instances, user tasks, and decision tables through natural language commands.

tagmanager-mcp

An MCP server for the Google Tag Manager API v2 that enables AI assistants to query GTM accounts, containers, tags, triggers, variables, and unpublished changes.

minimal-mcp-server

A minimal MCP server implementation designed for learning how to integrate tools like echo, time retrieval, and Japanese Wikipedia search with Claude Desktop. It serves as a foundational template for developing custom server capabilities using the TypeScript MCP SDK.

InvoiceXML

InvoiceXML brings e-invoice compliance to your AI agent. Create, validate, convert, render, and extract structured invoices across UBL (Peppol BIS Billing 3.0, used worldwide), CII, Factur-X, ZUGFeRD, and XRechnung, all checked against the EN 16931 standard and official Schematron rules. Ask your assistant to generate a compliant invoice, validate one for errors, or convert between formats, with n

Chrome for AI

Enables AI agents to drive real Google Chrome with stealth and captcha handling, using Patchright to avoid bot detection.

threatmodel-mcp

Enables AI-powered threat modeling with tools for creating threat models, analyzing security threats, generating security controls, and validating architecture against best practices.

YouTube MCP Server

Integrates YouTube with Claude Code, enabling video transcript retrieval, search, metadata extraction, channel info, playlists, comments, trending videos, engagement analytics, chapter extraction, SponsorBlock integration, and most-replayed heatmaps.

NanoBanana MCP

MCP server that brings Gemini's image generation and editing capabilities to Claude Desktop, Claude Code, and Cursor. Supports Nano Banana 2 (Flash) and Nano Banana Pro models.

OmniFocus MCP Enhanced

Enhanced Model Context Protocol server that transforms OmniFocus into an AI-powered productivity tool with comprehensive task management capabilities including subtask support, perspective views, advanced filtering, and custom perspective access.

agent-magnet

Self-learning memory for AI tools. Remembers user preferences and context across Claude, Cursor, and Codex with multi-parameter forgetting and cross-tool identity.

MCP Server for Alloy Modeling Language

Enables LLM-powered agents to generate, execute, and analyze Alloy modeling language code for software modeling and formal verification. Provides tools to run Alloy models, access documentation and examples, and generate models from system descriptions.

iphone-mirror-mcp

An MCP server that lets LLMs drive a real iPhone through macOS iPhone Mirroring, with tools for screen capture, OCR, taps, typing, and Xcode build/test/install automation.