Discover Awesome MCP Servers

UniMCP4CC

Enables Claude Code to directly control Unity Editor, supporting scene manipulation, component operations, asset management, prefab handling, and audio control through natural language commands.

Solana Divers MCP Server

MCP server for searching an archive of Solana developer Telegram chats. Enables hybrid search across ~94K messages from Divers and Solana Dev RU chats, with tools for search, stats, and history.

MM Query

Enables querying and comparing products from MM's retail (B2C) and wholesale (B2B) platforms in Vietnam, including price comparisons, stock availability checks, and multi-store support with Vietnamese language integration.

BugcrowdMCP

A high-performance Model Context Protocol server that provides secure, tool-based access to the Bugcrowd API, allowing for natural language interaction with bug bounty programs through various AI agent platforms.

cwa-mcp-server

Provides access to Taiwan's Central Weather Administration data for weather forecasts, earthquake reports, warnings, and typhoon alerts, and generates evacuation recommendations.

invoiceflow-mcp

AI-powered invoice automation. Create PDF invoices, predict late payment risk 0-100, auto-send reminders, reconcile Stripe/PayPal payments, track cash flow. 10 MCP tools, 4 resources.

docker-logs-mcp

MCP server for viewing Docker container logs on a remote VPS via SSH.

calibre-mcp

Enables read-only search, browsing, and metadata retrieval from a local Calibre e-book library using natural language queries.

mcp-server-wechat-mp

Enables AI agents to publish articles to WeChat Official Account (微信公众号). Supports image upload, draft creation, and publishing via standardized MCP protocol.

OSRS-STAT

A Model Context Protocol (MCP) server that provides real-time player statistics and ranking data of 'Old School RuneScape', supporting multiple game modes and player comparison functions.

Agent Interviews

Agent Interviews

MCP_IDMC

A FastMCP server that exposes Informatica IDMC Data Integration APIs as MCP tools, allowing AI agents to query, run, and monitor CDI mappings through natural language.

QA MCP Server

Enables AI-powered QA workflows including requirement analysis, test case generation/review, versioned project persistence, and import/export through MCP tools.

Dify Doc MCP Server

An MCP server that integrates Dify knowledge bases, enabling AI assistants to retrieve and search content from Dify via tools like list datasets, get dataset details, and knowledge retrieval.

gmapsscraper

Enables AI assistants to scrape Google Maps business data (names, addresses, phones, emails, websites, ratings, etc.) through natural language queries, with tools for synchronous and asynchronous scraping and credit checking.

repogate

MCP server that wraps the GitHub REST API into tools for repo queries, issue/PR management, code review, search, and authentication, letting coding agents operate GitHub directly in conversations.

openai-gpt-image-mcp

An MCP server that enables image generation and editing using OpenAI's DALL-E models with support for text prompts, inpainting, and outpainting. It includes advanced features like automatic aspect ratio mapping and intelligent file management to handle large image payloads.

YouTube MCP Server

Enables YouTube content browsing, video searching, and metadata retrieval via the YouTube Data API v3. It also facilitates fetching video transcripts for summarization and analysis within MCP-compatible AI clients.

docker-ops-server

Connects an AI assistant to local Docker and Kubernetes environments, enabling real-time command execution and log inspection with user approval.

OneTech MCP Server

Enables AI assistants to extract and document Mendix Studio Pro modules by interrogating local .mpr files. Generates comprehensive JSON documentation of domain models, pages, microflows, and enumerations without sending data to the cloud.

vision-bridge-mcp

Bridges a vision model to enable text-only models like DeepSeek to describe images, extract text, and compare images via MCP tools.

MCP Memory Server

A simple memory storage server for Claude using the Model Context Protocol (MCP), enabling Claude to store and retrieve text memories across conversations.

ArkTS Helper MCP

Provides documentation search, reading, and AI-powered Q\&A for ArkTS/ArkUI development, enabling AI coding assistants to answer questions and retrieve official docs.

Nemeton MCP

MCP bridge for Nemeton — control native macOS virtual machines (Apple Virtualization.framework) from Claude Desktop, Claude Code, or any MCP client. 50+ tools across VM lifecycle, snapshots, console, files, networking, and host metrics. Bridge open-source (MIT), Nemeton app is commercial.

Workoflow MCP Server

Dynamically exposes your Workoflow organization's tools as native MCP tools to AI clients like Claude Code and Cursor, with per-user authentication and dual transport support.

ClaudeMetaMCP

Local MCP server for operating Instagram, Meta Ads, and Facebook Page from Claude Code via Meta's Graph API. Provides 20 tools for publishing, campaign management, and insights.

Project Health Scanner

Enables scanning projects for dependency vulnerabilities, secrets, license conflicts, code quality, and git health, returning a 0-100 health score with actionable suggestions.

Threat Modeling MCP Server

A comprehensive MCP server for structured threat modeling using STRIDE methodology, with automatic code validation and report generation.

FinanceExpert

Enables fetching stock quotes, historical prices as CSV, and plain-text Unicode price charts via Yahoo Finance data.