Discover Awesome MCP Servers

Data Labeling MCP Server

An MCP Server that enables interaction with Google's Data Labeling API, allowing users to manage datasets, annotations, and labeling tasks through natural language commands.

kakunin-mcp

Enables AI agents to self-verify their authorized scope, check risk scores, and log behavioral events via the Kakunin compliance API.

McProxy

A local, multi-tenant MCP server framework for macOS that consolidates multiple third-party services behind a single MCP endpoint, with a browser-based connection manager. It provides a secure, extensible foundation for adding custom connectors without shipping any built-in integrations.

openclaw-mcp

Bridges SKILL.md format to the Model Context Protocol, making effector skills available as MCP tools for agents like Claude, Cursor, and Windsurf.

personal-brain-mcp

A personal-life database with 47 tools across 13 domains, enabling semantic search and retrieval of memories, food, home, health, and more from any MCP-aware AI client.

MCP UI/UX Prompt Refiner

Transforms basic interface ideas into comprehensive, professional-grade UI/UX design specifications with detailed styling, animations, components, and accessibility requirements for websites, apps, and other digital interfaces.

CTFd MCP Server

A lightweight MCP server for interacting with CTFd instances, enabling AI tools to authenticate, retrieve challenges, and submit flags.

UK Due Diligence

UK due diligence MCP server — Companies House, corporate research, compliance checks

GameDrop MCP Server

Enables AI agents to search, compare prices, and get details on discounted and free games across Steam, Epic, GOG, and Humble Bundle.

Echo Hello MCP Server

A simple MCP server sample that provides a greeting tool which echoes back a personalized Japanese greeting message. Demonstrates basic MCP server implementation using FastMCP framework.

bunkervm

Enables time-travel debugging for AI agent sandboxes using Firecracker microVMs, with tools for code execution, file operations, and VM snapshot/restore via MCP.

GameDev MCP Hub

Aggregates game-development MCP servers (Blender, Godot, GitHub, Obsidian) behind one interface for AI clients, with smart task routing and a local GUI for multi-client support.

RepoGuardian MCP Server

Enables AI assistants to analyze GitHub repository health, issues, PRs, code, and engineering risks via RHD's agentic RAG, while keeping external actions human-approved and policy-gated.

dolar-argentina

Provides real-time Argentine dollar exchange rates to Claude, including blue, official, MEP, CCL, crypto, and other rates. Enables automatic currency conversions for budgets, price comparisons, and financial analysis in pesos and dollars.

Isolator MCP Server

A TypeScript server implementing the Model Context Protocol that provides secure code execution in isolated Docker containers, allowing LLM applications to safely run Python, Go, or JavaScript code snippets.

Engram Memory MCP

Combines bm25, vector and knowledge graphs to create a comprehensive memory solution. https://github.com/lumetra-io/engram-memory-mcp

Coinbase MCP Server

Provides tools for interacting with the Coinbase Advanced Trading API, enabling autonomous crypto trading via a Claude skill.

Cedardiff MCP Server

Implements CEDARScript, a SQL-like language for code manipulation.

XAPIHub MCP Extension

Integrates XAPIHub API services with the Cursor IDE to enable user authentication, real-time data fetching, and connection diagnostics. It allows developers to interact with their XAPIHub organization and manage user details directly through natural language commands.

Cisco SD-WAN MCP Server

Enables natural language automation of Cisco SD-WAN vManage, including device management, template deployment, policy configuration, monitoring, and software upgrades.

docctx

Local-first context retrieval engine that serves precise documentation chunks to coding agents via MCP, ensuring high-confidence context for code generation.

PatchEvergreen MCP Server

Provides breaking changes analysis for libraries across multiple languages, enabling version upgrade planning, dependency audits, and migration reports through MCP tool access and expert workflows.

mcp-markdown

Provides Markdown utilities: converts Markdown to plain text, extracts links and headings. Part of the Pipeworx MCP gateway.

ui-annotator-mcp

MCP server that annotates any web page with hover labels — zero extensions, works in any browser

Marvin MCP

Official Model Context Protocol server for Marvin CMS, enabling AI clients to read workspace info, entries, collections, assets, and resources via tools, resources, and prompts.

mcp-server-codegraph

Generates and queries a graph representation of a codebase to identify entities and their relationships, such as function calls and inheritance. It supports multiple languages including Python, JavaScript, and Rust to help users navigate and understand complex code structures.

Ceph MCP Server

A Model Context Protocol server that enables AI assistants to interact with Ceph storage clusters through natural language, making storage management more accessible and intuitive.

photoshop-mcp-pro

A professional MCP server that lets AI assistants directly control Adobe Photoshop for document creation, layer management, filters, adjustments, shapes, text, and design intelligence like palette generation and font pairing.

google-play-analytics-mcp

An MCP server that exposes Google Play Console analytics to AI agents, including store-listing acquisitions by traffic source, installs, uninstalls, ratings, crashes, subscriptions, and reviews by reading bulk CSV reports from Cloud Storage.