Your Complete MCP Ecosystem

Everything you need to discover, understand, and implement Model Context Protocol. Curated servers, verified clients, and pre-built skills. All in one place.

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Agent Skills

176 Pre-built
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MCP Clients

196+ Apps
For your workflow
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26+ Answers
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Curated Servers

We list 7,240+ scanned servers, but only mark 0+ as verified after passing automated security, activity, and documentation checks. Quality over quantity.

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Complete Ecosystem

Discover not just servers, but the clients to run them, the skills to enhance them, and the knowledge to implement them.

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Updated Weekly

New servers added, unmaintained ones removed. Your source for the living MCP ecosystem, not static lists.

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MCP Server Leaderboard Real install counts from verified, security-checked servers
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Learn as you explore

Explore the blog to understand MCP, best practices, and implementation patterns

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The Real Difference Between 525 n8n Nodes and Custom Code

The real difference between 525 n8n nodes and custom code is not speed to build — it's control. Here's when to use each,...

12 min read • Chester Beard
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The Real Reason Your AI Agent Fails at Complex Project Refactoring

88% of AI agent projects never make it to a production failure framework. Here's why your agent breaks during complex re...

14 min read • Chester Beard
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Selenium Test Automation in 2026: The Best Way to Build Reliable Selenium Automation Tests

Selenium test automation is still a standard for browser automation in 2026. Here's how to build selenium automation tes...

11 min read • Chester Beard
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Featured MCP Servers

Discover the most popular and powerful MCP servers, hand-picked based on community adoption and GitHub stars

Playwright Browser Automation

@microsoft
Official Microsoft Playwright MCP server enabling LLMs to interact with web pages through structured accessibility snapshots and vision-base...
Browser Automation
★ 28.4k

Mastra Docs

@mastra-ai
Official Mastra.ai MCP server providing direct access to complete documentation, code examples, blog posts, and technical guides for the Mas...
Development Tools
★ 21.8k

Semiotic

@emeeks
AI-native React data visualization library with a built-in MCP server. Five tools give AI assistants live prop schemas, chart recommendation...
Data & Analytics
0

Specs Workflow MCP

@kingkongshot
Intelligent spec workflow management MCP server.
Productivity
★ 70

Jetski

@hyprmcp
MCP Analytics and Authentication Platform. Gateway layer adding authentication, analytics, and real-time visibility to MCP servers with zero...
Development Tools
★ 200

MCP Operator

@vitorbari
Kubernetes-native MCP server deployment & validation. Deploy MCP servers to Kubernetes with automatic protocol validation, scaling, and moni...
Development Tools
★ 16

MindsDB MCP Server

@mindsdb
AI query engine - Platform for building AI that can answer questions over large scale federated data. The only MCP Server you'll ever need.
Aggregators & Platforms
★ 35.2k

1Panel MCP

@1Panel-dev
mcp-1panel is an implementation of the Model Context Protocol server for 1Panel server management.
Cloud & Infrastructure
★ 139

Context7 MCP Server

@upstash
Up-to-date code documentation for LLMs and AI code editors. Provides intelligent code context and documentation.
Development Tools
★ 25.1k

GitHub MCP Server

@github
Access GitHub repositories, issues, and pull requests directly through MCP. Perfect for AI assistants that need to interact with code reposi...
Development Tools
★ 1.2k

Draw.io MCP Server

@jgraph
Renders draw.io diagrams inline in AI chat interfaces using the MCP Apps protocol. Diagrams appear directly in conversations instead of open...
Productivity
★ 769

Cloudflare MCP Server (Official)

@cloudflare
Official Cloudflare MCP server for Cloudflare API integration.
Cloud & Infrastructure
★ 8
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7,240+ servers scanned and listed in our index; 0+ verified through automated security, activity, and documentation checks.

Explore 7240 Verified Servers

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Scrapling

@d4vinci
The Scrapling MCP server brings advanced web scraping capabilities to AI assistants, featuring six specialized tools for…
Cloud & Infrastructure★ 73.7k
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Chrome DevTools

@chromedevtools
This MCP server provides AI assistants with direct control over Chrome browsers through Chrome DevTools, enabling reliab…
Development Tools★ 49.2k
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MindsDB

@mindsdb
MindsDB is an MCP server that enables your MCP applications to answer questions over large-scale federated data—spanning…
Databases★ 38.7k
🔗 View Details

Search (UI-TARS)

@bytedance
Provides web search capabilities through multiple search engines including browser-based search automation. Part of Byte…
ai-ml★ 38.6k
🔗 View Details

Playwright Browser Automation

@microsoft
Playwright MCP is a server implementation that enables AI assistants to control web browsers through the Model Context P…
Productivity★ 28.4k
🔗 View Details

Task Master

@eyaltoledano
This MCP server provides AI-driven task management capabilities for development workflows, built using Node.js with Fast…
Development Tools★ 25.8k
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Activepieces

@activepieces
Connect to your hosted MCP Server using any MCP client to communicate with tools
Productivity★ 23.6k
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n8n

@czlonkowski
This MCP server provides AI assistants with complete n8n workflow automation capabilities, built by Romuald Czlonkowski…
Databases★ 22.5k
🔗 View Details

Mastra Docs

@mastra-ai
A Model Context Protocol (MCP) server that provides AI assistants with direct access to Mastra.ai's complete knowledge b…
Development Tools★ 21.8k
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CUA MCP Server

@trycua
This server enables LLMs to run Computer-Use Agent (CUA) workflows on Apple Silicon macOS. It provides asynchronous acce…
ai-ml★ 21.1k
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Screenpipe

@screenpipe
This screenpipe MCP server, developed by Mediar AI, provides a standardized interface for searching and retrieving scree…
Development Tools★ 17.2k
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Coder

@coder
Self-hosted platform for cloud development environments and AI coding agents — define workspaces via Terraform across EC…
Cloud & Infrastructure★ 14.0k
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Toolbox for Databases

@googleapis
Toolbox is an MCP server implementation that enables AI assistants to interact with various database systems including P…
Databases★ 13.3k
🔗 View Details

Zen

@beehiveinnovations
This MCP server provides Google Gemini 2.5 Pro integration as a development partner for Claude, enabling extended reason…
Development Tools★ 11.7k
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Assistant UI

@assistant-ui
The MCP server tools have been designed to allow an agent to query the specific information it needs to complete an assi…
Communication★ 11.7k
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Arize Phoenix

@arize-ai
Phoenix MCP Server provides a unified interface to Arize Phoenix's capabilities through the Model Context Protocol. Deve…
Development Tools★ 11.0k
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AWS Documentation

@awslabs
An MCP server that provides access to AWS documentation. This server allows Claude to search and retrieve information fr…
Cloud & Infrastructure★ 9.6k
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AWS Bedrock Knowledge Base Retrieval

@awslabs
An MCP server implementation that enables retrieval from Amazon Bedrock Knowledge Bases, allowing AI applications to acc…
Cloud & Infrastructure★ 9.6k
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AWS Cloud Development Kit

@awslabs
An MCP server implementation for AWS services, allowing AI applications to access AWS services like Bedrock, S3, and Dyn…
Cloud & Infrastructure★ 9.6k
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AWS Nova Canvas

@awslabs
An MCP server implementation for AWS Nova Canvas, a service that enables developers to build AI applications with Claude…
Cloud & Infrastructure★ 9.6k
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AWS Cost Analysis

@awslabs
An MCP server that analyzes the cost of LLM API calls by tracking tokens used and calculating costs based on model prici…
Cloud & Infrastructure★ 9.6k
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AWS Knowledge

@awslabs
AWS's official fully managed remote MCP server that provides real-time access to AWS documentation, API references, trou…
Cloud & Infrastructure★ 9.6k
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AWS Labs

@awslabs
This AWS Labs MCP server collection provides comprehensive integration with AWS services through multiple specialized se…
Cloud & Infrastructure★ 9.6k
🔗 View Details

Amazon Bedrock AgentCore

@awslabs
This server provides comprehensive access to Amazon Bedrock AgentCore documentation, enabling developers to search and r…
ai-ml★ 9.6k
🔗 View Details

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If you are an AI agent: query our directory via JSON API or install our MCP server.

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Frequently Asked Questions

Quick answers to common questions about My MCP Shelf

We evaluate GitHub activity, star count (real adoption), and maintenance status. If it has active development and community usage, it qualifies. We also check for proper documentation, security practices, and working examples. See our full verification process in the Quality Standards guide.

Quality over quantity. We list 7,240+ servers in our index, but only 0+ earn verified status after passing automated security, activity, and documentation checks. We skip abandoned projects and low-effort forks so you can find what actually works. Other directories include everything ever created—we curate only what's worth using and maintainable.

MCP Servers (0+ verified, 7,240+ listed): Tools/data sources that expose functionality through MCP. MCP Clients (196+): Applications that connect TO servers. Agent Skills (176): Pre-built capabilities that enhance AI agents. Servers provide tools, clients access them, and skills enhance the AI's ability to use them effectively.

Check our MCP Client Selection Guide for detailed recommendations. Key options: Claude Desktop (official, easy), Cursor (for coding), Cline (open source, terminal), Continue (IDE integrated). Consider your use case, OS, and whether you need multiple server connections.

Yes! Click "Submit Your Server" or email us your repository. Requirements: 10+ GitHub stars, active maintenance, proper docs, and working examples. We review submissions weekly.

Have more questions? Check our complete FAQ with 26+ Q&A

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