Trending MCP Servers

Scrapling is an adaptive web scraping framework that automates the process of scraping data from websites, handling everything from single requests to full-scale crawls with features like automatic element relocation and anti-bot bypassing.

Ruflo is an AI orchestration platform that enables the deployment and coordination of specialized AI agents for complex software engineering tasks. It features self-learning capabilities and enterprise-grade security.

`chrome-devtools-mcp` allows AI coding assistants to control and inspect a live Chrome browser, providing access to Chrome DevTools for automation, debugging, and performance analysis.

This MCP server is a thin wrapper around the Paperclip REST API, exposing Paperclip data and actions through MCP tools without talking directly to the database or reimplementing business logic. It supports read and write operations for entities like issues, documents, approvals, projects, goals, comments, agents, and inbox data.

An MCP server that lets clients execute arbitrary shell commands. It can run locally over stdio or remotely over SSE/streamable HTTP, and also be used in-process from JavaScript/TypeScript.

An MCP server that lets LLMs automate browser tasks through Puppeteer-based structured page data, with optional screenshot/vision mode for cases where text and accessibility data are not enough. It supports local, remote (SSE/HTTP), and in-memory use, and can connect to local or remote browsers.

Context7 is an MCP server that provides up-to-date, version-specific documentation and code examples for libraries directly into prompts for coding agents.

Agent Skills is an open format for providing agents with new capabilities and expertise through folders of instructions, scripts, and resources. It allows for the creation and sharing of skills that agents can use to improve their performance on specific tasks.

ShipSwift is an AI-native SwiftUI component library that provides production-ready code for building real apps using LLMs. It includes a variety of components and recipes for developers to utilize.

tldraw is an infinite canvas engine designed for building canvas applications in React. It supports real-time collaboration, custom shapes, and various integrations.

sathergate-toolkit is an agent-native infrastructure toolkit for Next.js that includes 8 packages designed for various functionalities such as RBAC, image processing, and feature flags.

sathergate-toolkit is an agent-native infrastructure toolkit for Next.js that includes 8 packages designed for various functionalities like RBAC, image processing, and feature flags.

codebase-memory-mcp is a code intelligence engine that efficiently indexes code repositories and answers structural queries. It supports 66 programming languages and operates as a single static binary across multiple platforms.

The GitHub MCP Server connects AI tools to GitHub's platform, enabling AI agents to read repositories, manage issues and pull requests, analyze code, and automate workflows through natural language interactions.

The Home Assistant MCP Server is a Model Context Protocol server that allows AI assistants to interact with Home Assistant, enabling control of smart home devices and management of automations using natural language.

PostHog MCP is a Model Context Protocol server for interacting with PostHog projects and data. It exposes tools for tasks like feature flag management, analytics queries, experiments, error tracking, dashboards, and other PostHog features, with optional feature-based filtering.

Windows-MCP is an open-source server that integrates AI agents with the Windows operating system, enabling tasks like file navigation, application control, and UI interaction.

Unity MCP is an AI-powered game development assistant that connects various AI agents to Unity for automating workflows, generating code, and enabling AI within games. It allows real-time AI debugging and player-AI interaction inside compiled games.

Toprank is a Claude Code plugin and related remote MCP server for Google Ads and SEO workflows. It provides skills for auditing ads and SEO, generating copy and schema, managing campaigns, and analyzing Search Console/Google Ads data.

An MCP server that exposes PraisonAI agents and a large set of related tools to MCP clients such as Claude Desktop, Cursor, VS Code, and Windsurf. It supports agent execution, workflow orchestration, web search, crawling/scraping, file operations, code execution, and other utility functions.

This MCP server enables scalable mobile automation and development through a platform-agnostic interface for iOS and Android, allowing interaction with native applications and devices via structured accessibility snapshots or coordinate-based taps.

PaperBanana is an agentic framework for generating publication-quality academic diagrams and statistical plots from text descriptions, supporting multiple AI providers. It allows batch generation of diagrams and plots from manifest files.

Skyvern automates browser-based workflows using LLMs and computer vision, providing a Playwright-compatible SDK and a no-code workflow builder for users to automate tasks on any website.

MCP Toolbox for Databases is an open source Model Context Protocol (MCP) server that connects AI agents, IDEs, and applications directly to enterprise databases. It provides prebuilt tools for instant data exploration and a framework for building custom tools.

MCP Toolbox for Databases is an open source Model Context Protocol (MCP) server that connects AI agents, IDEs, and applications directly to enterprise databases.

TradeMemory is a memory layer for AI trading agents that records and recalls past trades and outcomes, ensuring compliance with regulatory requirements for algorithmic decision documentation.

Toprank is a Claude Code plugin that provides skills for auditing and managing Google Ads and Meta Ads accounts, plus SEO analysis and content optimization. It connects to Google Search Console, Google Ads, and Meta Ads to identify issues, recommend fixes, and in some cases apply changes such as updating ads, meta tags, headings, and structured data.

Netdata is an open-source, real-time infrastructure monitoring platform that provides per-second metrics and visualizations for various system components.

An editor-only Unity package that runs a local MCP server inside the Unity Editor, allowing AI clients to inspect and control the open project. It provides built-in tools for scene and GameObject editing, script generation, play mode automation, input simulation, screenshots, logs, and performance checks.

Figma MCP is an open-source server that provides full read/write access to Figma data via a plugin, without requiring a REST API or imposing rate limits. It allows users to automate design processes and integrate with various AI tools.

This MCP server is a cross-platform, highly customizable prompt theme engine for various shell environments. It allows users to configure and extend their command line prompts efficiently.

XcodeBuildMCP is a Model Context Protocol (MCP) server and CLI designed for agent use in iOS and macOS projects.

XcodeBuildMCP is a Model Context Protocol (MCP) server and CLI designed for agent use in iOS and macOS projects.

vnsh is a secure file sharing service that allows users to upload logs, diffs, and images to a host-blind URL that vaporizes after 24 hours.

Bernstein orchestrates AI coding agents to break down goals into tasks, assign them to agents running in parallel, verify the output, and merge results into a clean codebase.

This MCP server connects MCP clients to BetterDB so AI assistants can inspect Valkey and Redis monitoring data, including health, slow commands, hot keys, latency, cluster stats, and anomalies. It can use an existing BetterDB instance or start and manage a local monitor process.

Firecrawl MCP Server is a Model Context Protocol server implementation that provides web scraping capabilities, including crawling, content extraction, and cloud browser automation.

EdgarTools is a Python library for accessing SEC EDGAR filings as structured data, allowing users to parse various filing types into Python objects.

The Figma MCP server integrates Figma design files into workflows, enabling AI agents to generate code and extract design context directly from Figma. It supports various features like writing to the canvas, generating code from frames, and extracting design variables.

OpenMetadata is a unified metadata platform for data discovery, data observability, and data governance. It centralizes metadata storage and APIs, and ingests metadata from many data sources through connectors.

DBHub is a zero-dependency, token efficient MCP server that implements the Model Context Protocol (MCP) server interface, allowing MCP-compatible clients to connect to and explore multiple databases through a single interface.

EdgarTools is a Python library for accessing SEC EDGAR filings as structured data, allowing users to parse various filing types into Python objects.

Basic Memory allows users to build a persistent knowledge base through natural conversations with Large Language Models (LLMs), utilizing Markdown files stored locally. It employs the Model Context Protocol (MCP) for integration with compatible LLMs.

The Tavily MCP server provides tools for real-time web search, intelligent data extraction, web mapping, and web crawling.

The Web MCP enables AI assistants to access real-time web data without being blocked or rate-limited. It provides seamless integration for various AI models to enhance their capabilities with live information.

The Brave Search MCP Server integrates the Brave Search API to provide various search capabilities including web, local business, image, video, news searches, and AI-powered summarization. It supports both STDIO and HTTP transports.

The Microsoft MCP Server implements the Model Context Protocol (MCP) to standardize how applications provide context to large language models, enabling seamless connections between AI applications and various data sources.

The Grafana MCP server provides access to a Grafana instance and its ecosystem, enabling various operations such as querying dashboards, managing datasources, and handling alerts.

The Apify MCP server enables AI agents to extract data from various websites using ready-made scrapers and automation tools. It supports OAuth for client connections and allows for agentic payments without requiring an API token.

SocratiCode provides AI with automated knowledge of your entire codebase and infrastructure, enabling deep semantic understanding without configuration. It supports large repositories and maintains an updated index automatically.