Best MCP servers by use case
Hand-picked, usage-ranked guides to the Model Context Protocol servers people reach for most. Every list is drawn live from the AllMCPs directory and refreshed hourly.
Best for Databases
The best MCP servers for connecting AI agents to SQL and NoSQL databases — query, inspect schemas, and safely read or write real records from Claude, Cursor, and other clients.Best for Developers
The best developer-focused MCP servers — run code, manage repositories, query build systems, and automate the everyday engineering tasks AI agents can take off your plate.Best for Web Search & Scraping
The best MCP servers for web search and data extraction — let AI agents search the web, scrape pages, and pull structured data out of unstructured sources.Best for Security
The best security-focused MCP servers — scanning, auditing, secrets management, and threat analysis with scoped, least-privilege access for AI agents.Best for Browser Automation
The best MCP servers for browser automation — drive a real browser from an AI agent to navigate, click, fill forms, and extract page content.Best for Slack & Communication
The best MCP servers for team communication — let AI agents read, post, and analyze across Slack, Discord, email, and other messaging platforms.Best for Memory & Knowledge
The best MCP servers for memory and knowledge — give agents persistent memory, note stores, and searchable knowledge bases that survive across sessions.Best for Finance & Fintech
The best MCP servers for finance and fintech — market data, payments, accounting, and on-chain activity exposed to AI agents with the guardrails the domain demands.Best for Cloud Platforms
The best MCP servers for cloud platforms — provision, inspect, and manage infrastructure across AWS, GCP, Azure, Cloudflare, and more from an AI agent.Best for Coding Agents
The best MCP servers for coding agents — orchestration, task management, and autonomous development workflows that make AI coding assistants more capable.Best for Monitoring & Observability
The best MCP servers for monitoring and observability — query metrics, logs, traces, and alerts so AI agents can investigate incidents and report on system health.Best for File Systems
The best MCP servers for file systems — give AI agents scoped read and write access to local files, directories, and cloud storage.Best for Git & Version Control
The best MCP servers for Git and version control — let AI agents read repositories, inspect diffs, manage branches, and open pull requests on GitHub, GitLab, and more.Best for Workplace & Productivity
The best MCP servers for workplace productivity — connect AI agents to Notion, Google Workspace, calendars, task managers, and the tools your team runs on every day.Best for Marketing
The best MCP servers for marketing — give AI agents access to ad platforms, email tools, and CRMs to research, report, and automate campaigns.Best for Social Media
The best MCP servers for social media — let AI agents read, post, schedule, and analyze content across X, Reddit, LinkedIn, Discord, and other platforms.Best for Customer Data Platforms
The best MCP servers for CDPs and customer data — profiles, segments, and event streams that marketing and product agents can use responsibly.Best for Data Platforms
The best MCP servers for data platforms — connect AI agents to warehouses, lakes, and analytics engines like Snowflake, BigQuery, and ClickHouse to query and explore data.Best for Research
The best MCP servers for research — let AI agents search academic papers, pull references, query knowledge bases, and gather primary sources with citations.Best for Data Science
The best MCP servers for data science — give AI agents tools to run notebooks, execute Python, analyze datasets, and generate charts as part of an analysis workflow.Best for Code Execution
The best MCP servers for code execution — let AI agents run code, shell commands, and scripts in sandboxed environments and get results back.Best for Command Line & Terminal
The best MCP servers for the command line — let AI agents run terminal commands, manage processes, and drive CLI tools with scoped, auditable access.Best for E-Commerce
The best MCP servers for e-commerce — connect AI agents to Shopify, payment processors, and storefront APIs to manage products, orders, and customers.Best for Legal
The best MCP servers for legal work — give AI agents access to case law, contract analysis, and legal research tools with careful, scoped permissions.Best for Multimedia & Media Processing
The best MCP servers for multimedia — let AI agents generate, edit, transcribe, and process images, audio, and video through a single protocol.Best for Gaming
The best MCP servers for gaming — connect AI agents to game engines, servers, and platform APIs to build, automate, and interact with games.Best for Maps & Location
The best MCP servers for maps and location — let AI agents geocode addresses, get directions, search places, and work with geographic data.Best for Travel & Transportation
The best MCP servers for travel and transportation — give AI agents access to flight, transit, and booking data to plan trips and answer logistics questions.
By integration & tool
Looking for a specific platform? Jump straight to the best servers for the tools and databases people connect most.
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