MCP server categories
Browse 8,821+ MCP servers grouped by what they do. Pick a category to see every server in it with install commands and client configs.
🤖AI Agents1042Agent frameworks, orchestration, autonomous workflows and multi-agent systems that plug into your AI assistant.🛠️Developer Tools2260Git, GitHub, repositories, CI/CD, containers and the engineering tooling your coding agent needs.📊Data & Analytics664Query databases, spreadsheets, dashboards, ETL pipelines and business intelligence through MCP.💳Finance & Payments382Payments, invoices, crypto, trading, portfolio and accounting servers for financial workflows.🎨Media & Design314Images, video, audio, design and creative assets — generate, edit and fetch media via MCP.🧠Knowledge & Memory296Documentation, wikis, knowledge graphs, vector stores and persistent memory layers for AI.💬Communication289Slack, Discord, email, SMS and messaging servers so your agent can reach people and channels.🔎Search & Research244Web search, academic research, SERP and semantic search servers for grounded answers.🧩AI & Machine Learning201LLM providers, embeddings, inference and model tooling exposed as MCP servers.🗄️Databases142Postgres, MySQL, MongoDB, SQLite, Redis, ClickHouse, Snowflake and more database connectors.✅Productivity123Notion, calendars, tasks, project management and note-taking servers for personal and team workflows.☁️Cloud & Infrastructure76AWS, Azure, GCP, Cloudflare, Kubernetes and serverless infrastructure management.📈Marketing & SEO158SEO, ads, campaigns and marketing analytics servers for growth teams.📁Files & Storage63File systems, object storage, cloud drives and document servers.📡Monitoring & Observability118Logs, metrics, traces, alerts and incident management via MCP.🔐Security152Secrets, credentials, authentication, scanning and vulnerability management servers.🗺️Maps & Location107Maps, geocoding, places, routing and location-based servers.🛒E-commerce103Shopify, storefronts, catalogs, orders and retail data for commerce agents.🌐Browser Automation122Playwright, Puppeteer, headless Chrome and web scraping servers.🔗Web & API65REST, GraphQL, webhooks and general web/API integration servers.🧰Other Tools1900Additional MCP servers that don't fit a single category.