MCP servers connect AI assistants like Claude, Cursor, and ChatGPT to live tools and data via the Model Context Protocol. Browse vetted MCP servers and registries for web scraping, browser automation, search, databases, memory, and dev workflows.








Workflow automation for everyone. Connects your tools to streamline mission-critical processes

The open-source ML hub — 2M+ models, 500k+ datasets, Spaces, Inference Endpoints, and the Transformers library.

Explore advanced text-to-speech and voice cloning software for lifelike voiceovers and content generation.

Redis is an in-memory data store used as a vector database, semantic cache and memory layer for AI and agent applications.

Workflow automation platform for technical users.

A low-code platform for building next-gen apps and operationalizing data.

AI-powered writing assistant inside Notion to work faster, write better, and think bigger.

Unified platform for data analytics and AI innovation

AI work platform with native agents — Agent Factory builds custom AI agents, monday vibe turns prompts into apps. The work OS at $10B+ valuation.

Online graphic design platform for creating various visual content.

Asana is a work management tool for planning, tracking, and automating projects — now with Asana AI for status summaries and AI teammates.

Cloud headless browsers for AI agents — production-grade infrastructure for web automation, scraping, and agent workflows.

Cloud platform for running, deploying, and scaling machine learning models with ease.

Create professional, custom websites with no code.
Jira is an agile project management tool from Atlassian for software teams — with Atlassian Intelligence and Rovo AI agents for issue work.

The #1 AI Agent for customer service — top-ranked on bake-offs and complex queries.

Developer platform to build, test, and deploy advanced voice agents in minutes.

#1 iPaaS for enterprise AI and automation — Enterprise MCP for agentic AI, low-code integrations across hundreds of apps, secure and scalable.

Build internal tools fast with Retool's platform.

Visual AI automation platform — build workflows and AI agents across 2,000+ apps.

AI search API and engine that retrieves the best, real-time web data for AI apps.

Full-stack web scraping and automation platform.

MongoDB Atlas Vector Search adds semantic vector search to your database for RAG and AI agents.

Open-source AI browser automation SDK from Browserbase — write resilient browser agents using natural language with act, extract, observe, and agent primitives.

Real-time web search, extract, and crawl APIs built specifically for AI agents and RAG.

Auth and tool integrations for AI agents — connect any agent to 200+ apps with one SDK.

Streamlined tool for managing issues, sprints, and product roadmaps.

Open-source secure sandboxes for AI-generated code execution — used by Claude, Perplexity, Hugging Face.

Open-source memory layer for AI agents — persistent personalization across sessions.

Browser API built for AI agents — anti-bot, sessions, and proxies designed for autonomous web browsing.

Build and deploy powerful applications connecting APIs, AI, databases, and more.

Web platform for modern frontend teams. Edge-deployed hosting, serverless functions, and AI-assisted development. 5M+ developers; $200M+ raised.

Context7 is an MCP server by Upstash that feeds AI code editors current, version-specific library docs and examples to cut hallucinated APIs.

Bright Data is a web data platform that provides proxies, scraper APIs, datasets, and a Web MCP server so developers and AI agents can collect public web d

Open-source dev environment manager that spins up containerized workspaces for code agents.

Figma prompt-to-app builder that turns ideas into working interactive prototypes.

Browserless is headless-browser infrastructure you can self-host via Docker or run managed — Puppeteer, Playwright, scrape, screenshot, and PDF APIs.

Web scraping built for LLMs — turn any website into clean markdown or structured data with one API call.

Zep is a memory platform for AI agents that builds temporal knowledge graphs from chat and business data so agents recall context that changes over time.

Hyperbrowser is cloud headless-browser infrastructure for AI agents, with stealth fingerprinting, proxy rotation, and built-in CAPTCHA solving.

AI-native CRM built for the next generation of B2B teams — embedded AI, flexible data modeling, deep workflows. The modern CRM picked by AI-native startups.

Arcade is the tool-calling platform for AI agents with built-in auth, observability, and DX. Founded by ex-Okta engineers; agent infra.
An MCP server is a small program that exposes one tool or data source — a database, a website scraper, a project tracker, a payments API — to an AI assistant through the Model Context Protocol (MCP). The assistant (the MCP client) connects to the server and can read data or take actions through it, without a custom integration for each app.
The Model Context Protocol is an open standard, introduced by Anthropic in late 2024, for connecting AI assistants to external tools and data. It defines a common way for an AI client such as Claude, Cursor, or ChatGPT to discover and call capabilities a tool exposes, so the same server works across any MCP-compatible app.
Many products now ship an official MCP server, grouped by the job they do: web data (Firecrawl, Bright Data, Apify), browser automation (Browserbase, Browserless, Steel), search (Exa, Tavily), databases (MongoDB, Redis), project tools (Notion, Linear, Asana, Monday, Airtable), design (Figma, Canva), and agent memory (Mem0, Zep). The right one depends on what you want your agent to do.
Most tools include their MCP server with an existing plan and many offer a free tier; usage of the underlying product is billed as normal. A few hosted servers meter calls separately. Check each provider's pricing page for current limits.
Most MCP clients — Claude Desktop, Cursor, Cline, and others — let you add a server in their settings or a JSON config file by pointing to the server's command or remote URL. Hosted providers give you a ready-made endpoint and key. Once added, the client lists the server's tools and your assistant can call them in a conversation.
An MCP server provides capabilities — tools, data, or actions — while an MCP client is the AI app that consumes them. Claude, Cursor, and most coding assistants are clients; the tools they connect to (Notion, GitHub, a database) are the servers. A single client can connect to many servers at once.
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