Popular MCP Use Cases & Servers

Most Popular Use Cases for MCP

  • AI Agent Interoperability: Seamlessly connect multiple AI agents and tools, enabling them to share context and collaborate on complex tasks.
  • Enterprise Workflow Automation: Integrate AI models with business tools (e.g., Jira, Confluence) to automate processes and enhance productivity.
  • Multi-Modal Data Integration: Combine text, images, and other data types for richer AI-driven applications.
  • Contextual Chatbots & Virtual Assistants: Build smarter assistants that leverage shared context for more relevant responses.
  • Advanced Analytics & Reporting: Use MCP to aggregate and analyze data from multiple sources for actionable insights.

Most Popular MCP Servers

  • Portkey's MCP Servers Directory: A widely referenced directory listing active and trusted MCP servers.
  • MCP.so: A community-driven platform curating server listings, best practices, and user reviews.
  • Composio: Tooling and orchestration for MCP environments, supporting easy integration of new sources and agents. (See Composio website for MCP portal; no direct link found)
  • Glama: Multi-modal client and server directory, popular for discovering servers supporting text, images, and more. (Check Glama's official site; no direct link found)
  • Official MCP Servers Repository: The authoritative source for baseline and reference MCP implementations.
  • Atlassian's Remote MCP Server: Integrates Atlassian products (Jira, Confluence) with AI platforms. (Check Atlassian dev docs; no direct link found)
  • AWS, GitHub, OpenAI MCP Servers: Major tech companies' servers for connecting proprietary services and cloud resources. (See in GitHub repo or main directories)

Sources: Portkey, MCP.so, Atlassian, AWS, GitHub, OpenAI, Glama, Official MCP Repository, Perplexity AI

Back to Home