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How Meta Built Threads to Support 100 Million Signups in 5 Days

Linda Torries – Tech Writer & Digital Trends Analyst by Linda Torries – Tech Writer & Digital Trends Analyst
May 2, 2025
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How Meta Built Threads to Support 100 Million Signups in 5 Days
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Introduction to MCP Server Speakeasy

Generate your MCP server Speakeasy, a tool that makes accessing your API services easy for AI agents. Speakeasy uses your OpenAPI spec to generate an MCP server with tools for all your API operations, making building agentic workflows easy.

What is Speakeasy?

Speakeasy is a platform that allows you to develop evals, prompts, and custom toolsets to take your AI developer platform to the next level. With Speakeasy, you can generate an MCP server and use it to build agentic workflows.

The Power of MCP Server

Once you’ve generated your server, you can use the Speakeasy platform to develop and customize your API operations. This makes it easy for AI agents to access your API services, allowing for seamless integration and workflow building.

A Real-World Example: Threads

Threads, Meta’s newest social platform, launched on July 5, 2023, as a real-time, public conversation space. Built in under five months by a small engineering team, the product received immediate momentum, with over 100 million signups in under a week.

Scaling to Meet Demand

When a new app hits 100 million signups in under a week, the instinct is to assume someone built a miracle backend overnight. However, that’s not what happened with Threads. Instead, the infrastructure teams had to respond immediately to the incredible demand, relying on the existing machinery to handle the load. And that machinery worked quite smoothly, with the backend systems holding up to the massive influx of new users.

Conclusion

In conclusion, generating an MCP server with Speakeasy can make accessing your API services easy for AI agents, allowing for seamless integration and workflow building. With the power of MCP server and the Speakeasy platform, you can take your AI developer platform to the next level.

FAQs

  • What is an MCP server?
    An MCP server is a server that uses the Model Context Protocol to provide easy access to API services for AI agents.
  • What is Speakeasy?
    Speakeasy is a platform that generates an MCP server and provides tools for building agentic workflows.
  • How does Speakeasy work?
    Speakeasy uses your OpenAPI spec to generate an MCP server and provides a platform for developing evals, prompts, and custom toolsets.
  • What is the benefit of using Speakeasy?
    The benefit of using Speakeasy is that it makes accessing your API services easy for AI agents, allowing for seamless integration and workflow building.
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Linda Torries – Tech Writer & Digital Trends Analyst

Linda Torries – Tech Writer & Digital Trends Analyst

Linda Torries is a skilled technology writer with a passion for exploring the latest innovations in the digital world. With years of experience in tech journalism, she has written insightful articles on topics such as artificial intelligence, cybersecurity, software development, and consumer electronics. Her writing style is clear, engaging, and informative, making complex tech concepts accessible to a wide audience. Linda stays ahead of industry trends, providing readers with up-to-date analysis and expert opinions on emerging technologies. When she's not writing, she enjoys testing new gadgets, reviewing apps, and sharing practical tech tips to help users navigate the fast-paced digital landscape.

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