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I built an MCP server so community members can find collaborators
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I built an MCP server so community members can find collaborators

Building an MCP Server for Collaborative Learning

Overview of the MCP Server

  • The speaker developed a custom MCP server aimed at facilitating collaboration among school community members working on similar projects.
  • Users can search for specific workflows, such as agentic marketing strategies, and connect directly with others through their profiles.

Features of the MCP Server

  • The server allows users to access a comprehensive archive of posts and comments, enabling them to find past discussions relevant to their current challenges.
  • It includes transcripts from video courses and live calls within the school community, enhancing resource availability.

Technical Implementation

  • The MCP server utilizes scripts that scrape daily posts and comments from the community, which are then vectorized into a database hosted on Railway.
  • This setup provides agents with access to collective intelligence derived from all community interactions and educational content.

Value Proposition

  • By using the MCP server, agents gain insights from thousands of members engaged in various entrepreneurial activities, including app development and automation.
  • The service is available to all school community members alongside additional resources like Cortex OS and Claude Code Fundamentals video course.
Video description

I built my own MCP server to let AI Agents use my skool community for my members. Find people working on the same projects as you, ask about all the lessons, and find people to work with. #aiagents #claudecode #codex #vibecoding #aiautomation