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Created by Shaunak Ghosh
Reverse-engineer what makes MCP bots shareable, then design, build, harden, and distribute your own MCP server. By the end, you will have a publishable MCP bot with a crisp demo, reliable tool contracts, and a practical launch plan for community adoption.
8 modules • Each builds on the previous one
Reverse-engineer why Clawdbot/Moltbot-style MCP bots get shared: the problem they solve, the “aha” demo moment, and the distribution loop that turns utility into virality.
Learn the MCP building blocks you must implement and design around: server/client roles, tools vs resources vs prompts, schemas, transports, and lifecycle considerations.
Choose a problem that is painful, common, and demoable in minutes—while being feasible with MCP constraints (auth, data access, safety). Validate with lightweight community signals.
Design the MCP surface area that makes your bot feel “smart”: tool contracts, resource models, prompt templates, naming conventions, and guardrails for safe usage.
Build the minimal functional MCP server: project structure, tool handlers, resource endpoints, prompt templates, configuration, auth/secrets handling, logging, and rate limiting.
Make your MCP bot reliable: contract tests for tool schemas, mock clients, golden test cases, structured error reporting, observability, and debugging tool-call loops.
Prepare your MCP bot for adoption: packaging formats, versioning, installation paths, configuration UX, security notes, and a README that enables a 5-minute success demo.
Ship your bot into the community: create a launch narrative, demo assets, issue templates, feedback loops, and a roadmap cadence that converts early users into advocates.
Begin your learning journey
In-video quizzes and scaffolded content to maximize retention.