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Manuel Bruña
Manuel Bruña

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Bootstrapping projects from guided prompts with MCP

Prompting an agent to create a project is easy.

Getting repeatable project structure is harder.

That is why I built Bootstrap Project MCP.

Repo:
https://github.com/tecnomanu/bootstrap-project-mcp

The idea: use MCP to create complete projects from templates and guided prompts.

Instead of starting every new project from a vague prompt, the agent can call a tool, ask for the right inputs and generate a working base.

The first version focused on MCP templates:

  • basic
  • api integration
  • http

It also supports different creation modes:

  • assistant
  • interactive
  • quick

The project came from a technical demo, but the bigger idea is still useful: agents need repeatable workflows, not only free-form text generation.

A good template gives the agent a solid starting point.

APC can then help keep long-term project context clean after the project exists.

So I see these as connected layers:

  • Bootstrap Project MCP creates the starting structure
  • APC stores durable project context
  • MCP tools connect the agent to useful capabilities

If you build with agents, I think project bootstrapping should become more explicit and less magical.

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