Rapp Agent Builder

io.github.kody-wv1.0.0Updated Oct 4, 2026

Turn an idea or meeting transcript into a working single-file AI agent, check it, use it right away.

VerifiedStreamable HTTPWeb executableDeveloper ToolsAI & ML

Overview

AI-generated overview

Turns an idea or meeting transcript into a working single-file AI agent, checks it against rules, and runs it in chat.

What it does
This remote MCP server supports building a single-file RAPP agent from an idea or a meeting transcript. It supplies the official agent template and its rules, validates a finished agent file against those rules, and searches the public RAPP Agent Registry, returning a registry agent's source code. It also provides a runner so the assistant can execute the agent in the chat on the user's data, plus optional instructions for running the agent locally.
When to use it
Use it when you want to draft, validate, or reuse a small single-file agent without writing the scaffolding yourself, or when you want to find an existing agent in the public registry and run it in the conversation. It is aimed at quick agent prototyping from a prompt or transcript rather than large multi-service systems.
Requirements
A remote streamable HTTP endpoint; no packages, environment variables, or headers are declared, and no authentication is declared. The assistant must be able to reach the endpoint over the network. Running a generated agent locally is optional and is described by the server's own instructions.
Before you install
The server is stateless and remote, so prompts, transcripts, and agent files you submit are sent to a third-party endpoint. The runner tool executes a generated agent on your data inside the chat, so review what the agent does before pointing it at sensitive content. Registry agents returned by the lookup tools are third-party code; inspect them before running.

Installation

In SourceWeft

  1. Open Rapp Agent Builder in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "rapp-agent-builder": {
      "type": "http",
      "url": "https://rapp-agent-builder.azurewebsites.net/mcp"
    }
  }
}

README

RAPP Agent Builder (ChatGPT app)

A ChatGPT app that turns an idea or a meeting transcript into a working single-file RAPP agent. ChatGPT's own model writes the agent; this MCP server supplies the template, checks the result, searches the public RAPP Agent Registry, and explains how to run the agent in the free RAPP Brainstem.

It sits on top of the ecosystem and never changes the Brainstem: it reads the public registry and points at the public installer.

Tools

ToolWhat it does
get_agent_templateThe official template and its rules
check_agentChecks a finished agent file against the rules
find_agentsSearches the registry
get_agent_codeReturns one registry agent's source
use_agent_hereRunner so ChatGPT runs the agent in the chat on the user's data
how_to_run_agentOptional: keep it on your computer (Mac, Windows, Linux)

Develop

bash
node build_template.mjs ../RAR/template_agent.py   # refresh the embedded templatenpx wrangler dev                                   # local server on :8787node test/check_real_agents.mjs ../RAR             # checker vs. the template and every registry agenttest/mcp_smoke.sh http://localhost:8787            # drive the MCP endpointnpx wrangler deploy                                # Cloudflare hostazure/deploy.sh                                    # or Azure Functions

Listing copy for the ChatGPT app directory is in SUBMISSION.md.

Source: README.md at commit 0cf36d8

Tools

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Version history

1
  1. v1.0.0LatestOct 4, 2026