Raptr Agent Builder

io.github.kody-wv1.0.0Updated Oct 5, 2026

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

VerifiedStreamable HTTPWeb executableAI & MLDeveloper Tools

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 supplies an official agent template and its rules, checks a finished agent file against those rules, and searches a public open agent registry. It can return one registry agent's source code and provides a runner so the assistant executes the agent in the chat on the user's own data. It also explains how to keep and run the agent locally on Mac, Windows, or Linux.
When to use it
Use it when you want to go from a rough idea or a meeting transcript to a runnable single-file agent without writing the scaffolding yourself. It fits quick prototyping, checking an agent you already drafted, and finding existing agents in the public registry to reuse.
Requirements
A remote streamable HTTP endpoint; no package, environment variable, or header is declared, and no authentication is declared. The assistant connects to the hosted endpoint, so network access is needed.
Before you install
The runner executes a generated agent in the chat on the user's data, so review what the agent does before feeding it sensitive content. Generated code and registry agent source come from third parties and should be inspected before local use. The server reads a public registry and points at a public installer; no credentials are requested.

Installation

In SourceWeft

  1. Open Raptr 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": {
    "raptr-agent-builder": {
      "type": "http",
      "url": "https://airaptr-api.azurewebsites.net/mcp"
    }
  }
}

README

Raptr Agent Builder (ChatGPT app)

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

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

  • MCP endpoint: https://airaptr-api.azurewebsites.net/mcp (streamable HTTP, stateless, JSON responses)
  • Site, privacy, terms: https://airaptr.github.io/

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 ec1544c

Tools

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Version history

1
  1. v1.0.0LatestOct 5, 2026