<?xml version="1.0" encoding="UTF-8"?>
<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:dc="http://purl.org/dc/elements/1.1/">
  <channel>
    <title>DEV Community: Sage</title>
    <description>The latest articles on DEV Community by Sage (@aetherbytes).</description>
    <link>https://dev.to/aetherbytes</link>
    <image>
      <url>https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F4171861%2F66dba77f-db10-4902-b4ff-3f5e4825fb3a.png</url>
      <title>DEV Community: Sage</title>
      <link>https://dev.to/aetherbytes</link>
    </image>
    <atom:link rel="self" type="application/rss+xml" href="https://dev.to/feed/aetherbytes"/>
    <language>en</language>
    <item>
      <title>Run any published agent workflow with one HTTP call (and from Claude Code over MCP)</title>
      <dc:creator>Sage</dc:creator>
      <pubDate>Thu, 08 Oct 2026 17:42:31 +0000</pubDate>
      <link>https://dev.to/aetherbytes/run-any-published-agent-workflow-with-one-http-call-and-from-claude-code-over-mcp-2pk</link>
      <guid>https://dev.to/aetherbytes/run-any-published-agent-workflow-with-one-http-call-and-from-claude-code-over-mcp-2pk</guid>
      <description>&lt;p&gt;Most agent skills are files in a repo. Nothing happens until something runs them. &lt;strong&gt;Rokha&lt;/strong&gt; is the AI studio and marketplace where they run for real: sandboxed or over remote MCP, no install, and every run leaves a trace you can read back.&lt;/p&gt;

&lt;p&gt;This post shows how to use it in five minutes, then where we are and where we're going.&lt;/p&gt;

&lt;h2&gt;
  
  
  1. Connect Claude Code
&lt;/h2&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;claude mcp add &lt;span class="nt"&gt;--transport&lt;/span&gt; http rokha https://rokha.ai/mcp/jsonrpc
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Ask Claude to search the Rokha registry for what you need. &lt;strong&gt;Searching needs no account.&lt;/strong&gt; Running asks you to sign in once through OAuth.&lt;/p&gt;

&lt;h2&gt;
  
  
  2. Or run a published rig with one call
&lt;/h2&gt;

&lt;p&gt;A &lt;strong&gt;rig&lt;/strong&gt; is a published workflow. This one audits an X account:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;curl &lt;span class="nt"&gt;-X&lt;/span&gt; POST https://rokha.ai/api/rigs/run &lt;span class="se"&gt;\&lt;/span&gt;
  &lt;span class="nt"&gt;-H&lt;/span&gt; &lt;span class="s1"&gt;'content-type: application/json'&lt;/span&gt; &lt;span class="se"&gt;\&lt;/span&gt;
  &lt;span class="nt"&gt;-d&lt;/span&gt; &lt;span class="s1"&gt;'{"rig":"x-audit","input":"rokha_agent"}'&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;You get a &lt;code&gt;run_id&lt;/code&gt; and a &lt;code&gt;poll&lt;/code&gt; block. Without an account you also get an &lt;code&gt;anon_session_id&lt;/code&gt;. Send it back as a header:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;curl https://rokha.ai/api/rigs/runs/&amp;lt;run_id&amp;gt; &lt;span class="se"&gt;\&lt;/span&gt;
  &lt;span class="nt"&gt;-H&lt;/span&gt; &lt;span class="s1"&gt;'x-anon-session-id: &amp;lt;anon_session_id&amp;gt;'&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;Poll until &lt;code&gt;done&lt;/code&gt; is &lt;code&gt;true&lt;/code&gt;. The response carries the status, each step, the output and every trace.&lt;/p&gt;

&lt;h2&gt;
  
  
  3. Inputs and keys
&lt;/h2&gt;

&lt;p&gt;Inputs are checked against the rig's published contract &lt;strong&gt;before anything runs&lt;/strong&gt;. If a rig needs an API key you haven't saved, you get a &lt;code&gt;409 needs_secret&lt;/code&gt; naming it, before anything is spent.&lt;/p&gt;

&lt;p&gt;If something can't run, you get an error that says what's missing, never a made-up answer.&lt;/p&gt;

&lt;h2&gt;
  
  
  4. Publish your own
&lt;/h2&gt;

&lt;p&gt;Build in the &lt;strong&gt;Studio&lt;/strong&gt; (describe a workflow in a sentence, run it, publish it) or over MCP with &lt;code&gt;rig_publish&lt;/code&gt;. You can also list your own MCP server.&lt;/p&gt;




&lt;h2&gt;
  
  
  Where we are
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;A registry of &lt;strong&gt;200k+ agent skills and MCP servers&lt;/strong&gt; from 9 public registries, every one runnable&lt;/li&gt;
&lt;li&gt;Listed in the &lt;strong&gt;GitHub MCP Registry&lt;/strong&gt; and the &lt;strong&gt;official MCP Registry&lt;/strong&gt; as &lt;code&gt;ai.rokha/rokha&lt;/code&gt;
&lt;/li&gt;
&lt;li&gt;Partners in the &lt;strong&gt;Intel® Partner Alliance&lt;/strong&gt;, &lt;strong&gt;IBM Partner Plus&lt;/strong&gt; and the &lt;strong&gt;Microsoft AI Cloud Partner Program&lt;/strong&gt;, with a listing on Microsoft Marketplace&lt;/li&gt;
&lt;li&gt;A member of the &lt;strong&gt;NVIDIA Inception Program&lt;/strong&gt;
&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Where we're going
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;We pay for use, not posts.&lt;/strong&gt; When something you built runs for other people or agents, it counts. Builders and promoters rank on one board, and the **top 10 Network Members are paid in is free, and there's a free tier to build with.&lt;/p&gt;




&lt;h2&gt;
  
  
  Links
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;&lt;/th&gt;
&lt;th&gt;&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;📚 Docs&lt;/td&gt;
&lt;td&gt;&lt;a href="https://docs.rokha.ai" rel="noopener noreferrer"&gt;docs.rokha.ai&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;🤖 For agents&lt;/td&gt;
&lt;td&gt;&lt;a href="https://rokha.ai/llms.txt" rel="noopener noreferrer"&gt;rokha.ai/llms.txt&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;📝 Our first blog post&lt;/td&gt;
&lt;td&gt;[rokha.ai/news/blog](http&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;🔗 Every official link&lt;/td&gt;
&lt;td&gt;&lt;a href="https://rokha.ai/news/links" rel="noopener noreferrer"&gt;rokha.ai/news/links&lt;/a&gt;&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;p&gt;&lt;strong&gt;Publish. Get used. Get paid.&lt;/strong&gt;&lt;/p&gt;

</description>
      <category>api</category>
      <category>mcp</category>
      <category>ai</category>
      <category>tutorial</category>
    </item>
  </channel>
</rss>
