supercorp-ai/supergateway

• highreadme#1

  Reposition README's opening to emphasize "AI gateway" role

  Why:

  CURRENT

  **Supergateway** runs **MCP stdio-based servers** over **SSE (Server-Sent Events)** or **WebSockets (WS)** with one command. This is useful for remote access, debugging, or connecting to clients when your MCP server only supports stdio.

  COPY-PASTE FIX

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  **Supergateway** is an **AI gateway** that runs **MCP stdio-based servers** over **SSE (Server-Sent Events)** or **WebSockets (WS)** with one command. It enables remote access, debugging, and connecting clients to your AI/MCP server even if it only supports stdio.

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• hightopics#2

  Add relevant topics for better categorization

  Why:

  COPY-PASTE FIX

  Copy

  ai-gateway, server-sent-events, websockets, stdio, mcp, protocol-bridge, api-gateway, ai-tools, remote-access

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• mediumexamples#3

  Add an example demonstrating an AI-specific use case

  Why:

  COPY-PASTE FIX

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  ## AI Use Case Example
  
  To expose a local AI model's stdio interface as an SSE endpoint for a web application:
  
  ```bash
  npx -y supergateway --stdio "python -u my_ai_model.py" --outputTransport sse --port 8000
  ```
  
  This allows your web frontend to connect to `http://localhost:8000/sse` to stream responses from `my_ai_model.py`.

  OpenDoneDismiss

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• CATEGORY QUERY

  How to expose a command-line application's input/output stream via a web-based protocol?

  you: not recommended
  AI recommended (in order):

  1. Node.js
  2. ws
  3. Python
  4. Flask-SocketIO
  5. Go
  6. Java
  7. child_process
  8. xterm.js
  9. subprocess
  10. Django Channels
  11. gotty
  12. ttyd
  13. Shell In A Box
  14. Apache Guacamole
  15. Flask
  16. Express.js
  17. Spring Boot
  18. tmux
  19. screen

  AI recommended 19 alternatives but never named supercorp-ai/supergateway. This is the gap to close.

  Show full AI answer
• CATEGORY QUERY

  Seeking a utility to convert incoming server-sent events into a standard process input stream.

  you: not recommended
  AI recommended (in order):

  1. curl
  2. Invoke-WebRequest
  3. fetch
  4. node-fetch (node-fetch/node-fetch)
  5. requests (psf/requests)
  6. EventSource
  7. eventsource (EventSource/eventsource)
  8. wget

  AI recommended 8 alternatives but never named supercorp-ai/supergateway. This is the gap to close.

  Show full AI answer

• Metadata completeness

  warn

  Suggestion:

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of supercorp-ai/supergateway?

  pass
  ✓AI named supercorp-ai/supergateway explicitly

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

• If a team adopts supercorp-ai/supergateway in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI named supercorp-ai/supergateway explicitly

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

• In one sentence, what problem does the repo supercorp-ai/supergateway solve, and who is the primary audience?

  pass
  ⚠AI did not name supercorp-ai/supergateway — likely talking about a different project

  AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?