Ralph Wiggum Loop
Rank #35,951io.github.sheldonrobinson/ralph-wiggum-loop
Autonomous iterative AI development MCP server with spec-driven worker/reviewer SHIP/REVISE loops.
What you can do with Ralph Wiggum Loop
Ralph Wiggum Loop is a Model Context Protocol (MCP) server published by sheldonrobinson. It ranks #35,951 of 176,402 active servers on MCP Toplist. Ralph Wiggum Loop is listed across 2 registries — Official MCP and Glama, with 1 tracked version. It was first listed on Oct 23, 2026 and most recently updated on Oct 23, 2026.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What Ralph Wiggum Loop can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using Ralph Wiggum Loop
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Glama, last synced Nov 14, 2026. Not independently verified by MCP Toplist.
- RALPH_STATE_BASE · optional
- RALPH_RECIPE_DIR · optional
Connect Ralph Wiggum Loop and confirm it works
Published as mcp bundle `https://github.com/sheldonrobinson/ralph-wiggum-loop/releases/download/v1.1.0/ralph-wiggum-loop.sh.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/sheldonrobinson/ralph-wiggum-loop/releases/download/v1.1.0/ralph-wiggum-loop.pwsh.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/sheldonrobinson/ralph-wiggum-loop/releases/download/v1.1.0/ralph-wiggum-loop.sh.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/sheldonrobinson/ralph-wiggum-loop/releases/download/v1.1.0/ralph-wiggum-loop.pwsh.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/sheldonrobinson/ralph-wiggum-loop/releases/download/v1.1.0/ralph-wiggum-loop.sh.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/sheldonrobinson/ralph-wiggum-loop/releases/download/v1.1.0/ralph-wiggum-loop.pwsh.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/sheldonrobinson/ralph-wiggum-loop/releases/download/v1.1.0/ralph-wiggum-loop.sh.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/sheldonrobinson/ralph-wiggum-loop/releases/download/v1.1.0/ralph-wiggum-loop.pwsh.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/sheldonrobinson/ralph-wiggum-loop/releases/download/v1.1.0/ralph-wiggum-loop.sh.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/sheldonrobinson/ralph-wiggum-loop/releases/download/v1.1.0/ralph-wiggum-loop.pwsh.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/sheldonrobinson/ralph-wiggum-loop/releases/download/v1.1.0/ralph-wiggum-loop.sh.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/sheldonrobinson/ralph-wiggum-loop/releases/download/v1.1.0/ralph-wiggum-loop.pwsh.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/sheldonrobinson/ralph-wiggum-loop/releases/download/v1.1.0/ralph-wiggum-loop.sh.mcpb` — install it through your client’s extension manager.
Published as mcp bundle `https://github.com/sheldonrobinson/ralph-wiggum-loop/releases/download/v1.1.0/ralph-wiggum-loop.pwsh.mcpb` — install it through your client’s extension manager.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
When to choose another server
No task-specific alternatives are catalogued for Ralph Wiggum Loopyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Oct 23, 2026
- Latest version published
- Oct 23, 2026
- Version history
- 1 version tracked (below)
- Requirements evidence
- Declared by Glama, last synced Nov 14, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Nov 14, 2026
- Official MCP ↗listed since Oct 23, 2026 · still listed
- Glama ↗listed since Oct 23, 2026 · still listed
Do you maintain Ralph Wiggum Loop? to show as its verified maintainer and add your own summary, sign-in details and links. The rest of this page is read from the registry listings and from MCP Toplist's own connection check.
Available versions (1)
| Version | Published |
|---|---|
| 1.1.0 | Oct 23, 2026 |
Ranks ahead of 140,451 of 176,402 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/io.github.sheldonrobinson%2Fralph-wiggum-loop)<a href="https://mcptoplist.com/server/io.github.sheldonrobinson%2Fralph-wiggum-loop"><img src="https://mcptoplist.com/badge/io.github.sheldonrobinson%2Fralph-wiggum-loop.svg" alt="MCP Toplist: Top 25% of 176,402" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains Ralph Wiggum Loop?
- Ralph Wiggum Loop is maintained by sheldonrobinson, which publishes 3 MCP servers (1 total version) tracked on MCP Toplist.
- Is Ralph Wiggum Loop listed on the Official MCP Registry?
- Yes — Ralph Wiggum Loop is listed on the Official MCP Registry, alongside Glama.
- How many versions does Ralph Wiggum Loop have?
- MCP Toplist tracks 1 version of Ralph Wiggum Loop, most recently published on Oct 23, 2026.
- Where can I find the source code for Ralph Wiggum Loop?
- The source code for Ralph Wiggum Loop is hosted at github.com/sheldonrobinson/ralph-wiggum-loop.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.