ZBS Index What actually exists in applied AI, with the source next to it

mcp server

Promptheus

AI-powered prompt refinement with adaptive questioning and multi-provider support (6+ LLM backends)

Description as published by the maintainer. Source

  • version 0.3.1
  • slowing

slowing — Most recent push to the repository was 2026-03-17.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
GitHub stars 17 Number of GitHub accounts that bookmarked this repository since it was created. It is a bookmark count, not installs, not active users and not quality. cumulative, all time GitHub
Last commit 2026-03-17 Date of the most recent push to any branch. This is the strongest cheap indicator of whether the project is still maintained. point in time GitHub
Open issues 2 Open issues plus open pull requests, as GitHub counts them together. A high number can mean an active project or an abandoned one. as of fetch GitHub
Latest published version 0.3.1 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2025-12-10 When the registry record was last updated by its maintainer. point in time Model Context Protocol
License MIT Licence GitHub detected in the repository. Detection can be wrong; the LICENSE file is authoritative. as of fetch GitHub
First listed in the MCP Registry 2025-12-10 Date this server was first published to the official MCP Registry. Not a usage or quality measure. point in time Model Context Protocol
repository status active The repository exists on GitHub and is not archived. This says nothing about how recently it was worked on. as of fetch GitHub

Where to get it

Related, by what their authors tagged them

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  • dev.safeprompt/mcp — last commit 2026-08-03, shares openai, prompt, prompt-engineering
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  • Oh My Posh Validator — last commit 2026-08-06, shares prompt
    Validate oh-my-posh configurations and segment snippets against the official schema.
  • io.github.bahfahh/noteit-mcp — last commit 2025-12-13, shares prompt
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  • code-yeongyu-oh-my-openagent-agent-browser — last commit 2026-08-06, shares chatgpt, gemini, openai
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  • code-yeongyu-oh-my-openagent-codex-qa — last commit 2026-08-06, shares chatgpt, gemini, openai
    QA the omo Codex Light edition (lazycodex / packages/omo-codex) itself, in strict isolation so ONLY our plugin is exerc…
  • code-yeongyu-oh-my-openagent-comment-checker — last commit 2026-08-06, shares chatgpt, gemini, openai
    Use when Codex needs to understand or respond to automatic comment-checker feedback emitted after an edit-like PostTool…

These share tags the maintainers applied themselves, such as gemini, groq, openai, glm. Common tags like "mcp" or "ai" are ignored for this: agreeing with six hundred other projects is not a similarity.

This is not a recommendation and not a test result. It is a map of what the authors said their work is about.

How the author describes it

Topics the maintainer set on GitHub: chatgpt, claude, claude-code, codex, gemini, glm, groq, openai, prompt, prompt-engineering, qwen.

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Sources

  1. abhichandra21/Promptheus on GitHub — GitHub, observed , trust tier 3.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.