system-prompt-curator vs io.github.samouh-waleed/prompyai
system-prompt-curator is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑16.
system-prompt-curator is a plugin bundle for AI coding tools published by Avi Fenesh. No marketplace we read lists it any more. io.github.samouh-waleed/prompyai is an MCP server published by samouh-waleed. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-29. A plugin in this pair is no longer listed on any marketplace we read, so search engines are asked not to index the page.
Where each is published
| Marketplace |  io.github.samouh-waleed/prompyai | |
|---|---|---|
| Community marketplace agent-sh/system-prompt-curator | Removed on 2026-10-16 Version: 2.1.0 Forks (GitHub): 2 Stars (GitHub): 1 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 0.1.1 Downloads/month (npm): 124 Downloads/week (npm): 16 Forks (GitHub): 0 Stars (GitHub): 1 Not marked · First seen |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
The facts side by side
| Fact | system-prompt-curatorno longer listed · | io.github.samouh-waleed/prompyai |
|---|---|---|
| Marketplaces that list it (differs) | 0 | 1 |
| Stars (GitHub) | 1 | 1 |
| Forks (GitHub) (differs) | 2 | 0 |
| Last release | Not published | Not published |
| Where it runs (differs) | Installs as a plugin bundle | On your machine (prompyai-mcp) |
| Transport (differs) | Not stated | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | Not published | 1, secrets among them: 1 |
| Parts of the bundle (differs) | 2 | Not a bundle |
| Licence (differs) | MIT | Not stated |
| Repository (differs) | github.com/agent-sh/system-prompt-curator | github.com/samouh-waleed/prompyai |
| Changes in the last 7 days | 0 | 0 |
| First seen (differs) | 2026-10-15 | 2026-10-11 |
Lines where the two differ have a tinted background and bold values. No value is marked better or worse: a plugin no marketplace lists any more is shown with its last known data, which we do not rank against current figures.
What to use instead of system-prompt-curator
Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.
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Auto-enhances vague prompts into well-structured, context-aware prompts before Claude responds. Includes four skills: /enhance (general), /enhance-code (detects your tech stack…
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Review your AI agent's code as it writes it. Leave comments on diffs, submit structured feedback, and watch the agent fix things in real time — all from your terminal
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Generate ready-to-paste Claude Code prompts with the right agent, orchestration pattern, and safety rails. Orchestrator synthesises patterns from 6 open-source projects into a…
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Self-correcting loop engineering and automated codebase research.
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Intelligent prompt optimization using skill-based architecture. Enriches vague prompts with research-based clarifying questions before Claude Code executes them
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Get a second opinion from GPT-6 Astra via Codex CLI before big decisions.
What each says it does
system-prompt-curator
Create and improve autonomous coding-agent prompts: context, done criteria, constraints with reasons, and harness checks
io.github.samouh-waleed/prompyai
Scores your prompts against your real codebase — context-aware prompt intelligence
How to run each
system-prompt-curator
No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.
io.github.samouh-waleed/prompyai As a local MCP server: npm package
claude mcp add --env "ANTHROPIC_API_KEY=<YOUR_ANTHROPIC_API_KEY>" --transport stdio prompyai -- npx -y prompyai-mcpRequires: ANTHROPIC_API_KEY (secret)
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
Neither one's marketplaces publish a list of tools, so there is nothing to compare.
Settings each asks for
The marketplaces of system-prompt-curator publish no settings it asks for, so we do not compare settings.
What it can do: system-prompt-curator · What it can do: io.github.samouh-waleed/prompyai · Compare two other plugins
Data comes from public marketplace files in GitHub repositories of their authors. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.