Prompt Ops MCP
Rank #47,098glama/heyjustinai/prompt-ops-mcp
Optimizes prompts using meta-prompting techniques through a two-turn approach that first provides optimization guidelines and then refines the prompt for enhanced quality and effectiveness.
Prompt Ops MCP is a Model Context Protocol (MCP) server published by heyjustinai. It ranks #47,098 of 137,138 servers tracked on MCP Toplist, and its repository has 4 GitHub stars. Prompt Ops MCP is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Jan 5, 2026.
Ranks ahead of 90,040 of 137,138 servers on MCP Toplist.
Use Prompt Ops MCP
No credentials or required configuration declared — add it to your MCP client and go.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2Fheyjustinai%2Fprompt-ops-mcp)<a href="https://mcptoplist.com/server/glama%2Fheyjustinai%2Fprompt-ops-mcp"><img src="https://mcptoplist.com/badge/glama%2Fheyjustinai%2Fprompt-ops-mcp.svg" alt="MCP Toplist: Top 50% of 137,138" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
heyjustinai
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- Who maintains Prompt Ops MCP?
- Prompt Ops MCP is maintained by heyjustinai, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is Prompt Ops MCP listed on the Official MCP Registry?
- Prompt Ops MCP is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Prompt Ops MCP have?
- Prompt Ops MCP ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for Prompt Ops MCP?
- The source code for Prompt Ops MCP is hosted at github.com/heyjustinai/prompt-ops-mcp.
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