Is the ultimate-prompt-optimizer-mcp MCP server actively maintained?

The ultimate-prompt-optimizer-mcp MCP server was last committed 21d ago and has 0 contributors. Issue health: 50% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

ultimate-prompt-optimizer-mcp MCP Server

Name: yanlong-iao/ultimate-prompt-optimizer-mcp
Rating: 3.1 (1 reviews)
Author: yanlong-iao

yanlong-iao/ultimate-prompt-optimizer-mcp

Score: 52.5 Rank #14883 MCP Server

[![AgentRank](https://agentrank-ai.com/api/v1/badge/yanlong-iao--ultimate-prompt-optimizer-mcp)](https://agentrank-ai.com/tool/yanlong-iao--ultimate-prompt-optimizer-mcp/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)

Are you the maintainer of yanlong-iao/ultimate-prompt-optimizer-mcp? Claim this listing →

MCP server for prompt engineering: candidate prompts, LangGPT structuring, iterative optimization, promptfoo-style evals and DSPy-style train/dev search. Bring your own OpenAI-compatible key.

Add AgentRank to Claude Code Discover and compare tools like yanlong-iao/ultimate-prompt-optimizer-mcp — your AI finds the right one automatically

Get API Access →

claude mcp add agentrank -- npx -y agentrank-mcp-server

Overview

yanlong-iao/ultimate-prompt-optimizer-mcp is a TypeScript MCP server licensed under MIT. MCP server for prompt engineering: candidate prompts, LangGPT structuring, iterative optimization, promptfoo-style evals and DSPy-style train/dev search. Bring your own OpenAI-compatible key.

Ranked #14883 out of 24846 indexed tools.

Ecosystem

TypeScript MIT

Score Breakdown

Stars 15% 1

1 stars → early stage

Freshness 25% 21d ago

Last commit 21d ago → recently updated

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads N/A

Forks 0

Description Detailed

License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

Badge all embed codes →

Markdown

[![AgentRank](https://agentrank-ai.com/api/v1/badge/yanlong-iao--ultimate-prompt-optimizer-mcp)](https://agentrank-ai.com/tool/yanlong-iao--ultimate-prompt-optimizer-mcp/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)

HTML

<a href="https://agentrank-ai.com/tool/yanlong-iao--ultimate-prompt-optimizer-mcp/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/v1/badge/yanlong-iao--ultimate-prompt-optimizer-mcp" alt="AgentRank"></a>

Embed Widget docs →

HTML

<script src="https://agentrank-ai.com/embed.js" data-tool="yanlong-iao/ultimate-prompt-optimizer-mcp"></script>

Details

Stars: 1
Forks: 0
Open Issues: 0
Closed Issues: 0
Contributors: 0
Dependents: —
Language: TypeScript
License: MIT
Last Commit: 21d ago

Matched Queries

"mcp server""mcp-server"topic:mcp

See alternatives to yanlong-iao/ultimate-prompt-optimizer-mcp → Browse mcp-server category → Best MCP Server MCP servers → Compare yanlong-iao/ultimate-prompt-optimizer-mcp → How to Build an MCP Server in 2026 →MCP Server Comparison: Top 10 Head-to-Head →

View on GitHub →