Scores, compiles & optimizes prompts for any LLM. Zero AI calls inside. Freemium.
io.github.rishiatlan/claude-prompt-optimizer
https://github.com/rishiatlan/Claude-Prompt-Optimizer-MCP
STDIO
No auth required
Hosted endpoint — paste into any MCP client.
Configuration this server reads at startup.
Set to 'true' to enable Pro tier via environment variable (alternative to license key)
Log verbosity level: debug, info, warn, error
Where to find authoritative docs and source for claude-prompt-optimizer.
Open MCP Agent Studio and connect this server to Claude, GPT, Gemini, DeepSeek and more — no install required.
Open Agent Studio