MCP server directory

mcp-prompt-optimizer

One of the ways to connect Prompt Optimizer

Professional cloud-based MCP server for AI-powered prompt optimization with intelligent context detection, Bayesian optimization, AG-UI real-time optimization, template auto-save, optimization insights, personal model configuration via WebUI, team collabo

MCP Prompt Optimizer allows agents to optimize AI prompts for production by using a multi-tiered routing system, deterministic assertions, and runtime fetching to prove prompt effectiveness and prevent regressions.

Version:: 3.8.9
Publisher:: nivlewd
Company:: Prompt Optimizer (third-party)
Docs:: promptoptimizer.xyz/docs
Pricing:: Free to start, with Pro and Enterprise tiers available.; Summary written by google/gemini-2.5-flash-lite from the server’s own site and README; facts above come from the registries.; Logo: https://promptoptimizer.xyz/og-image.png

Install

Generated from the server’s transport data — never hand-written. Placeholders in angle brackets are yours to fill.

Run it with its own identity, a budget you set, and every call audited — no local config to keep in sync.

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What it can do

No capability summary yet — the publisher has not declared one and it has not been verified.