AI Prompt Optimizer API
Rank #54,985io.github.lazymac2x/ai-prompt-optimizer
Cloudflare Workers MCP server: ai-prompt-optimizer
AI Prompt Optimizer API is a Model Context Protocol (MCP) server published by lazymac2x. It ranks #54,985 of 115,460 servers tracked on MCP Toplist. AI Prompt Optimizer API is listed on Official MCP, with 1 tracked version. It was first listed on May 16, 2026 and most recently updated on May 16, 2026.
Ranks ahead of 60,475 of 115,460 servers on MCP Toplist.
Use AI Prompt Optimizer API
No credentials or required configuration declared — add it to your MCP client and go.
claude mcp add --transport http ai-prompt-optimizer https://api.lazy-mac.com/ai-prompt-optimizer/mcp[mcp_servers.ai-prompt-optimizer]
url = "https://api.lazy-mac.com/ai-prompt-optimizer/mcp"Add to ~/.codex/config.toml.
https://api.lazy-mac.com/ai-prompt-optimizer/mcpSettings → Connectors → “Add custom connector”, then paste this URL.
{
"mcpServers": {
"ai-prompt-optimizer": {
"url": "https://api.lazy-mac.com/ai-prompt-optimizer/mcp"
}
}
}Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project).
{
"servers": {
"ai-prompt-optimizer": {
"type": "http",
"url": "https://api.lazy-mac.com/ai-prompt-optimizer/mcp"
}
}
}Save as .vscode/mcp.json in your workspace.
{
"mcpServers": {
"ai-prompt-optimizer": {
"serverUrl": "https://api.lazy-mac.com/ai-prompt-optimizer/mcp"
}
}
}Add to ~/.codeium/windsurf/mcp_config.json.
{
"mcpServers": {
"ai-prompt-optimizer": {
"url": "https://api.lazy-mac.com/ai-prompt-optimizer/mcp"
}
}
}Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/io.github.lazymac2x%2Fai-prompt-optimizer)<a href="https://mcptoplist.com/server/io.github.lazymac2x%2Fai-prompt-optimizer"><img src="https://mcptoplist.com/badge/io.github.lazymac2x%2Fai-prompt-optimizer.svg" alt="MCP Toplist: Top 50% of 115,460" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
lazymac2x
Other servers by lazymac2x
- lazymac-mcp#46,399
- Agent Workflow Engine#53,344 · 1 ver
- AI Agent Scratchpad#53,345 · 1 ver
- AI Changelog Writer#53,346 · 1 ver
- mcpwatch#53,347 · 1 ver
- Accessibility Scorer#54,974 · 1 ver
- Agent Loop Detector API#54,975 · 1 ver
- Agent Memory#54,976 · 1 ver
- Agent Trace Auditor#54,977 · 1 ver
- AI Budget Planner API#54,978 · 1 ver
- AI Cost Optimizer#54,979 · 1 ver
- AI Crawler Policy API#54,980 · 1 ver
Available versions (1)
| Version | Published |
|---|---|
| 1.0.0 | May 16, 2026 |
Frequently asked questions
- Who maintains AI Prompt Optimizer API?
- AI Prompt Optimizer API is maintained by lazymac2x, which publishes 65 MCP servers (55 total versions) tracked on MCP Toplist.
- Is AI Prompt Optimizer API listed on the Official MCP Registry?
- Yes — AI Prompt Optimizer API is listed on the Official MCP Registry.
- How many versions does AI Prompt Optimizer API have?
- MCP Toplist tracks 1 version of AI Prompt Optimizer API, most recently published on May 16, 2026.
- Where can I find the source code for AI Prompt Optimizer API?
- The source code for AI Prompt Optimizer API is hosted at github.com/lazymac2x/ai-prompt-optimizer-api.