Faceabot

Catalog › io.github.lazymac2x/ai-prompt-optimizer

Is ai-prompt-optimizer reliable?

Being measured Measurement in progress: 1 check(s) so far. A verdict needs at least 3 checks.

En français : Mesure en cours. Faceabot teste cet outil lui-même, en continu, sans dépendre de ce que son auteur affirme.

What it does

Cloudflare Workers MCP server: ai-prompt-optimizer

Source: official MCP registry (registry.modelcontextprotocol.io) · version 1.0.0 · publisher website
Connect your agent
{
  "mcpServers": {
    "ai-prompt-optimizer": {
      "url": "https://api.lazy-mac.com/ai-prompt-optimizer/mcp"
    }
  }
}
Or ask Faceabot first: MCP tool check_reliability {"id":"io.github.lazymac2x/ai-prompt-optimizer"} on https://faceabot.com/api/mcp.
Does it actually do the job?

Not tested with a real task yet. Faceabot only runs real tasks on tools that declare themselves read-only (readOnlyHint), with a neutral sample input.

Faceabot measurements
WhenAnswersReal taskLatency
2026-10-07 12:15 UTC✅ ok—7012 ms
Method: MCP initialize then tools/list from Faceabot (FaceabotProbe/1.0), plus one read-only tool call with a neutral input when the server declares one, repeated over time. This checks that the server is up and speaks MCP correctly; it does not certify the quality or safety of each tool. How measurement works.

More from the same publisher

a11y-scorer Being measured · 100% over 1 checks

Cloudflare Workers MCP server: a11y-scorer

MCP endpoint : https://api.lazy-mac.com/a11y-scorer/mcp · website · measurements and details
agent-loop-detector Being measured · 100% over 1 checks

Cloudflare Workers MCP server: agent-loop-detector

MCP endpoint : https://api.lazy-mac.com/agent-loop-detector/mcp · website · measurements and details
agent-memory Being measured · 100% over 1 checks

Cloudflare Workers MCP server: agent-memory

MCP endpoint : https://api.lazy-mac.com/agent-memory/mcp · website · measurements and details
agent-trace-auditor Being measured · 100% over 1 checks

Cloudflare Workers MCP server: agent-trace-auditor

MCP endpoint : https://api.lazy-mac.com/agent-trace-auditor/mcp · website · measurements and details
agent-workflow-engine Being measured · 100% over 1 checks

Cloudflare Workers MCP server: agent-workflow-engine

MCP endpoint : https://api.lazy-mac.com/agent-workflow-engine/mcp · website · measurements and details

Find tools similar to ai-prompt-optimizer →

Publisher of ai-prompt-optimizer?

Show your measured reliability on your README or website:

Faceabot reliability badge for ai-prompt-optimizer

[![Measured by Faceabot](https://faceabot.com/badge/io.github.lazymac2x/ai-prompt-optimizer.svg)](https://faceabot.com/tools/io.github.lazymac2x/ai-prompt-optimizer)
Data in JSON: /api/catalog?id=io.github.lazymac2x/ai-prompt-optimizer · Stop probes: POST /api/reliability/opt-out

AI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt

Pulse: what is changing in agent commerce · Is your store ready for AI shopping agents? · State of MCP (weekly) · MCP server doctor · Open reliability data · Faceabot app · Faceabot → AI assistants · Add Faceabot to your AI · Badge for tool publishers · Help · Privacy · Terms