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8 clients · secrets stay placeholders

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{
  "mcpServers": {
    "ai-prompt-optimizer": {
      "type": "http",
      "url": "https://api.lazy-mac.com/ai-prompt-optimizer/mcp"
    }
  }
}

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"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "ai-prompt-optimizer": {
      "type": "remote",
      "url": "https://api.lazy-mac.com/ai-prompt-optimizer/mcp",
      "enabled": true
    }
  }
}

{
  "mcpServers": {
    "ai-prompt-optimizer": {
      "type": "http",
      "url": "https://api.lazy-mac.com/ai-prompt-optimizer/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=ai-prompt-optimizer&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYXBpLmxhenktbWFjLmNvbS9haS1wcm9tcHQtb3B0aW1pemVyL21jcCJ9"
}

{
  "servers": {
    "ai-prompt-optimizer": {
      "type": "http",
      "url": "https://api.lazy-mac.com/ai-prompt-optimizer/mcp"
    }
  }
}

{
  "mcpServers": {
    "ai-prompt-optimizer": {
      "httpUrl": "https://api.lazy-mac.com/ai-prompt-optimizer/mcp"
    }
  }
}

extensions:
  "ai-prompt-optimizer":
    enabled: true
    name: "ai-prompt-optimizer"
    type: streamable_http
    uri: "https://api.lazy-mac.com/ai-prompt-optimizer/mcp"
    timeout: 300

Quality 76 / 100good

protocol75 · weight 25

warn
protocol.modernnewest supported version is 2024-11-05; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
n/a
protocol.statelessonly applies to 2026-07-28 servers
pass
protocol.transportstreamable HTTP
n/a
protocol.list_ttlonly applies to 2026-07-28 servers

authorizationn/a · weight 15

n/a
auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
n/a
auth.secret_in_urlno templated URL

tool hygiene64 · weight 30

warn
tools.descriptions1 of 5 tools have a description under 20 characters
pass
tools.description_lengthdescriptions are concise
pass
tools.schemasevery tool has an object input schema
fail
tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
fail
tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: optimize_prompt (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); analyze_prompt (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); compare_prompts (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
pass
tools.token_costabout 269 tokens to load every tool
pass
tools.api_dumptools are not a one-to-one API dump

stability100 · weight 15

pass
stability.changesno tool changes in 30 days
pass
stability.rug_pullno tool changed its meaning under the same name

dependenciesn/a · weight 15

n/a
deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

5 tools, about 269 tokens to load them all · tool set f9c8a7dd2cda · checked 2026-10-19 12:00 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 86 / 100

provenance80

liveness97

freshness65

hygiene100

+repository +namespace-matches-repo +reachable +uptime-94% ~updated-156d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remote	auth	reachable	uptime 30d	p50	protocol	last ok
`https://api.lazy-mac.com/ai-prompt-optimizer/mcp` streamable-http	none	yes	94%	246 ms	2024-11-05	2026-10-19

Tools (5)

`analyze_prompt`	Analyze a prompt for clarity score, filler patterns, ambiguity, and improvement suggestions.
`compare_prompts`	Compare two prompts. Returns winner by clarity score and token delta.
`estimate_tokens`	Estimate token count of a prompt or batch of texts.
`health_check`	Check API health.
`optimize_prompt`	Optimize a prompt by removing filler words, compressing verbosity, and returning token savings.

Schemas: list_tools.

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Official server.json

{
  "name": "io.github.lazymac2x/ai-prompt-optimizer",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-09-29/server.schema.json",
  "remotes": [
    {
      "url": "https://api.lazy-mac.com/ai-prompt-optimizer/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "repository": {
    "url": "https://github.com/lazymac2x/ai-prompt-optimizer-api",
    "source": "github"
  },
  "description": "Cloudflare Workers MCP server: ai-prompt-optimizer"
}