MCP MeasureMCP Measure

index observed

MCP Automations

Summarize URLs, repurpose content, daily news digests, find competitors. Cost telemetry built in.

Should I use this

Quality & Safety

A
Description quality
83%
Schema completeness
80%
Naming quality
90%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (1)

  • LOWTool 'find_competitors' description lacks action verbin find_competitors

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~1,110Tokens (tool definitions)
~2.9 KBTypical response size
Moderate attention impact (0.87% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "mcp-automations": {
      "url": "https://mcp-automations.fly.dev/mcp"
    }
  }
}

Remote endpoints

https://mcp-automations.fly.dev/mcpstreamable-http

What it can do

Tool inventory

Tools (4)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢summarize_url(url, n_bullets)

Fetch a URL, extract clean article text, and return an N-bullet summary.

Input Schema

{
  "type": "object",
  "properties": {
    "url": {
      "title": "Url",
      "type": "string"
    },
    "n_bullets": {
      "default": 5,
      "title": "N Bullets",
      "type": "integer"
    }
  },
  "required": [
    "url"
  ],
  "title": "summarize_urlArguments"
}

Output Schema

{
  "type": "object",
  "properties": {
    "url": {
      "title": "Url",
      "type": "string"
    },
    "n_bullets": {
      "title": "N Bullets",
      "type": "integer"
    },
    "summary": {
      "title": "Summary",
      "type": "string"
    },
    "cost": {
      "$ref": "#/$defs/Cost"
    }
  },
  "required": [
    "url",
    "n_bullets",
    "summary",
    "cost"
  ],
  "$defs": {
    "Cost": {
      "description": "Per-call cost telemetry attached to every tool response.",
      "properties": {
        "model": {
          "title": "Model",
          "type": "string"
        },
        "input_tokens": {
          "default": 0,
          "title": "Input Tokens",
          "type": "integer"
        },
        "output_tokens": {
          "default": 0,
          "title": "Output Tokens",
          "type": "integer"
        },
        "usd": {
          "default": 0,
          "title": "Usd",
          "type": "number"
        }
      },
      "required": [
        "model"
      ],
      "title": "Cost",
      "type": "object"
    }
  },
  "title": "SummaryResponse"
}
⚪repurpose_content(text, format)

Repurpose long-form text into ``twitter_thread``, ``linkedin_post``, or ``newsletter``.

Input Schema

{
  "type": "object",
  "properties": {
    "text": {
      "title": "Text",
      "type": "string"
    },
    "format": {
      "default": "twitter_thread",
      "title": "Format",
      "type": "string"
    }
  },
  "required": [
    "text"
  ],
  "title": "repurpose_contentArguments"
}

Output Schema

{
  "type": "object",
  "properties": {
    "format": {
      "description": "twitter_thread, linkedin_post, or newsletter",
      "title": "Format",
      "type": "string"
    },
    "content": {
      "title": "Content",
      "type": "string"
    },
    "word_count": {
      "title": "Word Count",
      "type": "integer"
    },
    "cost": {
      "$ref": "#/$defs/Cost"
    }
  },
  "required": [
    "format",
    "content",
    "word_count",
    "cost"
  ],
  "$defs": {
    "Cost": {
      "description": "Per-call cost telemetry attached to every tool response.",
      "properties": {
        "model": {
          "title": "Model",
          "type": "string"
        },
        "input_tokens": {
          "default": 0,
          "title": "Input Tokens",
          "type": "integer"
        },
        "output_tokens": {
          "default": 0,
          "title": "Output Tokens",
          "type": "integer"
        },
        "usd": {
          "default": 0,
          "title": "Usd",
          "type": "number"
        }
      },
      "required": [
        "model"
      ],
      "title": "Cost",
      "type": "object"
    }
  },
  "title": "RepurposedContent"
}
🟢daily_digest(topic, n_results)

Search the web for recent news on ``topic`` and return a digest with citations.

Input Schema

{
  "type": "object",
  "properties": {
    "topic": {
      "title": "Topic",
      "type": "string"
    },
    "n_results": {
      "default": 5,
      "title": "N Results",
      "type": "integer"
    }
  },
  "required": [
    "topic"
  ],
  "title": "daily_digestArguments"
}

Output Schema

{
  "type": "object",
  "properties": {
    "topic": {
      "title": "Topic",
      "type": "string"
    },
    "items": {
      "items": {
        "$ref": "#/$defs/DigestItem"
      },
      "title": "Items",
      "type": "array"
    },
    "summary": {
      "title": "Summary",
      "type": "string"
    },
    "cost": {
      "$ref": "#/$defs/Cost"
    }
  },
  "required": [
    "topic",
    "items",
    "summary",
    "cost"
  ],
  "$defs": {
    "Cost": {
      "description": "Per-call cost telemetry attached to every tool response.",
      "properties": {
        "model": {
          "title": "Model",
          "type": "string"
        },
        "input_tokens": {
          "default": 0,
          "title": "Input Tokens",
          "type": "integer"
        },
        "output_tokens": {
          "default": 0,
          "title": "Output Tokens",
          "type": "integer"
        },
        "usd": {
          "default": 0,
          "title": "Usd",
          "type": "number"
        }
      },
      "required": [
        "model"
      ],
      "title": "Cost",
      "type": "object"
    },
    "DigestItem": {
      "properties": {
        "title": {
          "title": "Title",
          "type": "string"
        },
        "url": {
          "title": "Url",
          "type": "string"
        },
        "snippet": {
          "title": "Snippet",
          "type": "string"
        }
      },
      "required": [
        "title",
        "url",
        "snippet"
      ],
      "title": "DigestItem",
      "type": "object"
    }
  },
  "title": "DigestResponse"
}
🟢find_competitors(domain, n)

Identify ``n`` plausible competitors for a company at ``domain`` (e.g., 'stripe.com').

Input Schema

{
  "type": "object",
  "properties": {
    "domain": {
      "title": "Domain",
      "type": "string"
    },
    "n": {
      "default": 5,
      "title": "N",
      "type": "integer"
    }
  },
  "required": [
    "domain"
  ],
  "title": "find_competitorsArguments"
}

Output Schema

{
  "type": "object",
  "properties": {
    "domain": {
      "title": "Domain",
      "type": "string"
    },
    "competitors": {
      "items": {
        "$ref": "#/$defs/Competitor"
      },
      "title": "Competitors",
      "type": "array"
    },
    "cost": {
      "$ref": "#/$defs/Cost"
    }
  },
  "required": [
    "domain",
    "competitors",
    "cost"
  ],
  "$defs": {
    "Competitor": {
      "properties": {
        "name": {
          "title": "Name",
          "type": "string"
        },
        "url": {
          "title": "Url",
          "type": "string"
        },
        "rationale": {
          "description": "Why this is plausibly a competitor",
          "title": "Rationale",
          "type": "string"
        }
      },
      "required": [
        "name",
        "url",
        "rationale"
      ],
      "title": "Competitor",
      "type": "object"
    },
    "Cost": {
      "description": "Per-call cost telemetry attached to every tool response.",
      "properties": {
        "model": {
          "title": "Model",
          "type": "string"
        },
        "input_tokens": {
          "default": 0,
          "title": "Input Tokens",
          "type": "integer"
        },
        "output_tokens": {
          "default": 0,
          "title": "Output Tokens",
          "type": "integer"
        },
        "usd": {
          "default": 0,
          "title": "Usd",
          "type": "number"
        }
      },
      "required": [
        "model"
      ],
      "title": "Cost",
      "type": "object"
    }
  },
  "title": "CompetitorsResponse"
}

Community

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Evidence

Recent observations

verifiedversion not recorded4 tools
verifiedversion not recorded4 tools
verifiedversion not recorded4 tools