MCP MeasureMCP Measure

index observed

BotLens AI Gateway

MCP gateway for getbotlens.com: articles, search and full text. Read-only, no auth.

Should I use this

Quality & Safety

A
Description quality
97%
Schema completeness
97%
Naming quality
97%
Poisoning risk
100%
Permission match
90%
Protocol compliance
100%

Findings (1)

  • LOWTool 'fetch' suggests web access but openWorldHint=falsein fetch

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~1,026Tokens (tool definitions)
~1.2 KBTypical response size
Moderate attention impact (0.80% 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": {
    "getbotlens": {
      "url": "https://getbotlens.mcp.getbotlens.com/mcp"
    }
  }
}

Remote endpoints

https://getbotlens.mcp.getbotlens.com/mcpstreamable-http

What it can do

Tool inventory

Tools (6)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢search_articles(query, limit)

Search this publication's articles by keyword. Returns the best-matching titles, dates, canonical URLs, and short summaries.

Input Schema

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "description": "Search keywords"
    },
    "limit": {
      "type": "integer",
      "description": "Max results (default 5, max 20)"
    }
  },
  "required": [
    "query"
  ]
}

Output Schema

{
  "type": "object",
  "properties": {
    "articles": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "slug": {
            "type": "string"
          },
          "title": {
            "type": "string"
          },
          "url": {
            "type": "string"
          },
          "date": {
            "type": [
              "string",
              "null"
            ]
          },
          "summary": {
            "type": [
              "string",
              "null"
            ]
          }
        },
        "required": [
          "slug",
          "title",
          "url"
        ]
      }
    },
    "total": {
      "type": [
        "integer",
        "null"
      ]
    }
  },
  "required": [
    "articles"
  ]
}
🟢list_recent_articles(limit)

List the most recently published articles from this publication.

Input Schema

{
  "type": "object",
  "properties": {
    "limit": {
      "type": "integer",
      "description": "Max results (default 5, max 20)"
    }
  }
}

Output Schema

{
  "type": "object",
  "properties": {
    "articles": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "slug": {
            "type": "string"
          },
          "title": {
            "type": "string"
          },
          "url": {
            "type": "string"
          },
          "date": {
            "type": [
              "string",
              "null"
            ]
          },
          "summary": {
            "type": [
              "string",
              "null"
            ]
          }
        },
        "required": [
          "slug",
          "title",
          "url"
        ]
      }
    },
    "total": {
      "type": [
        "integer",
        "null"
      ]
    }
  },
  "required": [
    "articles"
  ]
}
🟢get_article(slug)

Fetch the full clean text of one article by its slug (the last path segment of an article URL).

Input Schema

{
  "type": "object",
  "properties": {
    "slug": {
      "type": "string",
      "description": "Article slug, e.g. \"my-article-title\""
    }
  },
  "required": [
    "slug"
  ]
}

Output Schema

{
  "type": "object",
  "properties": {
    "slug": {
      "type": "string"
    },
    "title": {
      "type": "string"
    },
    "url": {
      "type": "string"
    },
    "date": {
      "type": [
        "string",
        "null"
      ]
    },
    "summary": {
      "type": [
        "string",
        "null"
      ]
    },
    "text": {
      "type": [
        "string",
        "null"
      ]
    }
  },
  "required": [
    "slug",
    "title",
    "url"
  ]
}
🟢popular_content(days, limit)

The most-read / most-requested articles, ranked by how often AI assistants have actually fetched them. Use for "what is your most popular article", "top reads", or to recommend what to read.

Input Schema

{
  "type": "object",
  "properties": {
    "days": {
      "type": "integer",
      "description": "Look-back window in days (default 30, max 365)"
    },
    "limit": {
      "type": "integer",
      "description": "How many to return (default 10, max 25)"
    }
  }
}

Output Schema

{
  "type": "object",
  "properties": {
    "articles": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "title": {
            "type": "string"
          },
          "url": {
            "type": [
              "string",
              "null"
            ]
          },
          "requests": {
            "type": "integer"
          }
        },
        "required": [
          "title"
        ]
      }
    }
  },
  "required": [
    "articles"
  ]
}
🟢search(query)

Search this site's content. Returns matching documents (id, title, url); pass an id to `fetch` for the full text.

Input Schema

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "description": "Search query"
    }
  },
  "required": [
    "query"
  ]
}

Output Schema

{
  "type": "object",
  "properties": {
    "results": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "id": {
            "type": "string"
          },
          "title": {
            "type": "string"
          },
          "url": {
            "type": "string"
          }
        },
        "required": [
          "id",
          "title",
          "url"
        ]
      }
    }
  },
  "required": [
    "results"
  ]
}
🟢fetch(id)

Retrieve the full text of one document by the id returned from `search`.

Input Schema

{
  "type": "object",
  "properties": {
    "id": {
      "type": "string",
      "description": "Document id from search results"
    }
  },
  "required": [
    "id"
  ]
}

Output Schema

{
  "type": "object",
  "properties": {
    "id": {
      "type": "string"
    },
    "title": {
      "type": "string"
    },
    "text": {
      "type": "string"
    },
    "url": {
      "type": "string"
    },
    "metadata": {
      "type": "object"
    }
  },
  "required": [
    "id",
    "title",
    "text",
    "url"
  ]
}

Recorded Call Examples

1 / 10
Prompt: Example call to search
Tool: search
Input Parameters
{
  "query": "example search term"
}
Output Result
{
  "result": {
    "content": [
      {
        "type": "text",
        "text": "{\"results\":[{\"id\":\"get-started\",\"title\":\"Free 30-Day Audit Kit\",\"url\":\"https://getbotlens.com/get-started/\"},{\"id\":\"for-agencies\",\"title\":\"For Agencies\",\"url\":\"https://getbotlens.com/for-agencies/\"},{\"id\":\"home\",\"title\":\"Home\",\"url\":\"https://getbotlens.com/\"},{\"id\":\"meeting-thank-you\",\"title\":\"\",\"url\":\"https://getbotlens.com/meeting-thank-you/\"},{\"id\":\"mcp\",\"title\":\"MCP Server and AI Gateway\",\"url\":\"https://getbotlens.com/mcp/\"},{\"id\":\"the-ai-shopping-agent-invasion-is-already-here-is-your-site-ready\",\"title\":\"The AI Shopping Agent Invasion Is Already Here — Is Your Site Ready?\",\"url\":\"https://getbotlens.com/the-ai-shopping-agent-invasion-is-already-here-is-your-site-ready/\"},{\"id\":\"how-to-spot-fake-traffic-ga4-still-misses-in-2026\",\"title\":\"How to Spot Fake Traffic GA4 Still Misses in 2026\",\"url\":\"https://getbotlens.com/how-to-spot-fake-traffic-ga4-still-misses-in-2026/\"},{\"id\":\"privacy-policy\",\"title\":\"Privacy Policy\",\"url\":\"https://getbotlens.com/privacy-policy/\"}]}"
      }
    ],
    "isError": false,
    "structuredContent": {
      "results": [
        {
          "id": "get-started",
          "title": "Free 30-Day Audit Kit",
          "url": "https://getbotlens.com/get-started/"
        },
        {
          "id": "for-agencies",
          "title": "For Agencies",
          "url": "https://getbotlens.com/for-agencies/"
        },
        {
          "id": "home",
          "title": "Home",
          "url": "https://getbotlens.com/"
        },
        {
          "id": "meeting-thank-you",
          "title": "",
          "url": "https://getbotlens.com/meeting-thank-you/"
        },
        {
          "id": "mcp",
          "title": "MCP Server and AI Gateway",
          "url": "https://getbotlens.com/mcp/"
        },
        {
          "id": "the-ai-shopping-agent-invasion-is-already-here-is-your-site-ready",
          "title": "The AI Shopping Agent Invasion Is Already Here — Is Your Site Ready?",
          "url": "https://getbotlens.com/the-ai-shopping-agent-invasion-is-already-here-is-your-site-ready/"
        },
        {
          "id": "how-to-spot-fake-traffic-ga4-still-misses-in-2026",
          "title": "How to Spot Fake Traffic GA4 Still Misses in 2026",
          "url": "https://getbotlens.com/how-to-spot-fake-traffic-ga4-still-misses-in-2026/"
        },
        {
          "id": "privacy-policy",
          "title": "Privacy Policy",
          "url": "https://getbotlens.com/privacy-policy/"
        }
      ]
    }
  },
  "durationMs": 250
}
Duration: 250ms

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Evidence

Recent observations

verifiedversion not recorded6 tools
verifiedversion not recorded6 tools