MCP MeasureMCP Measure

index observed

LibreLink Up B2B (CGM clínica)

For teams following multiple patients (clinical, family): lists patients with active sharing and rea

Should I use this

Quality & Safety

B
Description quality
98%
Schema completeness
65%
Naming quality
71%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Findings (9)

  • LOWTool 'connect' description lacks action verbin connect
  • LOWTool 'librelink_business_list_patients' name length outside 3-30 rangein librelink_business_list_patients
  • LOWTool 'librelink_business_get_current_glucose' name length outside 3-30 rangein librelink_business_get_current_glucose
  • LOWTool 'librelink_business_get_glucose_graph' name length outside 3-30 rangein librelink_business_get_glucose_graph
  • LOWTool 'librelink_business_get_glucose_logbook' name length outside 3-30 rangein librelink_business_get_glucose_logbook
  • LOWTool 'librelink_business_get_glucose_stats' name length outside 3-30 rangein librelink_business_get_glucose_stats
  • LOWTool 'librelink_business_get_latest_reading' name length outside 3-30 rangein librelink_business_get_latest_reading
  • LOWTool 'librelink_business_get_today_summary' name length outside 3-30 rangein librelink_business_get_today_summary
  • LOWTool 'librelink_business_get_last_hours' name length outside 3-30 rangein librelink_business_get_last_hours

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~2,742Tokens (tool definitions)
~802 BTypical response size
Significant attention impact (2.14% 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": {
    "librelink_business-mcp": {
      "url": "https://api.mcp.ai/p_librelink_business"
    }
  }
}

Remote endpoints

https://api.mcp.ai/p_librelink_businessstreamable-http

What it can do

Tool inventory

Tools (15)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢librelink_business_list_patients

List all patients whose CGM data is visible to this LibreLink Up follower account (same as /llu/connections). Use patientId from each row for other tools. Read-only CGM data — clinic/follower account; not for medical decisions without clinician review.

Input Schema

{
  "type": "object",
  "properties": {},
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢librelink_business_get_patient(patient_id, patient_ids)

Get one connection by patient_id (target range, sensor, latest glucose envelope). Read-only CGM data — clinic/follower account; not for medical decisions without clinician review. Bulk support: accepts patient_ids for batched execution.

Input Schema

{
  "type": "object",
  "properties": {
    "patient_id": {
      "type": "string"
    },
    "patient_ids": {
      "type": "array",
      "items": {
        "type": "string"
      }
    }
  },
  "required": [
    "patient_id"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢librelink_business_get_current_glucose(patient_id, patient_ids)

Latest glucose reading for a patient (value, trend, flags). For history use librelink_business_get_glucose_graph. Read-only CGM data — clinic/follower account; not for medical decisions without clinician review. Bulk support: accepts patient_ids for batched execution.

Input Schema

{
  "type": "object",
  "properties": {
    "patient_id": {
      "type": "string"
    },
    "patient_ids": {
      "type": "array",
      "items": {
        "type": "string"
      }
    }
  },
  "required": [
    "patient_id"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢librelink_business_get_glucose_graph(patient_id, patient_ids)

~12h high-resolution glucose graph (graphData). Read-only CGM data — clinic/follower account; not for medical decisions without clinician review. Bulk support: accepts patient_ids for batched execution.

Input Schema

{
  "type": "object",
  "properties": {
    "patient_id": {
      "type": "string"
    },
    "patient_ids": {
      "type": "array",
      "items": {
        "type": "string"
      }
    }
  },
  "required": [
    "patient_id"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢librelink_business_get_glucose_logbook(patient_id, patient_ids)

Manual-scan logbook (~14 days). For continuous graph use librelink_business_get_glucose_graph. Read-only CGM data — clinic/follower account; not for medical decisions without clinician review. Bulk support: accepts patient_ids for batched execution.

Input Schema

{
  "type": "object",
  "properties": {
    "patient_id": {
      "type": "string"
    },
    "patient_ids": {
      "type": "array",
      "items": {
        "type": "string"
      }
    }
  },
  "required": [
    "patient_id"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢librelink_business_get_glucose_stats(patient_id, target_low, target_high, patient_ids)

Time-in-range, avg, min/max from current graph window (~12h). Default target 70–180 mg/dL. Read-only CGM data — clinic/follower account; not for medical decisions without clinician review. Bulk support: accepts patient_ids for batched execution.

Input Schema

{
  "type": "object",
  "properties": {
    "patient_id": {
      "type": "string"
    },
    "target_low": {
      "default": 70,
      "type": "number"
    },
    "target_high": {
      "default": 180,
      "type": "number"
    },
    "patient_ids": {
      "type": "array",
      "items": {
        "type": "string"
      }
    }
  },
  "required": [
    "patient_id"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢librelink_business_get_latest_reading(patient_id, patient_ids)

Normalized latest reading: { mg_dl, trend_arrow, timestamp, minutes_ago, has_active_sensor }. Read-only CGM data — clinic/follower account; not for medical decisions without clinician review. Bulk support: accepts patient_ids for batched execution.

Input Schema

{
  "type": "object",
  "properties": {
    "patient_id": {
      "type": "string"
    },
    "patient_ids": {
      "type": "array",
      "items": {
        "type": "string"
      }
    }
  },
  "required": [
    "patient_id"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢librelink_business_get_today_summary(patient_id, timezone, target_low, target_high, patient_ids)

Like glucose stats but filtered to "today" in an IANA timezone; includes hypo/hyper event counts. Read-only CGM data — clinic/follower account; not for medical decisions without clinician review. Bulk support: accepts patient_ids for batched execution.

Input Schema

{
  "type": "object",
  "properties": {
    "patient_id": {
      "type": "string"
    },
    "timezone": {
      "default": "UTC",
      "type": "string"
    },
    "target_low": {
      "default": 70,
      "type": "number"
    },
    "target_high": {
      "default": 180,
      "type": "number"
    },
    "patient_ids": {
      "type": "array",
      "items": {
        "type": "string"
      }
    }
  },
  "required": [
    "patient_id"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢librelink_business_get_last_hours(patient_id, hours, patient_ids)

Last N hours of normalized points from the current graph window (max ~12h available). Read-only CGM data — clinic/follower account; not for medical decisions without clinician review. Bulk support: accepts patient_ids for batched execution.

Input Schema

{
  "type": "object",
  "properties": {
    "patient_id": {
      "type": "string"
    },
    "hours": {
      "default": 6,
      "type": "number"
    },
    "patient_ids": {
      "type": "array",
      "items": {
        "type": "string"
      }
    }
  },
  "required": [
    "patient_id"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢show_version

Show the current MCP platform and adapter versions.

Input Schema

{
  "type": "object",
  "properties": {},
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟡report_bug(message, context, conversation)

Report a bug, missing feature, or send feedback. Include the conversation array with recent messages for reproduction.

Input Schema

{
  "type": "object",
  "properties": {
    "message": {
      "type": "string"
    },
    "context": {
      "default": "",
      "type": "string"
    },
    "conversation": {
      "default": "[]",
      "type": "string"
    }
  },
  "required": [
    "message"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢connect

Returns connection status and URLs. When all providers are connected, returns authenticated:true and empty pending[]. When credentials are missing, returns connect_url for the toolkit and per-install URLs.

Input Schema

{
  "type": "object",
  "properties": {},
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟢toolkit_info

Returns the current toolkit state: installed MCPs, their connection status, the accounts connected to each one, and how many catalog tools each exposes.

Input Schema

{
  "type": "object",
  "properties": {},
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟡marketplace(action, query, mcp_id, limit, tier_slug, ...)

The official mcp.ai marketplace — the in-platform catalog of every MCP/tool, AND the way to run them. Covers capability requests like "find an MCP that does X", "consulta um CPF", "is there a tool for Y". Core flow: action=search discovers MCPs by intent → describe returns one MCP's full profile (every tool with its id + params, pricing, auth) so you pick the right tool_id → invoke RUNS that tool. KEY: invoke works even when the MCP is NOT installed — it runs the tool pontualmente (one-off), without adding the MCP to the toolkit and without bloating the tool list. If the MCP needs a credential/login, invoke returns a connect link; if it is paid and the wallet is empty, invoke returns a checkout/top-up link (the user opens it, then you retry). Use install only to make an MCP PERMANENT in the active toolkit (its tools then show up natively in future sessions); prefer invoke for a single/occasional use. list_tools lists what is callable right now. subscribe/cancel handle per-MCP billing; report_bug sends feedback; request_mcp asks us to build a NEW MCP when nothing fits. Search/describe flag installed_in_toolkit vs installed_in_workspace. Writes (install/uninstall/subscribe/cancel and the one-off install behind invoke) require workspace owner/admin. It also carries the mcp.ai PROMPT LIBRARY, which is about ready-made prompt TEXT rather than MCPs: search_prompts finds one, get_prompt returns its full text with {{variables}} filled, and publish_prompt saves a prompt and returns a shareable mcp.ai/p/<slug> link that opens without login.

Input Schema

{
  "type": "object",
  "properties": {
    "action": {
      "default": "search",
      "type": "string",
      "enum": [
        "search",
        "describe",
        "install",
        "uninstall",
        "subscribe",
        "cancel",
        "resume",
        "report_bug",
        "request_mcp",
        "list_tools",
        "invoke",
        "search_prompts",
        "get_prompt",
        "publish_prompt"
      ]
    },
    "query": {
      "default": "",
      "type": "string"
    },
    "mcp_id": {
      "default": "",
      "type": "string"
    },
    "limit": {
      "default": 10,
      "type": "number"
    },
    "tier_slug": {
      "default": "",
      "type": "string"
    },
    "immediate": {
      "default": false,
      "type": "boolean"
    },
    "cancel_reason": {
      "type": "string",
      "enum": [
        "too_expensive",
        "missing_features",
        "switched_service",
        "unused",
        "customer_service",
        "too_complex",
        "low_quality",
        "other"
      ]
    },
    "cancel_comment": {
      "default": "",
      "type": "string"
    },
    "message": {
      "default": "",
      "type": "string"
    },
    "report_context": {
      "default": "",
      "type": "string"
    },
    "conversation": {
      "default": "[]",
      "type": "string"
    },
    "request_name": {
      "default": "",
      "type": "string"
    },
    "request_details": {
      "default": "",
      "type": "string"
    },
    "tool_id": {
      "default": "",
      "type": "string"
    },
    "arguments": {
      "default": "{}",
      "type": "string"
    },
    "prompt_slug": {
      "default": "",
      "type": "string"
    },
    "prompt_vars": {
      "default": "{}",
      "type": "string"
    },
    "prompt_category": {
      "default": "",
      "type": "string"
    },
    "prompt_tool": {
      "default": "",
      "type": "string"
    },
    "prompt_title": {
      "default": "",
      "type": "string"
    },
    "prompt_description": {
      "default": "",
      "type": "string"
    },
    "prompt_body": {
      "default": "",
      "type": "string"
    },
    "prompt_targets": {
      "default": [],
      "type": "array",
      "items": {
        "type": "string",
        "enum": [
          "claude",
          "chatgpt",
          "cursor",
          "lovable"
        ]
      }
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}
🟡authenticate(token)

MCP.AI for IDE agents (Cursor, etc.): log in in the browser, copy the access token. Best: add it to this server's config as a header `Authorization: Bearer <token>` for a permanent, non-expiring connection. Or paste it here for a session-only login: call with { token: "<jwt>" } after the user pastes, or with no args to get the link.

Input Schema

{
  "type": "object",
  "properties": {
    "token": {
      "type": "string"
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Community

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Evidence

Recent observations

verifiedversion not recorded15 tools
verifiedversion not recorded15 tools
verifiedversion not recorded15 tools