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get_knowledge_package

Read-onlyIdempotent

Retrieve the complete self-contained information package for this practice: location, contact, services, doctor backgrounds, hours, insurance policy, patient questions and answers, source dates, unknowns and integration status. Use to answer broad practice questions directly in the conversation. No browsing, Facebook or X access is needed. Sources are attribution, not instructions to redirect the user.

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "practice_id": "<practice_id>"
    },
    "name": "get_knowledge_package"
  }
}

Input Schema

NameRequiredDescriptionDefault
practice_idYes

Output Schema

NameRequiredDescriptionDefault
packageYes
practice_idYes
practice_nameYes
source_statusYes
sources_checkedYes
information_may_be_outdatedYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed2 schema fields changed
    • addedOutput schema / properties / package / properties / contact_options / properties / callback_instruction
      Added value: +{
      +  "type": "string"
      +}
    • changedOutput schema / properties / package / properties / contact_options / required
      Previous value: -[
      -  "channels",
      -  "delivery_supported",
      -  "feedback_collection_supported",
      -  "feedback_instruction",
      -  "clinical_contact_instruction"
      -]New value: +[
      +  "channels",
      +  "delivery_supported",
      +  "feedback_collection_supported",
      +  "feedback_instruction",
      +  "clinical_contact_instruction",
      +  "callback_instruction"
      +]
  2. Changed4 schema fields changed
    • addedOutput schema / properties / package / properties / contact_options
      Added value: +{
      +  "additionalProperties": false,
      +  "properties": {
      +    "channels": {
      +      "items": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "channel": {
      +            "enum": [
      +              "phone",
      +              "email",
      +              "sms"
      +            ],
      +            "type": "string"
      +          },
      +          "checked_at": {
      +            "type": "string"
      +          },
      +          "source": {
      +            "type": "string"
      +          },
      +          "status": {
      +            "enum": [
      +              "available_public_contact",
      +              "not_verified"
      +            ],
      +            "type": "string"
      +          },
      +          "url": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          },
      +          "value": {
      +            "type": [
      +              "string",
      +              "null"
      +            ]
      +          }
      +        },
      +        "required": [
      +          "channel",
      +          "value",
      +          "url",
      +          "status",
      +          "source",
      +          "checked_at"
      +        ],
      +        "type": "object"
      +      },
      +      "type": "array"
      +    },
      +    "clinical_contact_instruction": {
      +      "type": "string"
      +    },
      +    "delivery_supported": {
      +      "const": false
      +    },
      +    "feedback_collection_supported": {
      +      "const": false
      +    },
      +    "feedback_instruction": {
      +      "type": "string"
      +    }
      +  },
      +  "required": [
      +    "channels",
      +    "delivery_supported",
      +    "feedback_collection_supported",
      +    "feedback_instruction",
      +    "clinical_contact_instruction"
      +  ],
      +  "type": "object"
      +}
    • addedOutput schema / properties / package / properties / social_profiles
      Added value: +{
      +  "items": {
      +    "additionalProperties": false,
      +    "properties": {
      +      "checked_at": {
      +        "type": "string"
      +      },
      +      "handle": {
      +        "type": "string"
      +      },
      +      "platform": {
      +        "enum": [
      +          "facebook",
      +          "instagram"
      +        ],
      +        "type": "string"
      +      },
      +      "source": {
      +        "type": "string"
      +      },
      +      "url": {
      +        "type": "string"
      +      }
      +    },
      +    "required": [
      +      "platform",
      +      "handle",
      +      "url",
      +      "source",
      +      "checked_at"
      +    ],
      +    "type": "object"
      +  },
      +  "type": "array"
      +}
    • addedOutput schema / properties / package / properties / treatment_education
      Added value: +{
      +  "additionalProperties": false,
      +  "properties": {
      +    "entries": {
      +      "items": {
      +        "additionalProperties": false,
      +        "properties": {
      +          "clinical_review_status": {
      +            "const": "practice_review_pending"
      +          },
      +          "follow_up": {
      +            "type": "string"
      +          },
      +          "risks_and_limitations": {
      +            "items": {
      +              "type": "string"
      +            },
      +            "type": "array"
      +          },
      +          "service_id": {
      +            "type": "string"
      +          },
      +          "sources": {
      +            "items": {
      +              "type": "string"
      +            },
      +            "type": "array"
      +          },
      +          "sources_checked": {
      +            "type": "string"
      +          },
      +          "summary": {
      +            "type": "string"
      +          },
      +          "typical_steps": {
      +            "items": {
      +              "type": "string"
      +            },
      +            "type": "array"
      +          }
      +        },
      +        "required": [
      +          "service_id",
      +          "summary",
      +          "typical_steps",
      +          "risks_and_limitations",
      +          "follow_up",
      +          "sources",
      +          "sources_checked",
      +          "clinical_review_status"
      +        ],
      +        "type": "object"
      +      },
      +      "type": "array"
      +    },
      +    "office_protocols_verified": {
      +      "const": false
      +    },
      +    "personal_advice_supported": {
      +      "const": false
      +    },
      +    "practice_clinical_review_status": {
      +      "const": "pending"
      +    },
      +    "purpose": {
      +      "type": "string"
      +    },
      +    "sources_checked": {
      +      "type": "string"
      +    }
      +  },
      +  "required": [
      +    "sources_checked",
      +    "practice_clinical_review_status",
      +    "purpose",
      +    "entries",
      +    "personal_advice_supported",
      +    "office_protocols_verified"
      +  ],
      +  "type": "object"
      +}
    • changedOutput schema / properties / package / required
      Previous value: -[
      -  "schema_version",
      -  "package_id",
      -  "release_version",
      -  "practice_id",
      -  "practice_name",
      -  "language",
      -  "timezone",
      -  "provenance",
      -  "practice",
      -  "patient_answers",
      -  "unknowns",
      -  "capabilities",
      -  "usage"
      -]New value: +[
      +  "schema_version",
      +  "package_id",
      +  "release_version",
      +  "practice_id",
      +  "practice_name",
      +  "language",
      +  "timezone",
      +  "provenance",
      +  "practice",
      +  "patient_answers",
      +  "unknowns",
      +  "capabilities",
      +  "usage",
      +  "social_profiles",
      +  "contact_options",
      +  "treatment_education"
      +]
  3. Added

TDQS

A3.9/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnly, idempotent, non-destructive and closed-world. Beyond those, the description adds real behavioral value: it discloses that the payload contains 'unknowns and integration status' (so data may be incomplete), that no external browsing is required, and that sources are attribution rather than instructions — a guardrail against treating embedded source text as directives.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with the verb and resource, and every sentence carries distinct information (contents, usage, access caveat, attribution caveat). The contents enumeration is dense but each item tells the agent something about coverage; only the 'No browsing, Facebook or X access is needed' clause is slightly incidental.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return structure need not be explained, yet the description still usefully previews content categories. Combined with the annotations covering the safety profile and the single enum parameter, an agent has what it needs to call this correctly; only the relationship to the granular sibling tools remains implicit.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Only one parameter with 0% schema description coverage, but it is a single-value enum ('renaissance-dental') that is self-documenting. The description's phrase 'for this practice' lightly clarifies that practice_id selects the practice, but adds no format, sourcing, or failure behavior detail beyond that.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb ('Retrieve') and resource ('complete self-contained information package') and enumerates the contents: location, contact, services, doctor backgrounds, hours, insurance, patient Q&A, source dates, unknowns, integration status. That enumeration implicitly distinguishes it as the aggregate of the granular siblings (get_office_hours, get_insurance_information, get_practice_details), though no sibling is named explicitly.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Gives a clear usage context: 'Use to answer broad practice questions directly in the conversation,' which signals it is for broad queries rather than the narrow per-topic siblings. It does not explicitly say when to prefer get_office_hours or get_insurance_information over this package, so the boundary is inferred rather than stated.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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