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Grokipedia MCP Server

by skymoore

get_page_sections

Read-onlyIdempotent

Extract all section headers from a Grokipedia article using its unique slug identifier, enabling quick navigation and content overview.

Instructions

Get a list of all section headers in an article.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
slugYesUnique slug identifier of page to list sections for

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
_metaNo
contentYes
isErrorNo
structuredContentNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed4 schema fields changedv0.3.0
    • addedInput schema / additionalProperties
      Added value: +false
    • removedInput schema / properties / slug / title
      Removed value: -"Slug"
    • removedInput schema / title
      Removed value: -"get_page_sectionsArguments"
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
      +  "additionalProperties": true,
      +  "description": "The server's response to a tool call.",
      +  "properties": {
      +    "_meta": {
      +      "anyOf": [
      +        {
      +          "additionalProperties": true,
      +          "type": "object"
      +        },
      +        {
      +          "type": "null"
      +        }
      +      ],
      +      "default": null
      +    },
      +    "content": {
      +      "items": {
      +        "anyOf": [
      +          {
      +            "additionalProperties": true,
      +            "description": "Text content for a message.",
      +            "properties": {
      +              "_meta": {
      +                "anyOf": [
      +                  {
      +                    "additionalProperties": true,
      +                    "type": "object"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ],
      +                "default": null
      +              },
      +              "annotations": {
      +                "anyOf": [
      +                  {
      +                    "additionalProperties": true,
      +                    "properties": {
      +                      "audience": {
      +                        "anyOf": [
      +                          {
      +                            "items": {
      +                              "enum": [
      +                                "user",
      +                                "assistant"
      +                              ],
      +                              "type": "string"
      +                            },
      +                            "type": "array"
      +                          },
      +                          {
      +                            "type": "null"
      +                          }
      +                        ],
      +                        "default": null
      +                      },
      +                      "priority": {
      +                        "anyOf": [
      +                          {
      +                            "maximum": 1,
      +                            "minimum": 0,
      +                            "type": "number"
      +                          },
      +                          {
      +                            "type": "null"
      +                          }
      +                        ],
      +                        "default": null
      +                      }
      +                    },
      +                    "type": "object"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ],
      +                "default": null
      +              },
      +              "text": {
      +                "type": "string"
      +              },
      +              "type": {
      +                "const": "text",
      +                "type": "string"
      +              }
      +            },
      +            "required": [
      +              "type",
      +              "text"
      +            ],
      +            "type": "object"
      +          },
      +          {
      +            "additionalProperties": true,
      +            "description": "Image content for a message.",
      +            "properties": {
      +              "_meta": {
      +                "anyOf": [
      +                  {
      +                    "additionalProperties": true,
      +                    "type": "object"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ],
      +                "default": null
      +              },
      +              "annotations": {
      +                "anyOf": [
      +                  {
      +                    "additionalProperties": true,
      +                    "properties": {
      +                      "audience": {
      +                        "anyOf": [
      +                          {
      +                            "items": {
      +                              "enum": [
      +                                "user",
      +                                "assistant"
      +                              ],
      +                              "type": "string"
      +                            },
      +                            "type": "array"
      +                          },
      +                          {
      +                            "type": "null"
      +                          }
      +                        ],
      +                        "default": null
      +                      },
      +                      "priority": {
      +                        "anyOf": [
      +                          {
      +                            "maximum": 1,
      +                            "minimum": 0,
      +                            "type": "number"
      +                          },
      +                          {
      +                            "type": "null"
      +                          }
      +                        ],
      +                        "default": null
      +                      }
      +                    },
      +                    "type": "object"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ],
      +                "default": null
      +              },
      +              "data": {
      +                "type": "string"
      +              },
      +              "mimeType": {
      +                "type": "string"
      +              },
      +              "type": {
      +                "const": "image",
      +                "type": "string"
      +              }
      +            },
      +            "required": [
      +              "type",
      +              "data",
      +              "mimeType"
      +            ],
      +            "type": "object"
      +          },
      +          {
      +            "additionalProperties": true,
      +            "description": "Audio content for a message.",
      +            "properties": {
      +              "_meta": {
      +                "anyOf": [
      +                  {
      +                    "additionalProperties": true,
      +                    "type": "object"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ],
      +                "default": null
      +              },
      +              "annotations": {
      +                "anyOf": [
      +                  {
      +                    "additionalProperties": true,
      +                    "properties": {
      +                      "audience": {
      +                        "anyOf": [
      +                          {
      +                            "items": {
      +                              "enum": [
      +                                "user",
      +                                "assistant"
      +                              ],
      +                              "type": "string"
      +                            },
      +                            "type": "array"
      +                          },
      +                          {
      +                            "type": "null"
      +                          }
      +                        ],
      +                        "default": null
      +                      },
      +                      "priority": {
      +                        "anyOf": [
      +                          {
      +                            "maximum": 1,
      +                            "minimum": 0,
      +                            "type": "number"
      +                          },
      +                          {
      +                            "type": "null"
      +                          }
      +                        ],
      +                        "default": null
      +                      }
      +                    },
      +                    "type": "object"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ],
      +                "default": null
      +              },
      +              "data": {
      +                "type": "string"
      +              },
      +              "mimeType": {
      +                "type": "string"
      +              },
      +              "type": {
      +                "const": "audio",
      +                "type": "string"
      +              }
      +            },
      +            "required": [
      +              "type",
      +              "data",
      +              "mimeType"
      +            ],
      +            "type": "object"
      +          },
      +          {
      +            "additionalProperties": true,
      +            "description": "A resource that the server is capable of reading, included in a prompt or tool call result.\n\nNote: resource links returned by tools are not guaranteed to appear in the results of `resources/list` requests.",
      +            "properties": {
      +              "_meta": {
      +                "anyOf": [
      +                  {
      +                    "additionalProperties": true,
      +                    "type": "object"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ],
      +                "default": null
      +              },
      +              "annotations": {
      +                "anyOf": [
      +                  {
      +                    "additionalProperties": true,
      +                    "properties": {
      +                      "audience": {
      +                        "anyOf": [
      +                          {
      +                            "items": {
      +                              "enum": [
      +                                "user",
      +                                "assistant"
      +                              ],
      +                              "type": "string"
      +                            },
      +                            "type": "array"
      +                          },
      +                          {
      +                            "type": "null"
      +                          }
      +                        ],
      +                        "default": null
      +                      },
      +                      "priority": {
      +                        "anyOf": [
      +                          {
      +                            "maximum": 1,
      +                            "minimum": 0,
      +                            "type": "number"
      +                          },
      +                          {
      +                            "type": "null"
      +                          }
      +                        ],
      +                        "default": null
      +                      }
      +                    },
      +                    "type": "object"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ],
      +                "default": null
      +              },
      +              "description": {
      +                "anyOf": [
      +                  {
      +                    "type": "string"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ],
      +                "default": null
      +              },
      +              "icons": {
      +                "anyOf": [
      +                  {
      +                    "items": {
      +                      "additionalProperties": true,
      +                      "description": "An icon for display in user interfaces.",
      +                      "properties": {
      +                        "mimeType": {
      +                          "anyOf": [
      +                            {
      +                              "type": "string"
      +                            },
      +                            {
      +                              "type": "null"
      +                            }
      +                          ],
      +                          "default": null
      +                        },
      +                        "sizes": {
      +                          "anyOf": [
      +                            {
      +                              "items": {
      +                                "type": "string"
      +                              },
      +                              "type": "array"
      +                            },
      +                            {
      +                              "type": "null"
      +                            }
      +                          ],
      +                          "default": null
      +                        },
      +                        "src": {
      +                          "type": "string"
      +                        }
      +                      },
      +                      "required": [
      +                        "src"
      +                      ],
      +                      "type": "object"
      +                    },
      +                    "type": "array"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ],
      +                "default": null
      +              },
      +              "mimeType": {
      +                "anyOf": [
      +                  {
      +                    "type": "string"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ],
      +                "default": null
      +              },
      +              "name": {
      +                "type": "string"
      +              },
      +              "size": {
      +                "anyOf": [
      +                  {
      +                    "type": "integer"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ],
      +                "default": null
      +              },
      +              "title": {
      +                "anyOf": [
      +                  {
      +                    "type": "string"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ],
      +                "default": null
      +              },
      +              "type": {
      +                "const": "resource_link",
      +                "type": "string"
      +              },
      +              "uri": {
      +                "format": "uri",
      +                "minLength": 1,
      +                "type": "string"
      +              }
      +            },
      +            "required": [
      +              "name",
      +              "uri",
      +              "type"
      +            ],
      +            "type": "object"
      +          },
      +          {
      +            "additionalProperties": true,
      +            "description": "The contents of a resource, embedded into a prompt or tool call result.\n\nIt is up to the client how best to render embedded resources for the benefit\nof the LLM and/or the user.",
      +            "properties": {
      +              "_meta": {
      +                "anyOf": [
      +                  {
      +                    "additionalProperties": true,
      +                    "type": "object"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ],
      +                "default": null
      +              },
      +              "annotations": {
      +                "anyOf": [
      +                  {
      +                    "additionalProperties": true,
      +                    "properties": {
      +                      "audience": {
      +                        "anyOf": [
      +                          {
      +                            "items": {
      +                              "enum": [
      +                                "user",
      +                                "assistant"
      +                              ],
      +                              "type": "string"
      +                            },
      +                            "type": "array"
      +                          },
      +                          {
      +                            "type": "null"
      +                          }
      +                        ],
      +                        "default": null
      +                      },
      +                      "priority": {
      +                        "anyOf": [
      +                          {
      +                            "maximum": 1,
      +                            "minimum": 0,
      +                            "type": "number"
      +                          },
      +                          {
      +                            "type": "null"
      +                          }
      +                        ],
      +                        "default": null
      +                      }
      +                    },
      +                    "type": "object"
      +                  },
      +                  {
      +                    "type": "null"
      +                  }
      +                ],
      +                "default": null
      +              },
      +              "resource": {
      +                "anyOf": [
      +                  {
      +                    "additionalProperties": true,
      +                    "description": "Text contents of a resource.",
      +                    "properties": {
      +                      "_meta": {
      +                        "anyOf": [
      +                          {
      +                            "additionalProperties": true,
      +                            "type": "object"
      +                          },
      +                          {
      +                            "type": "null"
      +                          }
      +                        ],
      +                        "default": null
      +                      },
      +                      "mimeType": {
      +                        "anyOf": [
      +                          {
      +                            "type": "string"
      +                          },
      +                          {
      +                            "type": "null"
      +                          }
      +                        ],
      +                        "default": null
      +                      },
      +                      "text": {
      +                        "type": "string"
      +                      },
      +                      "uri": {
      +                        "format": "uri",
      +                        "minLength": 1,
      +                        "type": "string"
      +                      }
      +                    },
      +                    "required": [
      +                      "uri",
      +                      "text"
      +                    ],
      +                    "type": "object"
      +                  },
      +                  {
      +                    "additionalProperties": true,
      +                    "description": "Binary contents of a resource.",
      +                    "properties": {
      +                      "_meta": {
      +                        "anyOf": [
      +                          {
      +                            "additionalProperties": true,
      +                            "type": "object"
      +                          },
      +                          {
      +                            "type": "null"
      +                          }
      +                        ],
      +                        "default": null
      +                      },
      +                      "blob": {
      +                        "type": "string"
      +                      },
      +                      "mimeType": {
      +                        "anyOf": [
      +                          {
      +                            "type": "string"
      +                          },
      +                          {
      +                            "type": "null"
      +                          }
      +                        ],
      +                        "default": null
      +                      },
      +                      "uri": {
      +                        "format": "uri",
      +                        "minLength": 1,
      +                        "type": "string"
      +                      }
      +                    },
      +                    "required": [
      +                      "uri",
      +                      "blob"
      +                    ],
      +                    "type": "object"
      +                  }
      +                ]
      +              },
      +              "type": {
      +                "const": "resource",
      +                "type": "string"
      +              }
      +            },
      +            "required": [
      +              "type",
      +              "resource"
      +            ],
      +            "type": "object"
      +          }
      +        ]
      +      },
      +      "type": "array"
      +    },
      +    "isError": {
      +      "default": false,
      +      "type": "boolean"
      +    },
      +    "structuredContent": {
      +      "anyOf": [
      +        {
      +          "additionalProperties": true,
      +          "type": "object"
      +        },
      +        {
      +          "type": "null"
      +        }
      +      ],
      +      "default": null
      +    }
      +  },
      +  "required": [
      +    "content"
      +  ],
      +  "type": "object"
      +}
  2. Changed1 schema field changedv0.1.3
    • addedInput schema / title
      Added value: +"get_page_sectionsArguments"
  3. First observedv1.0.0

TDQS

A3.7/5.0
Behavior2/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false. Description adds no behavioral context beyond stating it lists sections, which is consistent but redundant.

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

Conciseness5/5

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

Single sentence is concise, front-loaded with purpose, and contains no extraneous information.

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

Completeness5/5

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

Given simple tool with 1 parameter, full annotation coverage, and output schema existence, description is complete for an agent to understand and use the tool correctly.

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?

Schema description coverage is 100% for the single parameter 'slug'. Description does not add additional parameter meaning beyond the schema, meeting baseline expectation.

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

Purpose5/5

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

Description clearly states verb 'Get' and resource 'all section headers in an article', distinguishing it from sibling tools like get_page_section (single section) and get_page_content (full content).

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

Usage Guidelines3/5

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

No explicit when-to-use or when-not-to-use guidance. Tool purpose is clear from name and siblings, but lacks formal usage instructions.

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