Grokipedia MCP Server

by skymoore

Overview Schema Source Related Servers Discussions Admin

Python

Remote

get_page_content

Read-onlyIdempotent

Extract the core article text from a Grokipedia page using its unique slug, omitting citations and additional metadata.

Instructions

Get only the article content without citations or metadata.

Input Schema

TableJSON Schema

Name	Required	Description	Default
`slug`	Yes	Unique slug identifier of the page to retrieve content from
`max_length`	No	Maximum length of content to return (default: 10000)

Output Schema

TableJSON Schema

Name	Required	Description	Default
`_meta`	No
`content`	Yes
`isError`	No
`structuredContent`	No

Schema Changelog

Changes observed during successful MCP inspections.

Changed5 schema fields changedv0.3.0Jun 29, 2026

addedInput schema / additionalProperties
```
Added value: +false
```
removedInput schema / properties / max_length / title
```
Removed value: -"Max Length"
```
removedInput schema / properties / slug / title
```
Removed value: -"Slug"
```

removedInput schema / title

Removed value: -"get_page_contentArguments"

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"
+}

Changed1 schema field changedv0.1.3May 3, 2026
- addedInput schema / title
```
Added value: +"get_page_contentArguments"
```
First observedv1.0.0Nov 17, 2025

TDQS

A4.2/5.0

Behavior4/5

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

Annotations already declare readOnlyHint=true and idempotentHint=true, so the description adds value by clarifying the scope (content only). No contradictions; the description aligns with the read-only nature.

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?

The description is a single, concise sentence that delivers the key message without unnecessary words. It is front-loaded and efficient.

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?

Given the presence of an output schema (not shown but indicated), the description adequately defines the tool's scope. However, it does not mention pagination or error handling, but these are not critical for a read-only tool with annotations.

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%, and the input schema already provides descriptions for both parameters. The description does not add additional parameter semantics beyond what the schema offers.

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?

The description clearly states what the tool does: retrieve article content without citations or metadata. It uses a specific verb ('Get') and resource ('article content'), and distinguishes it from siblings like 'get_page_citations'.

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?

The description implies usage when pure content is needed by specifying exclusions ('without citations or metadata'), but does not explicitly mention when to use alternatives like 'get_page_citations' or 'get_page'.

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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