events

Get Event Search Followups

get_event_search_followups

Read-onlyIdempotent

Use this when an event search needs follow-up questions.

Input Schema

TableJSON Schema

Name	Required	Description	Default
`city`	No
`free`	No
`vibe`	No
`when`	No
`avoid`	No
`query`	No
`venue`	No
`genres`	No
`date_from`	No
`max_price`	No
`price_max`	No
`event_types`	No
`neighborhoods`	No

Schema Changelog

Changes observed during successful MCP inspections.

Changed15 schema fields changedOct 14, 2026
- addedInput schema / properties / avoid / items / maxLength
```
Added value: +200
```
- addedInput schema / properties / avoid / maxItems
```
Added value: +40
```
- addedInput schema / properties / city / maxLength
```
Added value: +200
```
- addedInput schema / properties / date_from / maxLength
```
Added value: +200
```
- addedInput schema / properties / event_types / items / maxLength
```
Added value: +200
```
- addedInput schema / properties / event_types / maxItems
```
Added value: +50
```
- addedInput schema / properties / genres / items / maxLength
```
Added value: +200
```
- addedInput schema / properties / genres / maxItems
```
Added value: +50
```
- addedInput schema / properties / neighborhoods / items / maxLength
```
Added value: +200
```
- addedInput schema / properties / neighborhoods / maxItems
```
Added value: +50
```
- addedInput schema / properties / query / maxLength
```
Added value: +200
```
- addedInput schema / properties / venue / maxLength
```
Added value: +200
```
- addedInput schema / properties / vibe / items / maxLength
```
Added value: +200
```
- addedInput schema / properties / vibe / maxItems
```
Added value: +50
```
- addedInput schema / properties / when / maxLength
```
Added value: +200
```

Changed14 schema fields changedAug 30, 2026

removedInput schema / properties / avoid / description

Removed value: -"Terms to penalize in recommendations."

removedInput schema / properties / city / description

Removed value: -"City name, for example berlin or new york."

removedInput schema / properties / date_from / description

Removed value: -"Inclusive start date in YYYY-MM-DD format."

removedInput schema / properties / date_to

Removed value: -{
-  "description": "Inclusive end date in YYYY-MM-DD format.",
-  "type": "string"
-}

removedInput schema / properties / featuring

Removed value: -{
-  "description": "Artist or performer name.",
-  "type": "string"
-}

removedInput schema / properties / limit

Removed value: -{
-  "default": 12,
-  "description": "Results per page (default 12). The response's count field is the TOTAL matching events. Raise limit or use offset to page through more.",
-  "type": "number"
-}

removedInput schema / properties / max_price / description

Removed value: -"Preference hint used by recommend_events and plan_night."

removedInput schema / properties / offset

Removed value: -{
-  "default": 0,
-  "type": "number"
-}

removedInput schema / properties / price_min
```
Removed value: -{
-  "type": "number"
-}
```

removedInput schema / properties / pride

Removed value: -{
-  "type": "boolean"
-}

removedInput schema / properties / query / description

Removed value: -"Free-text search, hybrid-ranked by the live API: exact prefix > substring > fuzzy > semantic similarity over event embeddings. Handles soft natural-language intent ('dark queer warehouse rave', 'ambient listening bar') as well as literal names, and recognizes date phrases."

removedInput schema / properties / result_limit

Removed value: -{
-  "default": 10,
-  "type": "number"
-}

removedInput schema / properties / when / description

Removed value: -"Date preset: today, tonight, tomorrow, weekend, week, this week, any, or YYYY-MM-DD."

changedOutput schema / (root)

Previous value: -{
-  "anyOf": [
-    {
-      "properties": {
-        "assistant_instruction": {
-          "type": "string"
-        },
-        "missing_fields": {
-          "items": {
-            "type": "string"
-          },
-          "type": "array"
-        },
-        "needs_followup": {
-          "type": "boolean"
-        },
-        "questions": {
-          "items": {
-            "type": "string"
-          },
-          "type": "array"
-        },
-        "search_args_hint": {
-          "properties": {
-            "avoid": {
-              "items": {
-                "type": "string"
-              },
-              "type": "array"
-            },
-            "city": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "event_types": {
-              "items": {
-                "type": "string"
-              },
-              "type": "array"
-            },
-            "free": {
-              "type": [
-                "boolean",
-                "null"
-              ]
-            },
-            "genres": {
-              "items": {
-                "type": "string"
-              },
-              "type": "array"
-            },
-            "neighborhoods": {
-              "items": {
-                "type": "string"
-              },
-              "type": "array"
-            },
-            "price_max": {
-              "type": [
-                "number",
-                "null"
-              ]
-            },
-            "vibe": {
-              "items": {
-                "type": "string"
-              },
-              "type": "array"
-            },
-            "when": {
-              "type": [
-                "string",
-                "null"
-              ]
-            }
-          },
-          "type": "object"
-        }
-      },
-      "required": [
-        "needs_followup",
-        "missing_fields",
-        "questions",
-        "search_args_hint",
-        "assistant_instruction"
-      ],
-      "type": "object"
-    },
-    {
-      "properties": {
-        "assistant_instruction": {
-          "type": "string"
-        },
-        "cause": {
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "classification": {
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "code": {
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "error": {
-          "type": "string"
-        },
-        "hostname": {
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "retryable": {
-          "type": "boolean"
-        },
-        "status": {
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "type": {
-          "type": "string"
-        },
-        "url": {
-          "type": [
-            "string",
-            "null"
-          ]
-        }
-      },
-      "required": [
-        "error"
-      ],
-      "type": "object"
-    }
-  ],
-  "type": "object"
-}New value: +null

Changed14 schema fields changedAug 24, 2026

addedInput schema / properties / avoid / description

Added value: +"Terms to penalize in recommendations."

addedInput schema / properties / city / description

Added value: +"City name, for example berlin or new york."

addedInput schema / properties / date_from / description

Added value: +"Inclusive start date in YYYY-MM-DD format."

addedInput schema / properties / date_to

Added value: +{
+  "description": "Inclusive end date in YYYY-MM-DD format.",
+  "type": "string"
+}

addedInput schema / properties / featuring

Added value: +{
+  "description": "Artist or performer name.",
+  "type": "string"
+}

addedInput schema / properties / limit

Added value: +{
+  "default": 12,
+  "description": "Results per page (default 12). The response's count field is the TOTAL matching events. Raise limit or use offset to page through more.",
+  "type": "number"
+}

addedInput schema / properties / max_price / description

Added value: +"Preference hint used by recommend_events and plan_night."

addedInput schema / properties / offset

Added value: +{
+  "default": 0,
+  "type": "number"
+}

addedInput schema / properties / price_min
```
Added value: +{
+  "type": "number"
+}
```
addedInput schema / properties / pride
```
Added value: +{
+  "type": "boolean"
+}
```

addedInput schema / properties / query / description

Added value: +"Free-text search, hybrid-ranked by the live API: exact prefix > substring > fuzzy > semantic similarity over event embeddings. Handles soft natural-language intent ('dark queer warehouse rave', 'ambient listening bar') as well as literal names, and recognizes date phrases."

addedInput schema / properties / result_limit

Added value: +{
+  "default": 10,
+  "type": "number"
+}

addedInput schema / properties / when / description

Added value: +"Date preset: today, tonight, tomorrow, weekend, week, this week, any, or YYYY-MM-DD."

changedOutput schema / (root)

Previous value: -nullNew value: +{
+  "anyOf": [
+    {
+      "properties": {
+        "assistant_instruction": {
+          "type": "string"
+        },
+        "missing_fields": {
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        "needs_followup": {
+          "type": "boolean"
+        },
+        "questions": {
+          "items": {
+            "type": "string"
+          },
+          "type": "array"
+        },
+        "search_args_hint": {
+          "properties": {
+            "avoid": {
+              "items": {
+                "type": "string"
+              },
+              "type": "array"
+            },
+            "city": {
+              "type": [
+                "string",
+                "null"
+              ]
+            },
+            "event_types": {
+              "items": {
+                "type": "string"
+              },
+              "type": "array"
+            },
+            "free": {
+              "type": [
+                "boolean",
+                "null"
+              ]
+            },
+            "genres": {
+              "items": {
+                "type": "string"
+              },
+              "type": "array"
+            },
+            "neighborhoods": {
+              "items": {
+                "type": "string"
+              },
+              "type": "array"
+            },
+            "price_max": {
+              "type": [
+                "number",
+                "null"
+              ]
+            },
+            "vibe": {
+              "items": {
+                "type": "string"
+              },
+              "type": "array"
+            },
+            "when": {
+              "type": [
+                "string",
+                "null"
+              ]
+            }
+          },
+          "type": "object"
+        }
+      },
+      "required": [
+        "needs_followup",
+        "missing_fields",
+        "questions",
+        "search_args_hint",
+        "assistant_instruction"
+      ],
+      "type": "object"
+    },
+    {
+      "properties": {
+        "assistant_instruction": {
+          "type": "string"
+        },
+        "cause": {
+          "type": [
+            "string",
+            "null"
+          ]
+        },
+        "classification": {
+          "type": [
+            "string",
+            "null"
+          ]
+        },
+        "code": {
+          "type": [
+            "string",
+            "null"
+          ]
+        },
+        "error": {
+          "type": "string"
+        },
+        "hostname": {
+          "type": [
+            "string",
+            "null"
+          ]
+        },
+        "retryable": {
+          "type": "boolean"
+        },
+        "status": {
+          "type": [
+            "number",
+            "null"
+          ]
+        },
+        "type": {
+          "type": "string"
+        },
+        "url": {
+          "type": [
+            "string",
+            "null"
+          ]
+        }
+      },
+      "required": [
+        "error"
+      ],
+      "type": "object"
+    }
+  ],
+  "type": "object"
+}

Changed14 schema fields changedAug 24, 2026

removedInput schema / properties / avoid / description

Removed value: -"Terms to penalize in recommendations."

removedInput schema / properties / city / description

Removed value: -"City name, for example berlin or new york."

removedInput schema / properties / date_from / description

Removed value: -"Inclusive start date in YYYY-MM-DD format."

removedInput schema / properties / date_to

Removed value: -{
-  "description": "Inclusive end date in YYYY-MM-DD format.",
-  "type": "string"
-}

removedInput schema / properties / featuring

Removed value: -{
-  "description": "Artist or performer name.",
-  "type": "string"
-}

removedInput schema / properties / limit

Removed value: -{
-  "default": 12,
-  "description": "Results per page (default 12). The response's count field is the TOTAL matching events. Raise limit or use offset to page through more.",
-  "type": "number"
-}

removedInput schema / properties / max_price / description

Removed value: -"Preference hint used by recommend_events and plan_night."

removedInput schema / properties / offset

Removed value: -{
-  "default": 0,
-  "type": "number"
-}

removedInput schema / properties / price_min
```
Removed value: -{
-  "type": "number"
-}
```

removedInput schema / properties / pride

Removed value: -{
-  "type": "boolean"
-}

removedInput schema / properties / query / description

Removed value: -"Free-text search, hybrid-ranked by the live API: exact prefix > substring > fuzzy > semantic similarity over event embeddings. Handles soft natural-language intent ('dark queer warehouse rave', 'ambient listening bar') as well as literal names, and recognizes date phrases."

removedInput schema / properties / result_limit

Removed value: -{
-  "default": 10,
-  "type": "number"
-}

removedInput schema / properties / when / description

Removed value: -"Date preset: today, tonight, tomorrow, weekend, week, this week, any, or YYYY-MM-DD."

changedOutput schema / (root)

Previous value: -{
-  "anyOf": [
-    {
-      "properties": {
-        "assistant_instruction": {
-          "type": "string"
-        },
-        "missing_fields": {
-          "items": {
-            "type": "string"
-          },
-          "type": "array"
-        },
-        "needs_followup": {
-          "type": "boolean"
-        },
-        "questions": {
-          "items": {
-            "type": "string"
-          },
-          "type": "array"
-        },
-        "search_args_hint": {
-          "properties": {
-            "avoid": {
-              "items": {
-                "type": "string"
-              },
-              "type": "array"
-            },
-            "city": {
-              "type": [
-                "string",
-                "null"
-              ]
-            },
-            "event_types": {
-              "items": {
-                "type": "string"
-              },
-              "type": "array"
-            },
-            "free": {
-              "type": [
-                "boolean",
-                "null"
-              ]
-            },
-            "genres": {
-              "items": {
-                "type": "string"
-              },
-              "type": "array"
-            },
-            "neighborhoods": {
-              "items": {
-                "type": "string"
-              },
-              "type": "array"
-            },
-            "price_max": {
-              "type": [
-                "number",
-                "null"
-              ]
-            },
-            "vibe": {
-              "items": {
-                "type": "string"
-              },
-              "type": "array"
-            },
-            "when": {
-              "type": [
-                "string",
-                "null"
-              ]
-            }
-          },
-          "type": "object"
-        }
-      },
-      "required": [
-        "needs_followup",
-        "missing_fields",
-        "questions",
-        "search_args_hint",
-        "assistant_instruction"
-      ],
-      "type": "object"
-    },
-    {
-      "properties": {
-        "assistant_instruction": {
-          "type": "string"
-        },
-        "cause": {
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "classification": {
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "code": {
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "error": {
-          "type": "string"
-        },
-        "hostname": {
-          "type": [
-            "string",
-            "null"
-          ]
-        },
-        "retryable": {
-          "type": "boolean"
-        },
-        "status": {
-          "type": [
-            "number",
-            "null"
-          ]
-        },
-        "type": {
-          "type": "string"
-        },
-        "url": {
-          "type": [
-            "string",
-            "null"
-          ]
-        }
-      },
-      "required": [
-        "error"
-      ],
-      "type": "object"
-    }
-  ],
-  "type": "object"
-}New value: +null

First observedJul 30, 2026

TDQS

D1.8/5.0

Behavior2/5

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

Annotations already declare readOnlyHint, idempotentHint, and destructiveHint=false, so the safety profile is covered without the description. The description adds nothing about return shape, whether the 13 input params are echoed back as a refined query, or what the followups look like — a real gap for a tool whose entire purpose is ambiguous.

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

Conciseness2/5

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

It is short, but it is under-specified rather than concise — the single clause carries no actionable content. Brevity here reflects a lack of information, not efficiency.

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

Completeness1/5

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

A 13-parameter tool with no output schema, no enum guidance, no required fields, and zero schema descriptions needs the description to explain inputs and expected output. It provides neither, leaving the agent unable to call the tool meaningfully.

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

Parameters1/5

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

Schema description coverage is 0% across 13 parameters, and the description mentions none of them (city, vibe, when, avoid, genres, price fields, etc.). The description does not compensate at all for the complete absence of parameter documentation.

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

Purpose2/5

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

"Use this when an event search needs follow-up questions" essentially restates the tool name without stating what the tool actually returns or does — does it fetch pre-computed follow-up questions, generate them, or accept search criteria and return suggestions? With 29 sibling tools including search_events and recommend_events, an agent has no basis to pick this one.

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

Usage Guidelines2/5

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

It gestures at a trigger condition (an event search needing follow-up questions) but names no alternatives, no prerequisites, and no relationship to search_events or recommend_events. An agent cannot tell whether this precedes or follows a search call.

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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