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events

by xyz.urbanplayground
OverviewAdmin

Get Event Search Followups

get_event_search_followups
Read-only

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

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
cityNo
freeNo
vibeNo
whenNo
avoidNo
queryNo
venueNo
genresNo
date_fromNo
max_priceNo
price_maxNo
event_typesNo
neighborhoodsNo

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. Changed14 schema fields changed
    • 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
  2. Changed14 schema fields changed
    • 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"
+}
  3. Changed14 schema fields changed
    • 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
  4. First observed

TDQS

C2.2/5.0
Behavior2/5

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

Annotations cover readOnlyHint=true, so safety is known. But the description gives no behavioral detail about what 'follow-up questions' means, how they are generated, what the tool returns, or how it uses the 13 parameters. The description carries the burden and does not meet it.

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?

The description is short, but shortness is under-specification here. It provides a single usage-oriented sentence with no functional explanation, so it isn't meaningfully informative.

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?

For a tool with 13 optional parameters, no output schema, and no parameter documentation, the description is severely incomplete. An agent lacks the essential context about what 'followups' are, what inputs mean, and what response to process.

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%, and the description mentions no parameter. All 13 parameters (city, vibe, when, avoid, query, venue, genres, etc.) are unexplained, so an agent cannot know how to set them.

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?

The description says 'Use this when an event search needs follow-up questions,' which restates the title without stating what the tool actually does. It lacks a specific verb+resource construction and does not distinguish this from siblings like get_event_feedback_prompt or get_preference_onboarding.

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?

It gives a clear trigger context: use it when an event search needs follow-up questions. However, it does not name alternatives or provide when-not-to-use guidance, so it stops short of explicit routing.

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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