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Shreddy

by ai.shreddy
OverviewDiscussionsAdmin

Search clips

search_clips
Read-onlyIdempotent

Search public clips. Newest first by default; sort "biggest" or "smallest" with a metric for the biggest jumps, most airtime or fastest runs (ranked results list each rider of a group clip on their own, and leave out rides with no value for that metric). Filter by venue, feature (a feature or a run at the venue, e.g. "double black" or "jump 2"), rider, and time (when, or since/until). A newest search includes clips with no measurements (normal: no calibration). Every clip has a link to give the viewer and its lap time (lap_time_s) when it has one; laps are not a ranking metric yet. Pass next_cursor back as cursor, with the same other arguments, for the next page.

Input Schema

NameRequiredDescriptionDefault
sortNonewest (default), or biggest / smallest by `metric`. Giving a metric without a sort means biggest.
whenNotoday = the last 24 hours, week = the last 7 days, month = the last 30 days, all (default). since/until override it.
limitNoHow many clips (1 to 25, default 10).
riderNoA rider's name. Only riders who linked their account and allow it can be found.
sinceNoOnly clips videoed at or after this ISO date (2026-09-01) or datetime.
untilNoOnly clips videoed at or before this ISO date (the whole day counts) or datetime.
venueNoA bike park name ("bradley", "Snow Summit") or its id.
cursorNoThe next_cursor from the previous page of the same search.
metricNoWhat to rank by: jump_height (default when ranked), speed, or airtime. Lap times are returned on each clip but cannot be ranked.
featureNoA feature or a run at the venue, by name ("jump 2", "double black") or id. Works without a venue too.

Output Schema

NameRequiredDescriptionDefault
clipsYes
queryYes
totalYes
statusYes
messageYes
resolvedYes
candidatesYes
next_cursorYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed34 schema fields changed
    • changedInput schema / properties / metric / description
      Previous value: -"What to rank by: jump_height (default when ranked), speed, jump_length, or airtime. Lap times are returned on each clip but cannot be ranked."New value: +"What to rank by: jump_height (default when ranked), speed, or airtime. Lap times are returned on each clip but cannot be ranked."
    • changedInput schema / properties / metric / enum
      Previous value: -[
-  "jump_height",
-  "speed",
-  "jump_length",
-  "airtime"
-]New value: +[
+  "jump_height",
+  "speed",
+  "airtime"
+]
    • changedInput schema / properties / since / anyOf
      Previous value: -[
-  {
-    "format": "date",
-    "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))$",
-    "type": "string"
-  },
-  {
-    "format": "date-time",
-    "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z|([+-](?:[01]\\d|2[0-3]):[0-5]\\d)))$",
-    "type": "string"
-  }
-]New value: +[
+  {
+    "format": "date",
+    "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))$",
+    "type": "string"
+  },
+  {
+    "format": "date-time",
+    "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d:[0-5]\\d(?:\\.\\d+)?(?:Z|([+-](?:[01]\\d|2[0-3]):[0-5]\\d)))$",
+    "type": "string"
+  }
+]
    • changedInput schema / properties / until / anyOf
      Previous value: -[
-  {
-    "format": "date",
-    "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))$",
-    "type": "string"
-  },
-  {
-    "format": "date-time",
-    "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z|([+-](?:[01]\\d|2[0-3]):[0-5]\\d)))$",
-    "type": "string"
-  }
-]New value: +[
+  {
+    "format": "date",
+    "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))$",
+    "type": "string"
+  },
+  {
+    "format": "date-time",
+    "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d:[0-5]\\d(?:\\.\\d+)?(?:Z|([+-](?:[01]\\d|2[0-3]):[0-5]\\d)))$",
+    "type": "string"
+  }
+]
    • removedOutput schema / properties / candidates / items / properties / venue / anyOf
      Removed value: -[
-  {
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / properties / candidates / items / properties / venue / type
      Added value: +[
+  "string",
+  "null"
+]
    • removedOutput schema / properties / clips / items / properties / feature / anyOf
      Removed value: -[
-  {
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / properties / clips / items / properties / feature / type
      Added value: +[
+  "string",
+  "null"
+]
    • removedOutput schema / properties / clips / items / properties / lap_time_s / anyOf
      Removed value: -[
-  {
-    "type": "number"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / properties / clips / items / properties / lap_time_s / type
      Added value: +[
+  "number",
+  "null"
+]
    • changedOutput schema / properties / clips / items / properties / recorded_at / anyOf
      Previous value: -[
-  {
-    "format": "date-time",
-    "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z))$",
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "format": "date-time",
+    "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d:[0-5]\\d(?:\\.\\d+)?(?:Z))$",
+    "type": "string"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / properties / clips / items / properties / recorded_at_local / anyOf
      Removed value: -[
-  {
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / properties / clips / items / properties / recorded_at_local / type
      Added value: +[
+  "string",
+  "null"
+]
    • removedOutput schema / properties / clips / items / properties / rider / anyOf
      Removed value: -[
-  {
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / properties / clips / items / properties / rider / type
      Added value: +[
+  "string",
+  "null"
+]
    • removedOutput schema / properties / clips / items / properties / run / anyOf
      Removed value: -[
-  {
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / properties / clips / items / properties / run / type
      Added value: +[
+  "string",
+  "null"
+]
    • removedOutput schema / properties / clips / items / properties / stats / properties / airtime_s / anyOf
      Removed value: -[
-  {
-    "type": "number"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / properties / clips / items / properties / stats / properties / airtime_s / type
      Added value: +[
+  "number",
+  "null"
+]
    • removedOutput schema / properties / clips / items / properties / stats / properties / jump_height_m / anyOf
      Removed value: -[
-  {
-    "type": "number"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / properties / clips / items / properties / stats / properties / jump_height_m / type
      Added value: +[
+  "number",
+  "null"
+]
    • removedOutput schema / properties / clips / items / properties / stats / properties / jump_length_m
      Removed value: -{
-  "anyOf": [
-    {
-      "type": "number"
-    },
-    {
-      "type": "null"
-    }
-  ]
-}
    • removedOutput schema / properties / clips / items / properties / stats / properties / speed_kmh / anyOf
      Removed value: -[
-  {
-    "type": "number"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / properties / clips / items / properties / stats / properties / speed_kmh / type
      Added value: +[
+  "number",
+  "null"
+]
    • removedOutput schema / properties / clips / items / properties / stats / properties / speed_mph / anyOf
      Removed value: -[
-  {
-    "type": "number"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / properties / clips / items / properties / stats / properties / speed_mph / type
      Added value: +[
+  "number",
+  "null"
+]
    • changedOutput schema / properties / clips / items / properties / stats / required
      Previous value: -[
-  "jump_height_m",
-  "jump_length_m",
-  "airtime_s",
-  "speed_kmh",
-  "speed_mph"
-]New value: +[
+  "jump_height_m",
+  "airtime_s",
+  "speed_kmh",
+  "speed_mph"
+]
    • removedOutput schema / properties / next_cursor / anyOf
      Removed value: -[
-  {
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / properties / next_cursor / type
      Added value: +[
+  "string",
+  "null"
+]
    • changedOutput schema / properties / query / properties / metric / anyOf
      Previous value: -[
-  {
-    "enum": [
-      "jump_height",
-      "speed",
-      "jump_length",
-      "airtime"
-    ],
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "enum": [
+      "jump_height",
+      "speed",
+      "airtime"
+    ],
+    "type": "string"
+  },
+  {
+    "type": "null"
+  }
+]
    • changedOutput schema / properties / query / properties / since / anyOf
      Previous value: -[
-  {
-    "format": "date-time",
-    "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z))$",
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "format": "date-time",
+    "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d:[0-5]\\d(?:\\.\\d+)?(?:Z))$",
+    "type": "string"
+  },
+  {
+    "type": "null"
+  }
+]
    • changedOutput schema / properties / query / properties / until / anyOf
      Previous value: -[
-  {
-    "format": "date-time",
-    "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z))$",
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "format": "date-time",
+    "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d:[0-5]\\d(?:\\.\\d+)?(?:Z))$",
+    "type": "string"
+  },
+  {
+    "type": "null"
+  }
+]
    • removedOutput schema / properties / resolved / properties / rider / anyOf
      Removed value: -[
-  {
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]
    • addedOutput schema / properties / resolved / properties / rider / type
      Added value: +[
+  "string",
+  "null"
+]
  2. Changed2 schema fields changed
    • changedInput schema / properties / since / description
      Previous value: -"Only clips filmed at or after this ISO date (2026-09-01) or datetime."New value: +"Only clips videoed at or after this ISO date (2026-09-01) or datetime."
    • changedInput schema / properties / until / description
      Previous value: -"Only clips filmed at or before this ISO date (the whole day counts) or datetime."New value: +"Only clips videoed at or before this ISO date (the whole day counts) or datetime."
  3. Changed3 schema fields changed
    • addedOutput schema / properties / clips / items / properties / recorded_at
      Added value: +{
+  "anyOf": [
+    {
+      "format": "date-time",
+      "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z))$",
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
    • addedOutput schema / properties / clips / items / properties / recorded_at_local
      Added value: +{
+  "anyOf": [
+    {
+      "type": "string"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
    • changedOutput schema / properties / clips / items / required
      Previous value: -[
-  "id",
-  "link",
-  "date",
-  "venue",
-  "run",
-  "feature",
-  "rider",
-  "is_train",
-  "riders_in_clip",
-  "measured",
-  "stats",
-  "lap_time_s",
-  "rank",
-  "thumbnail"
-]New value: +[
+  "id",
+  "link",
+  "date",
+  "recorded_at",
+  "recorded_at_local",
+  "venue",
+  "run",
+  "feature",
+  "rider",
+  "is_train",
+  "riders_in_clip",
+  "measured",
+  "stats",
+  "lap_time_s",
+  "rank",
+  "thumbnail"
+]
  4. Changed5 schema fields changed
    • changedInput schema / properties / metric / description
      Previous value: -"What to rank by: jump_height (default when ranked), jump_length, airtime, or speed."New value: +"What to rank by: jump_height (default when ranked), speed, jump_length, or airtime. Lap times are returned on each clip but cannot be ranked."
    • changedInput schema / properties / metric / enum
      Previous value: -[
-  "jump_height",
-  "jump_length",
-  "speed",
-  "airtime"
-]New value: +[
+  "jump_height",
+  "speed",
+  "jump_length",
+  "airtime"
+]
    • addedOutput schema / properties / clips / items / properties / lap_time_s
      Added value: +{
+  "anyOf": [
+    {
+      "type": "number"
+    },
+    {
+      "type": "null"
+    }
+  ]
+}
    • changedOutput schema / properties / clips / items / required
      Previous value: -[
-  "id",
-  "link",
-  "date",
-  "venue",
-  "run",
-  "feature",
-  "rider",
-  "is_train",
-  "riders_in_clip",
-  "measured",
-  "stats",
-  "rank",
-  "thumbnail"
-]New value: +[
+  "id",
+  "link",
+  "date",
+  "venue",
+  "run",
+  "feature",
+  "rider",
+  "is_train",
+  "riders_in_clip",
+  "measured",
+  "stats",
+  "lap_time_s",
+  "rank",
+  "thumbnail"
+]
    • changedOutput schema / properties / query / properties / metric / anyOf
      Previous value: -[
-  {
-    "enum": [
-      "jump_height",
-      "jump_length",
-      "speed",
-      "airtime"
-    ],
-    "type": "string"
-  },
-  {
-    "type": "null"
-  }
-]New value: +[
+  {
+    "enum": [
+      "jump_height",
+      "speed",
+      "jump_length",
+      "airtime"
+    ],
+    "type": "string"
+  },
+  {
+    "type": "null"
+  }
+]
  5. First observed

TDQS

A4.5/5.0
Behavior5/5

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

Annotations already cover the safety profile (readOnly, idempotent, non-destructive), and the description layers on non-obvious behavior: ranked results fan out group clips per rider and exclude rides with no metric value, newest results include uncalibrated clips, and each clip carries a viewer link plus `lap_time_s` when available. It also spells out the cursor round-trip, which is exactly the kind of operational detail annotations cannot convey.

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?

Purpose is front-loaded and every sentence carries information, including the pagination instructions at the end. It is dense — the parenthetical about group clips is a long clause — but nothing is redundant enough to cut without losing meaning.

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?

Despite 10 optional parameters, an output schema, and three sort modes, the description covers filtering, ranking semantics, result composition, and pagination. The output schema handles return shape, so the remaining narrative is exactly the right scope.

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

Parameters5/5

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

Schema coverage is already 100%, yet the description adds cross-parameter semantics the schema can't express: metric-without-sort defaults to biggest, since/until outrank `when`, `feature` works without a venue and accepts names like 'double black', and lap times are returned but cannot be ranked. That is genuine value beyond the structured fields.

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?

Opens with a specific verb+resource pair, 'Search public clips', that immediately separates it from get_clip and the venue tools. The rest of the description elaborates scope (public, newest-first) rather than restating the name, though it never explicitly contrasts itself with a sibling.

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 concrete conditional guidance: default is newest, a bare `metric` implies 'biggest', `since`/`until` override `when`, and a newest search includes unmeasured clips while ranked searches drop them. It stops short of stating when to prefer this over get_clip, but the resource split makes that largely self-evident.

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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