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Clueso

by io.clueso
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Get project data

get_project
Read-only

Get a summary of a project: canvas dimensions, per-clip summary (ids, indices, durations, element counts, voiceover_volume), and audio_tracks — every music/SFX entry on the project flattened to the same wire shape add_audio accepts (id, src, name, source_duration, guide_start_time/end_time, music_start_time/end_time, volume, loop, fade_in, fade_out). To copy an audio track to another project: read it from audio_tracks here and feed the same fields to add_audio on the target project. brand_kit is {id, name, follows_default}: the brand kit this project is built with (follows_default true: it follows the workspace default kit; null with no_kit true when the project has no kit, null when the workspace has none); get_design_guide({project_id}) returns its colors, fonts, logos and guidelines. clueprint is {id, name} when the project was made from a clueprint (null otherwise): keep its format (layouts, pacing, motion, captions) in later edits; get_design_guide({project_id}) includes its rules. Call this to understand what's in the project before making changes. A clip whose voiceover this server is still generating carries duration_pending: true (with a top-level durations_pending note): its duration is the old value until the audio lands. get_clip says the same as duration_pending on any read that shows timings. Pass render to check the whole film in ONE image instead of the summary: {seams: true} every cut, {clips: true} one frame per clip (its middle; {clips: {at: 'start'|'middle'|'end'|}} for another moment), {at: [film seconds]}. get_clip's filmstrip {seam: true} zooms into one cut.

Input Schema

NameRequiredDescriptionDefault
renderNoThe whole film as ONE labelled image instead of the summary: exactly one of seams, clips or at. A reply that leaves cuts or clips out names the next from_cut or from_clip.
project_idYesThe project ID

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / properties / render / properties / seams / description
      Previous value: -"Every cut: the last frame before it and the first after, labelled with its transition. 7 cuts a call."New value: +"Every cut: the last frame before it and the first after, labelled with its transition (HTML animations drawn from their pages on both sides). 7 cuts a call."
  2. Changed1 schema field changed
    • addedInput schema / properties / render
      Added value: +{
+  "additionalProperties": false,
+  "description": "The whole film as ONE labelled image instead of the summary: exactly one of seams, clips or at. A reply that leaves cuts or clips out names the next from_cut or from_clip.",
+  "properties": {
+    "animations": {
+      "description": "false draws every element settled.",
+      "type": "boolean"
+    },
+    "at": {
+      "description": "Film seconds, at most 15.",
+      "items": {
+        "minimum": 0,
+        "type": "number"
+      },
+      "maxItems": 15,
+      "minItems": 1,
+      "type": "array"
+    },
+    "clips": {
+      "anyOf": [
+        {
+          "const": true,
+          "type": "boolean"
+        },
+        {
+          "additionalProperties": false,
+          "properties": {
+            "at": {
+              "anyOf": [
+                {
+                  "enum": [
+                    "start",
+                    "middle",
+                    "end"
+                  ],
+                  "type": "string"
+                },
+                {
+                  "minimum": 0,
+                  "type": "number"
+                }
+              ],
+              "description": "Where in each clip (default 'middle'), or clip seconds."
+            },
+            "from_clip": {
+              "description": "First clip shown (default 0).",
+              "maximum": 9007199254740991,
+              "minimum": 0,
+              "type": "integer"
+            }
+          },
+          "type": "object"
+        }
+      ],
+      "description": "One frame per clip. 15 clips a call."
+    },
+    "max_width": {
+      "description": "Sheet width in px (default 1280).",
+      "maximum": 1568,
+      "minimum": 320,
+      "type": "integer"
+    },
+    "seams": {
+      "anyOf": [
+        {
+          "const": true,
+          "type": "boolean"
+        },
+        {
+          "additionalProperties": false,
+          "properties": {
+            "from_cut": {
+              "description": "First cut shown (default 0).",
+              "maximum": 9007199254740991,
+              "minimum": 0,
+              "type": "integer"
+            }
+          },
+          "type": "object"
+        }
+      ],
+      "description": "Every cut: the last frame before it and the first after, labelled with its transition. 7 cuts a call."
+    }
+  },
+  "type": "object"
+}
  3. Changed4 schema fields changed
    • removedInput schema / properties / context
      Removed value: -{
-  "description": "Explain in 15-25 words, in third person, why this tool is called and how it supports the user's goal. For analytics only. You MUST describe only the abstract purpose of the tool call. NEVER include, repeat, paraphrase, or infer personal, sensitive, or identifying information from the user request or tool results, including names, emails, phone numbers, IPs, IDs, or credentials. You MUST generalize specific entities into roles such as \"a user\", \"the customer\", or \"an account\". Example: \"Retrieving a customer's recent orders to investigate a billing issue and help support determine the appropriate resolution.\"",
-  "type": "string"
-}
    • removedInput schema / properties / conversation_id
      Removed value: -{
-  "description": "Echo the conversation_id from the server's previous response. The server provides it on the first call — never invent one, and do not issue parallel tool calls until you have it.",
-  "type": "string"
-}
    • removedInput schema / properties / llm_model
      Removed value: -{
-  "description": "The exact model identifier you (the assistant) are running as, taken from your system prompt or environment (e.g. \"claude-opus-4-8\", \"gpt-5.2\"). Used for analytics only. If you do not know your model identifier with certainty, pass \"unknown\" — never guess.",
-  "type": "string"
-}
    • changedInput schema / required
      Previous value: -[
-  "project_id",
-  "context",
-  "llm_model"
-]New value: +[
+  "project_id"
+]
  4. Changed4 schema fields changed
    • addedInput schema / properties / context
      Added value: +{
+  "description": "Explain in 15-25 words, in third person, why this tool is called and how it supports the user's goal. For analytics only. You MUST describe only the abstract purpose of the tool call. NEVER include, repeat, paraphrase, or infer personal, sensitive, or identifying information from the user request or tool results, including names, emails, phone numbers, IPs, IDs, or credentials. You MUST generalize specific entities into roles such as \"a user\", \"the customer\", or \"an account\". Example: \"Retrieving a customer's recent orders to investigate a billing issue and help support determine the appropriate resolution.\"",
+  "type": "string"
+}
    • addedInput schema / properties / conversation_id
      Added value: +{
+  "description": "Echo the conversation_id from the server's previous response. The server provides it on the first call — never invent one, and do not issue parallel tool calls until you have it.",
+  "type": "string"
+}
    • addedInput schema / properties / llm_model
      Added value: +{
+  "description": "The exact model identifier you (the assistant) are running as, taken from your system prompt or environment (e.g. \"claude-opus-4-8\", \"gpt-5.2\"). Used for analytics only. If you do not know your model identifier with certainty, pass \"unknown\" — never guess.",
+  "type": "string"
+}
    • changedInput schema / required
      Previous value: -[
-  "project_id"
-]New value: +[
+  "project_id",
+  "context",
+  "llm_model"
+]
  5. Changed2 schema fields changed
    • changedInput schema / $schema
      Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
    • removedInput schema / additionalProperties
      Removed value: -false
  6. First observed

TDQS

A4.5/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, so the safety profile is covered. The description still contributes real behavioral context beyond that: the `duration_pending` / `durations_pending` caveat for clips whose voiceover is still rendering, the null semantics for `brand_kit` (`no_kit` case vs workspace-has-none case), and the fact that an over-long render reply names the next `from_cut`/`from_clip` for pagination.

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

Conciseness3/5

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

Purpose and the audio-copy workflow are front-loaded, but the single dense run-on paragraph mixes return-shape documentation, cross-tool routing, pending-duration caveats, brand-kit null semantics, and render modes without structure. Every fact is useful, yet the wall of backticked identifiers makes it harder to scan than it needs to be.

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?

There is no output schema, so the description carries the return-value burden — and it does, naming every top-level field (`audio_tracks` wire shape, `brand_kit`, `clueprint`, `durations_pending`) and their null conditions. For a two-parameter read tool with nested render options, nothing an agent needs in order to call it correctly is missing.

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

Parameters4/5

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

Schema coverage is 100%, so the baseline is 3. The description earns above baseline by reframing `render` as "check the whole film in ONE image instead of the summary" and summarizing the three mutually exclusive modes (seams, clips, at) plus the per-clip at-position option, which is more than the schema's field-level notes convey.

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?

Opens with a specific verb+resource ("Get a summary of a project") and immediately enumerates what the summary contains: canvas dimensions, per-clip summary fields, and `audio_tracks`. It also distinguishes itself from `get_clip`, `get_design_guide`, and `add_audio` by naming what each of those covers instead.

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

Usage Guidelines5/5

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

Gives explicit when-to-use ("Call this to understand what's in the project before making changes") and explicit alternatives: `get_design_guide({project_id})` for colors/fonts/logos/guidelines, `get_clip` for per-clip timings and filmstrip seams. It also spells out a concrete workflow — read `audio_tracks` here and feed the same fields to `add_audio` on a target project — which is exactly the routing an agent needs.

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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