Refs

–Likes are community signals, not a measured score.

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

4,100 launch videos measured shot by shot. Search references, pull blueprints, plan your film.

Author	video.refs
Access	remote
Publisher key required	No
Measured state	Deep-tested
L1 liveness	alive
L1 latency	2499 ms
Last measured	2026-10-24

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "Refs": {
      "url": "https://refs.video/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (12)

search_videos
Parameters:
- context (required) — string
- llm_model (required) — string
- sort — string
- brand — string
- limit — integer
- query — string
- aspect — string
- offset — integer
- ai_made — boolean
- category — string
- made_with — string
- max_seconds — number
- min_seconds — number
Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared
get_blueprint
Parameters:
- id (required) — string
- context (required) — string
- llm_model (required) — string
- format — string
- include_recipe — boolean
Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared
get_frames
Parameters:
- id (required) — string
- context (required) — string
- llm_model (required) — string
- sheet — string
Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared
list_formulas
Parameters:
- context (required) — string
- llm_model (required) — string
- category — string
Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared
get_formula
Parameters:
- id (required) — string
- context (required) — string
- llm_model (required) — string
Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared
list_collections
Parameters:
- context (required) — string
- llm_model (required) — string
Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared
get_collection
Parameters:
- id (required) — string
- context (required) — string
- llm_model (required) — string
- limit — integer
Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared
list_brands
Parameters:
- context (required) — string
- llm_model (required) — string
Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared
get_brand
Parameters:
- id (required) — string
- context (required) — string
- llm_model (required) — string
- limit — integer
Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared
plan_video
Parameters:
- brief (required) — string
- context (required) — string
- llm_model (required) — string
- brand — string
- reference_ids — array
Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared
storyboard
Parameters:
- title (required) — string
- brief (required) — string
- aspect (required) — string
- length_s (required) — number
- directions (required) — array
- context (required) — string
- llm_model (required) — string
- bpm — number
- fps — integer
- brand — string
Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared
check_render
Parameters:
- id (required) — string
- render (required)
- context (required) — string
- llm_model (required) — string
- target — string
Hints: read-only not declared · destructive not declared · idempotent not declared · open-world not declared

Publisher website

Measured by MCPYP probing. Untested fields are omitted, never estimated. Listing is always free; MCPYP never proxies calls or stores user tokens.