IMAGIN.studio API Docs
Semantic search over IMAGIN.studio vehicle imagery API documentation, CDN configuration, and integration guides.
IMAGIN.studio API Docs MCP Server
Semantic search over IMAGIN.studio documentation — CDN, API, integration guides, and more.
Provides one tool — search_docs — for any AI coding assistant that supports
MCP.
Dependency note —
fastembed-imagin-studioThis package depends on
fastembed-imagin-studio, a temporary fork offastembedby Qdrant.Why: upstream fastembed 0.7.4 pins
pillow<12.0, which blocks Pillow 12.x security fixes (CVE-2026-25990). The fix is merged onmainbut not yet released.What changed: only the pillow version constraint — relaxed from
<12.0to<13.0for Python 3.10+. No logic changes. Source: IMAGIN-studio/fastembed-imagin-studio.Revert plan: once upstream releases fastembed 0.7.5+ with the pillow fix, this package will switch back to
fastembedandfastembed-imagin-studiowill be retired.
Install
PyPI (recommended):
uvx imagin-studio-api-docs-mcp
npm (for GUI apps that can't find uvx):
npx -y @imagin.studio/api-docs-mcp
For step-by-step setup instructions for 7 coding agents (Claude Code, Claude Desktop, Cursor, Windsurf, VS Code + Copilot, Cline, Zed), see the full setup guide on PyPI:
https://pypi.org/project/imagin-studio-api-docs-mcp/
License
Proprietary — see LICENSE.
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