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 supportsMCP.

Dependency note — fastembed-imagin-studio

This package depends on fastembed-imagin-studio, a temporary fork offastembed by Qdrant.

Why: upstream fastembed 0.7.4 pins pillow<12.0, which blocksPillow 12.x security fixes (CVE-2026-25990). The fix is merged onmain but not yet released.

What changed: only the pillow version constraint — relaxed from<12.0 to <13.0 for Python 3.10+. No logic changes. Source:IMAGIN-studio/fastembed-imagin-studio.

Revert plan: once upstream releases fastembed 0.7.5+ with thepillow fix, this package will switch back to fastembed andfastembed-imagin-studio will 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, ClaudeDesktop, Cursor, Windsurf, VS Code + Copilot, Cline, Zed), see the fullsetup guide on PyPI:

https://pypi.org/project/imagin-studio-api-docs-mcp/