Standard MCP server and MCP App for scientific figure templates from FigureYa and user-supplied references
Scientific Figure Library is a standard MCP server and MCP App for finding, importing, and materializing scientific figure references. It is not tied to Wisp: any stdio MCP host can use it. The included Wisp manifest and Skill are a thin optional adapter.
The first release has two template sources:
- FigureYa — 319 searchable modules with local thumbnails and commit-pinned archives. - User Library — figures and plotting code copied from paths supplied by the MCP host.
The host Agent analyzes an uploaded image, a natural-language request, or a data file. It builds a compact retrieval intent, searches both sources, inspects the top preview, and decides whether that candidate actually matches before materializing anything. The catalog score orders retrieval candidates; it is not a recommendation or visual-similarity score.
For image input, the Agent must first inspect the user's image with the host's viewimage, then inspect the top candidate with figurelibrarypreview. The final recommendation includes an Agent-produced visual pass/reject score covering chart family, layout, axes/geometry, encodings, and annotations/style, plus a separate data-compatibility verdict.
The server copies and extracts reference files but never executes plotting code or dependency installers. It verifies imported user files with SHA-256 and verifies FigureYa archives against the pinned catalog.
Materialization errors are terminal. figurelibrarymaterialize returns a STOP: error that instructs the Agent to report the exact failure and wait for the user. The Agent must not switch extraction modes,
From the project README.
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