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three.ws Vision

io.github.nirholas/vision-mcp·v0.1.0·Image, Video & Audio

Image understanding for AI agents — analyze and describe any image via the three.ws pipeline.

Trust verdict · v1 advisory · method
NOT YET SCREENEDno verdict on file

Verdict not yet evaluated for this tool. The semantic screen takes adversarial cases first; coverage rolls out as the corpus expands (15/150 labels to graduation). The deterministic conformance probe is built but has not yet run on the public corpus, so a recorded verdict here is REVIEW or UNVERIFIED, never a clearing ALLOW. Until a verdict is recorded, an agent should treat this tool as not-yet-cleared and fall back to its own checks. Method: the eval, four-state verdict, honest limits.

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Environment variables
THREE_WS_BASE

Base URL of the three.ws API that serves the vision endpoint. Override only when self-hosting or targeting a preview deployment.

THREE_WS_TIMEOUT_MS

Per-request timeout in milliseconds for the vision call (the VLM may chain across free lanes before answering).

THREE_WS_API_KEY

Optional three.ws API key (bearer token). Not required — the vision endpoint serves anonymous callers on a free per-IP rate limit. Set it to raise your rate limit to the per-user tier. Never needed to access the free model.

MCP quality score · maturity, not trust · methodology
freshness
25
completeness
25
installability
25
documentation
15
stability
5
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