SpecLeft
Python intent tracing MCP: map specs to pytest tests, monitor implementation progress, offline-only.
Semantic screen found no manipulation pattern in the description. Conformance probe not yet run.
mcpindex.integrity.descriptionpassINFOevidence“No malicious instructions”via static_description
- - Semantic screen only - the deterministic conformance probe has not run on this server
- - Confidence is reported but not yet calibrated (v1)
- - Screen reads the tool description, not the live behavior
- - advisory
- - registry description only no input schema
Semantic screen: an LLM judge reads the tool description for hidden instructions (status PARTIAL). A pass means the description is not lying, not that the tool is safe: a high-capability tool with an honest description still warrants caution. The deterministic conformance probe has not been run on this server yet, so the screen here is semantic-only. Posture: advisory. Confidences are reported but not yet calibrated (calibrated=false at v1). History is paid-tier and not shown here.
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A live verdict badge for your README or listing. It reflects the current screen, links back here, and updates when the verdict does.
[](https://mcpindex.ai/server/io-github-specleft-specleft)<a href="https://mcpindex.ai/server/io-github-specleft-specleft"><img src="https://mcpindex.ai/api/v1/badge/io-github-specleft-specleft" alt="mcpindex verdict" height="20" /></a>GEO scores and content-rewrite suggestions for any web page, as MCP tools.
Real-world location intelligence: foot traffic, trade areas, demographics, site scoring, and more.
Deterministic AI governance platform. Validates agent outputs, discovers patterns, solves math.