Arkheia Hallucinationofficial
A
licenseNot graded
qualityB
maintenanceDetect fabrication and hallucination in any LLM output. Score responses from GPT-4o, Claude, Gemini, Llama and 30+ models. Free tier included.
1
MIT
groundlens-deprecated
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TDQS
A4.3/5.0
Scored across 3 tools
Disambiguation3/5
groundlens_check is a wrapper that automatically dispatches to the same SGI and DGI methods exposed as separate tools, so the purposes overlap by design. The descriptions help clarify context vs. no-context usage, but an agent could still be unsure whether to call the main check tool or the method-specific one.
Naming Consistency4/5
All tools share the groundlens_ prefix and use lowercase snake_case, which is readable and predictable. The pattern is slightly inconsistent because check is a verb while sgi and dgi are method acronyms, but this is a minor deviation rather than chaotic naming.
Tool Count5/5
Three tools is a well-scoped count for a focused grounding-check server. The auto-selecting dispatcher plus the two explicit methods is compact and each tool has a documented role.
Completeness5/5
The set covers the full grounding-check lifecycle: automatic selection, context-based SGI, and context-free DGI. Fact-level verification is explicitly out of scope and delegated via handoff, so there is no obvious missing tool for the server's stated purpose.
Maintenance
ActivitySlowing
ResponsivenessNo issues