A
licenseNot graded
qualityC
maintenanceA deterministic verification gate for MCP clients that independently checks model outputs against evidence, contradictions, calibration, and provenance without relying on LLM self-assessment.
1
MIT
ct-mcp
by justguy
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TDQS
A4/5.0
Scored across 9 tools
Disambiguation4/5
Each tool serves a distinct validation purpose, but check_numeric_claims and verify_arithmetic both perform arithmetic verification, which could cause misselection. Their input formats differ enough to clarify, but slight overlap remains.
Naming Consistency5/5
All tool names follow a consistent verb_noun snake_case pattern (validate_*, check_*, detect_*, evaluate_*, score_*, verify_*). No mixed conventions or ambiguous verbs.
Tool Count5/5
With 9 tools, the server is well-scoped for a validation/analysis toolkit. Each tool covers a distinct aspect (confidence, reasoning, numbers, drift, tradeoffs, plans, quality, arithmetic, concurrency) without redundancy or excess.
Completeness5/5
The tool surface provides comprehensive coverage for the apparent domain of cognitive validation and analysis. It handles confidence checking, logical reasoning, numeric integrity, sequence drift, decision analysis, plan structure, response quality, arithmetic verification, and concurrency hazards. No critical dead ends or missing operations.
Maintenance
ActivityInactive
ResponsivenessNo issues