A
licenseC
qualityD
maintenanceA systematic reasoning MCP server for Claude Desktop, featuring Beam Search and Monte Carlo Tree Search to facilitate complex problem-solving and decision-making processes.
1
12
MIT
Analytical MCP Server
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TDQS
A4.2/5.0
Scored across 12 tools
Disambiguation4/5
Most tools have clearly distinct purposes, though advanced_statistical_analysis and analyze_dataset overlap in descriptive stats, and logical_argument_analyzer/logical_fallacy_detector cover similar ground. However, the descriptions explicitly differentiate them, reducing confusion.
Naming Consistency3/5
Naming is inconsistent: some tools use 'advanced_' prefix (advanced_data_preprocessing, advanced_regression_analysis, advanced_statistical_analysis) while others do not. There is a mix of verb-object (analyze_dataset, verify_research) and noun-phrase (decision_analysis, hypothesis_testing) patterns, which lacks uniformity.
Tool Count5/5
12 tools is well-scoped for an analytical server covering statistics, machine learning, logic, and research verification. Each tool addresses a distinct analytical need without feeling excessive or sparse.
Completeness4/5
The tool set covers core analytical tasks including descriptive stats, hypothesis testing, regression, preprocessing, visualization, decision analysis, and research verification. Minor gaps exist (e.g., clustering, time series), but the provided tools form a coherent analytical workflow.
Maintenance
ActivitySlowing
ResponsivenessNo issues