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Open Search MCP

by flyanima

check_research_saturation

Evaluate research completeness to identify gaps in your literature review by analyzing existing sources against a specified topic.

Instructions

Evaluate research completeness and identify gaps

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
topicYesResearch topic to evaluate
sourcesNoList of sources already consulted

Implementation Reference

  • Execute function implementing the tool logic: extracts topic and sources, generates mock saturation analysis with completeness score, gaps, and recommendations.
    execute: async (args: ToolInput): Promise<ToolOutput> => { try { const { topic, sources = [] } = args; const saturationAnalysis = { topic, completeness_score: Math.floor(Math.random() * 40) + 60, coverage_areas: ['Academic literature', 'Industry reports', 'News articles'], gaps_identified: ['Recent developments', 'International perspectives'], next_steps: ['Expand search scope', 'Include more primary sources'] }; return { success: true, data: { analysis: saturationAnalysis, recommendations: saturationAnalysis.next_steps, completeness: `${saturationAnalysis.completeness_score}%` }, metadata: { tool: 'check_research_saturation', timestamp: new Date().toISOString() } }; } catch (error) { return { success: false, error: `Research saturation check failed: ${error instanceof Error ? error.message : String(error)}`, data: null }; } }
  • Input schema for the tool defining topic as required string and optional sources array.
    inputSchema: { type: 'object', properties: { topic: { type: 'string', description: 'Research topic to evaluate' }, sources: { type: 'array', items: { type: 'string' }, description: 'List of sources already consulted' } }, required: ['topic'] },
  • Direct registration of the check_research_saturation tool using registry.registerTool, including name, description, schema, and handler.
    registry.registerTool({ name: 'check_research_saturation', description: 'Evaluate research completeness and identify gaps', category: 'research', source: 'Thinking Analysis Engine', inputSchema: { type: 'object', properties: { topic: { type: 'string', description: 'Research topic to evaluate' }, sources: { type: 'array', items: { type: 'string' }, description: 'List of sources already consulted' } }, required: ['topic'] }, execute: async (args: ToolInput): Promise<ToolOutput> => { try { const { topic, sources = [] } = args; const saturationAnalysis = { topic, completeness_score: Math.floor(Math.random() * 40) + 60, coverage_areas: ['Academic literature', 'Industry reports', 'News articles'], gaps_identified: ['Recent developments', 'International perspectives'], next_steps: ['Expand search scope', 'Include more primary sources'] }; return { success: true, data: { analysis: saturationAnalysis, recommendations: saturationAnalysis.next_steps, completeness: `${saturationAnalysis.completeness_score}%` }, metadata: { tool: 'check_research_saturation', timestamp: new Date().toISOString() } }; } catch (error) { return { success: false, error: `Research saturation check failed: ${error instanceof Error ? error.message : String(error)}`, data: null }; } } });
  • src/index.ts:255-255 (registration)
    High-level call to registerThinkingAnalysisTools which registers check_research_saturation among other thinking analysis tools.
    registerThinkingAnalysisTools(this.toolRegistry); // 4 tools: deep_research, visualize_thinking, decompose_thinking, check_research_saturation

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