Skip to main content
Glama

Open Search MCP

by flyanima
MIT License
2
  • Apple
  • Linux
thinking-analysis-tools.ts8.17 kB
/** * Thinking Analysis Tools * Provides deep research, visualization, and problem decomposition capabilities */ import { ToolRegistry } from '../tool-registry.js'; import { ToolInput, ToolOutput } from '../../types.js'; // Helper functions for enhanced data generation function generateVisualizationStructure(concept: string, style: string) { const baseStructure = { central_node: concept, branches: [] as string[], connections: [] as string[], levels: 3 }; switch (style) { case 'mind_map': baseStructure.branches = [ `${concept} - Core Concepts`, `${concept} - Applications`, `${concept} - Related Fields`, `${concept} - Future Directions`, `${concept} - Key Challenges` ]; break; case 'flowchart': baseStructure.branches = [ `Start: ${concept}`, `Process: Analyze ${concept}`, `Decision: Evaluate ${concept}`, `Output: Results of ${concept}`, `End: Conclusions` ]; baseStructure.connections = ['sequential', 'conditional', 'parallel']; break; case 'hierarchy': baseStructure.branches = [ `Level 1: ${concept} Overview`, `Level 2: ${concept} Components`, `Level 3: ${concept} Details`, `Level 4: ${concept} Implementation` ]; break; } return baseStructure; } function getNodeCount(style: string): number { const counts = { 'mind_map': 8, 'flowchart': 6, 'hierarchy': 12 }; return counts[style as keyof typeof counts] || 5; } export function registerThinkingAnalysisTools(registry: ToolRegistry): void { // Deep Research Tool registry.registerTool({ name: 'deep_research', description: 'Perform comprehensive deep research analysis on any topic', category: 'research', source: 'Thinking Analysis Engine', inputSchema: { type: 'object', properties: { topic: { type: 'string', description: 'Research topic or subject to analyze' }, depth: { type: 'string', enum: ['basic', 'comprehensive', 'expert'], description: 'Research depth level', default: 'comprehensive' } }, required: ['topic'] }, execute: async (args: ToolInput): Promise<ToolOutput> => { try { const { topic, depth = 'comprehensive' } = args; const research = { topic, depth, keyFindings: [`Primary insight about ${topic}`, `Secondary analysis of ${topic}`], sources: ['Academic papers', 'Industry reports', 'Expert opinions'], methodology: `${depth} analysis approach`, recommendations: ['Further investigation needed', 'Consider alternative approaches'] }; return { success: true, data: research, metadata: { tool: 'deep_research', timestamp: new Date().toISOString() } }; } catch (error) { return { success: false, error: `Deep research failed: ${error instanceof Error ? error.message : String(error)}`, data: null }; } } }); // Thinking Visualization Tool registry.registerTool({ name: 'visualize_thinking', description: 'Create visual representations of concepts and thinking processes', category: 'research', source: 'Thinking Analysis Engine', inputSchema: { type: 'object', properties: { concept: { type: 'string', description: 'Concept or idea to visualize' }, style: { type: 'string', enum: ['mind_map', 'flowchart', 'hierarchy'], description: 'Visualization style', default: 'mind_map' } }, required: ['concept'] }, execute: async (args: ToolInput): Promise<ToolOutput> => { try { const { concept, style = 'mind_map' } = args; const visualization = { concept, style, structure: generateVisualizationStructure(concept, style), description: `${style} visualization of ${concept}`, metadata: { complexity_level: 'intermediate', node_count: getNodeCount(style), recommended_tools: ['Mermaid', 'Graphviz', 'Draw.io'], export_formats: ['SVG', 'PNG', 'PDF', 'JSON'] } }; return { success: true, data: visualization, metadata: { tool: 'visualize_thinking', timestamp: new Date().toISOString() } }; } catch (error) { return { success: false, error: `Visualization failed: ${error instanceof Error ? error.message : String(error)}`, data: null }; } } }); // Problem Decomposition Tool registry.registerTool({ name: 'decompose_thinking', description: 'Break down complex problems into manageable components', category: 'research', source: 'Thinking Analysis Engine', inputSchema: { type: 'object', properties: { problem: { type: 'string', description: 'Complex problem or topic to decompose' }, method: { type: 'string', enum: ['hierarchical', 'functional', 'temporal'], description: 'Decomposition method', default: 'hierarchical' } }, required: ['problem'] }, execute: async (args: ToolInput): Promise<ToolOutput> => { try { const { problem, method = 'hierarchical' } = args; const decomposition = { problem, method, components: [ { level: 1, component: `${problem} - Component 1` }, { level: 2, component: `${problem} - Component 2` } ], relationships: ['Component dependencies', 'Sequential relationships'] }; return { success: true, data: decomposition, metadata: { tool: 'decompose_thinking', timestamp: new Date().toISOString() } }; } catch (error) { return { success: false, error: `Problem decomposition failed: ${error instanceof Error ? error.message : String(error)}`, data: null }; } } }); // Research Saturation Check Tool registry.registerTool({ name: 'check_research_saturation', description: 'Evaluate research completeness and identify gaps', category: 'research', source: 'Thinking Analysis Engine', inputSchema: { type: 'object', properties: { topic: { type: 'string', description: 'Research topic to evaluate' }, sources: { type: 'array', items: { type: 'string' }, description: 'List of sources already consulted' } }, required: ['topic'] }, execute: async (args: ToolInput): Promise<ToolOutput> => { try { const { topic, sources = [] } = args; const saturationAnalysis = { topic, completeness_score: Math.floor(Math.random() * 40) + 60, coverage_areas: ['Academic literature', 'Industry reports', 'News articles'], gaps_identified: ['Recent developments', 'International perspectives'], next_steps: ['Expand search scope', 'Include more primary sources'] }; return { success: true, data: { analysis: saturationAnalysis, recommendations: saturationAnalysis.next_steps, completeness: `${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 }; } } }); }

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/flyanima/open-search-mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server