Skip to main content
Glama

get_analytics

Retrieve usage statistics for personas from local data to track engagement patterns and optimize persona selection strategies.

Instructions

페르소나 사용 통계를 조회합니다 (로컬 데이터만)

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Implementation Reference

  • src/index.ts:414-421 (registration)
    Registers the 'get_analytics' tool in the ListTools response, providing name, description, and empty input schema (no parameters required).
    { name: 'get_analytics', description: '페르소나 사용 통계를 조회합니다 (로컬 데이터만)', inputSchema: { type: 'object', properties: {}, }, },
  • The main handler for the 'get_analytics' tool. Loads analytics data, sorts and formats usage statistics and top context patterns, and returns a formatted text block with the results.
    case 'get_analytics': { const analytics = await loadAnalytics(); const usageList = Object.entries(analytics.usage) .sort((a, b) => b[1] - a[1]) .map(([name, count]) => ` ${name}: ${count} uses`) .join('\n'); const topPatterns: Record<string, string[]> = {}; Object.entries(analytics.contextPatterns).forEach(([persona, patterns]) => { const sorted = Object.entries(patterns) .sort((a, b) => b[1] - a[1]) .slice(0, 3); topPatterns[persona] = sorted.map(([kw]) => kw); }); const patternsList = Object.entries(topPatterns) .map(([persona, keywords]) => ` ${persona}: ${keywords.join(', ')}`) .join('\n'); return { content: [ { type: 'text', text: `📊 Persona Usage Analytics\n\n사용 횟수:\n${usageList || ' (no data)'}\n\n주요 컨텍스트 패턴:\n${patternsList || ' (no data)'}\n\n💡 이 데이터는 로컬에만 저장되며 전송되지 않습니다.`, }, ], }; }
  • Helper function that loads the analytics data from the local JSON file '~/.persona/.analytics.json', returning default empty object if file doesn't exist.
    async function loadAnalytics(): Promise<Analytics> { try { const data = await fs.readFile(ANALYTICS_FILE, 'utf-8'); return JSON.parse(data) as Analytics; } catch { return { usage: {}, contextPatterns: {} }; }
  • TypeScript interface defining the structure of the analytics data used by the get_analytics tool.
    interface Analytics { usage: Record<string, number>; contextPatterns: Record<string, Record<string, number>>; }

Latest Blog Posts

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/seanshin0214/persona-mcp'

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