OpenFoodFacts-mcp

import { McpServer } from "@modelcontextprotocol/sdk/server/mcp.js"; import { logger } from "../transport/transports.js"; import { requestSampling } from "../sampling/sampling-service.js"; import { z } from "zod"; import { searchInRepo, findImportantFiles } from "./codebase-navigator.js"; /** * Registers the Issue Matcher tool with the MCP server * @param server The MCP server instance to register the tool with */ export function registerIssueMatcher(server: McpServer) { server.tool( "matchIssues", { repoPath: z.string().describe("Path to the repository root"), skillLevel: z.enum(["beginner", "intermediate", "advanced"]).default("beginner"), languages: z.array(z.string()).optional().describe("Programming languages the user is familiar with"), interests: z.array(z.string()).optional().describe("Areas of interest (e.g., 'frontend', 'docs', 'testing')"), maxIssues: z.number().default(5).describe("Maximum number of issues to return") }, async ({ repoPath, skillLevel = "beginner", languages = [], interests = [], maxIssues = 5 }) => { try { if (!repoPath) { return { isError: true, content: [{ type: "text", text: "Please provide a repository path." }] }; } // Get repository issues from GitHub API or local cache const issues = await searchInRepo(repoPath, "good first issue"); const issueFiles = await findImportantFiles(repoPath); // Create AI prompt to match issues with user profile const systemPrompt = "You are an experienced open source mentor helping match contributors with appropriate issues. " + "Consider the contributor's skill level, interests, and programming language experience " + "to suggest the most suitable issues for them to work on."; const samplingRequest = { messages: [{ role: "user" as const, content: { type: "text" as const, text: `Find the best matching issues for a contributor with: - Skill level: ${skillLevel} - Languages: ${languages.join(', ') || 'Not specified'} - Interests: ${interests.join(', ') || 'Not specified'} Available issues and related files: ${issues.map(issue => `- ${issue}`).join('\n')} Please suggest up to ${maxIssues} issues that would be good matches, explaining why each would be appropriate for this contributor.` } }], modelPreferences: { hints: [{ name: "claude-3" }, { name: "gpt-4" }], intelligencePriority: 0.8, speedPriority: 0.6 }, systemPrompt, includeContext: "thisServer" as const, temperature: 0.3, maxTokens: 2000 }; const aiResponse = await requestSampling(server, samplingRequest); return { content: [{ type: "text", text: `# Suggested Issues for Your Skills\n\n${aiResponse.content.text}` }] }; } catch (error) { logger.error('Error in matchIssues tool:', error); return { isError: true, content: [{ type: "text", text: `Error matching issues: ${error instanceof Error ? error.message : String(error)}` }] }; } } ); logger.info("Issue Matcher tool registered successfully"); }