├── .claude └── commands │ ├── cleanup.md │ ├── generate-changelog.md │ ├── issue.md │ ├── pull-request.md │ ├── update-docs.md │ └── update-full-docs.md ├── .env.sample ├── .gitattributes ├── .github └── workflows │ ├── auto-update-deps.yml │ ├── dependency-check.yml │ └── meilisearch-tests.yml ├── .gitignore ├── .husky ├── commit-msg └── pre-commit ├── .npmrc ├── .nvmrc ├── .prettierignore ├── .prettierrc.mjs ├── AGENT.md ├── CHANGELOG.md ├── CLAUDE.md ├── CONTRIBUTING.md ├── Dockerfile ├── LICENSE ├── README.md ├── README_zh.md ├── chatmcp.yaml ├── commitlint.config.js ├── config ├── default.json └── printConfigEnv.ts ├── data ├── insert_mcp_server_prompt.md └── mcp_server_list.json ├── docs ├── ARCHITECTURE.md ├── GETTING_STARTED.md ├── MEILISEARCH_LOCAL.md ├── ROADMAP.md ├── TECHNICAL_REFERENCE.md ├── TROUBLESHOOTING.md ├── bugfix │ ├── issue-16-test-failures-fix.md │ └── offline-search-data-loading-fix.md ├── guides │ └── nacos-provider-integration.md ├── prd │ ├── feature-fetch-github-readme.md │ ├── feature-support-mellisearch.md │ ├── feature-add-custom-search-provider.md │ ├── feature-support-config.md │ └── feature-support-installation.md └── tech │ ├── 202506 │ ├── nacos-mcp-provider-integration.md │ └── search-interface-refactor-202506.md │ └── 202507 │ ├── issue-6-mcp-resources-plan.md │ ├── meilisearch-self-hosted-integration.md │ └── meilisearch-sequence-diagrams.md ├── eslint.config.js ├── examples └── additional-sources.json ├── package.json ├── playwright.config.ts ├── pnpm-lock.yaml ├── pnpm-workspace.yaml ├── renovate.json ├── scripts ├── data │ └── data.transform.mcp_servers.js ├── e2e │ ├── e2e.meilisearch.sh │ └── e2e.run.sh ├── inspector │ ├── inspector.manual.js │ └── inspector.smoke.js └── meilisearch │ └── meilisearch.start.sh ├── smithery.yaml ├── src ├── config │ ├── configLoader.ts │ ├── constants.ts │ └── meilisearch.ts ├── examples │ └── fetchGitHubReadmeExample.ts ├── index.ts ├── services │ ├── common │ │ ├── api │ │ │ └── getMcpResourceFetcher.ts │ │ ├── cache │ │ │ └── memoryCache.ts │ │ └── vector │ │ │ ├── VectorDB.ts │ │ │ └── XenovaVectorDB.ts │ ├── core │ │ ├── installation │ │ │ ├── configurationGuideService.ts │ │ │ ├── extractors │ │ │ │ ├── GitHubReadmeExtractor.ts │ │ │ │ ├── McpConfigurationExtractor.ts │ │ │ │ └── TraditionalInstallationExtractor.ts │ │ │ ├── factories │ │ │ │ ├── ExtractorFactory.ts │ │ │ │ └── FormatterFactory.ts │ │ │ ├── formatters │ │ │ │ ├── McpGuideFormatter.ts │ │ │ │ └── TraditionalGuideFormatter.ts │ │ │ ├── installationGuideService.ts │ │ │ ├── interfaces │ │ │ │ ├── IInstallationGuideFormatter.ts │ │ │ │ ├── IInstallationSectionExtractor.ts │ │ │ │ └── IReadmeContentExtractor.ts │ │ │ └── types │ │ │ │ └── InstallationGuideTypes.ts │ │ ├── search │ │ │ ├── CompassSearchProvider.ts │ │ │ ├── GetMcpSearchProvider.ts │ │ │ ├── MeilisearchSearchProvider.ts │ │ │ ├── NacosMcpProvider.ts │ │ │ ├── OfflineSearchProvider.ts │ │ │ ├── RerankMcpProcessorFactory.ts │ │ │ ├── RerankMcpService.ts │ │ │ ├── SearchMcpFactory.ts │ │ │ └── VectorSearchManager.ts │ │ └── server │ │ │ ├── ServerService.ts │ │ │ ├── endpoints │ │ │ └── SourcesEndpoint.ts │ │ │ ├── handlers │ │ │ └── RequestHandlerFactory.ts │ │ │ ├── index.ts │ │ │ ├── resources │ │ │ ├── BaseResourceHandler.ts │ │ │ └── LogResourceHandler.ts │ │ │ ├── tools │ │ │ ├── BaseToolHandler.ts │ │ │ ├── InstallMcpServerToolHandler.ts │ │ │ └── RecommendMcpServerToolHandler.ts │ │ │ ├── transports │ │ │ └── ExpressServer.ts │ │ │ └── types.ts │ ├── interfaces │ │ ├── cache.ts │ │ ├── vectorDBClient.ts │ │ ├── vectorSearchEngine.ts │ │ └── vectorSearchEngines.ts │ ├── loadService.ts │ ├── providers │ │ ├── meilisearch │ │ │ ├── controller.ts │ │ │ ├── localController.ts │ │ │ └── vectorEngine.ts │ │ ├── nacos │ │ │ ├── NacosClient.ts │ │ │ ├── NacosHttpClient.ts │ │ │ └── NacosMcpManager.ts │ │ ├── oceanbase │ │ │ ├── controller.ts │ │ │ ├── dataUpdateManager.ts │ │ │ └── vectorEngine.ts │ │ └── offline │ │ │ ├── enhancedMemoryVectorEngine.ts │ │ │ ├── offlineDataLoader.ts │ │ │ ├── vectorEngine.ts │ │ │ └── writableVectorEngine.ts │ ├── searchService.ts │ └── vectorEngineFactory.ts ├── tests │ ├── __snapshots__ │ │ └── vitest-example.test.ts.snap │ ├── fixtures │ │ └── search │ │ │ ├── cases │ │ │ ├── edgeCases.ts │ │ │ ├── github.ts │ │ │ ├── index.ts │ │ │ ├── prompx.ts │ │ │ └── redbook.ts │ │ │ ├── rerankMcpService.cases.ts │ │ │ ├── testUtils.ts │ │ │ └── types.ts │ ├── integration │ │ ├── api │ │ │ ├── app.test.ts │ │ │ └── endpoints.test.ts │ │ ├── providers │ │ │ ├── meilisearch-local.test.ts │ │ │ ├── meilisearch-search-provider.test.ts │ │ │ ├── meilisearch-vector-engine.test.ts │ │ │ ├── nacos │ │ │ │ └── NacosMcpProvider.test.ts │ │ │ └── oceanbaseTest.test.ts │ │ └── verify-offline-data.ts │ ├── setup.ts │ └── unit │ │ ├── config │ │ └── meilisearch-config.test.ts │ │ ├── examples │ │ ├── __snapshots__ │ │ │ └── vitest-example.test.ts.snap │ │ └── vitest-example.test.ts │ │ ├── services │ │ ├── installationGuideService.promptx.test.ts │ │ ├── installationGuideService.test.ts │ │ ├── installationGuideServiceSingle.test.ts │ │ ├── meilisearch-failover.test.ts │ │ ├── offline │ │ │ ├── offlineDataLoader.test.ts │ │ │ └── offlineSearch.test.ts │ │ ├── search │ │ │ └── rerankMcpService.test.ts │ │ ├── searchService.test.ts │ │ ├── server │ │ │ └── LogResourceHandler.test.ts │ │ └── vector-search-engine.test.ts │ │ └── utils │ │ ├── embedding.test.ts │ │ ├── githubUtils.test.ts │ │ └── vectorUtils.test.ts ├── types │ ├── global.d.ts │ ├── index.ts │ ├── nacos.ts │ └── search.ts └── utils │ ├── ListUtils.ts │ ├── embedding.ts │ ├── formatter.ts │ ├── githubUtils.ts │ ├── logger.ts │ ├── meilisearch-monitor.ts │ ├── pathUtils.ts │ └── vectorUtils.ts ├── tests ├── e2e │ ├── mcp-inspector.spec.ts │ └── meilisearch-local-e2e.spec.ts ├── global-setup.ts ├── global-teardown.ts └── helpers │ └── test-helpers.ts ├── tsconfig.jest.json ├── 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