{"id":49401629,"url":"https://github.com/zumatt/msa","last_synced_at":"2026-04-28T18:14:05.121Z","repository":{"id":296418187,"uuid":"993315371","full_name":"zumatt/msa","owner":"zumatt","description":"Multi Search Aggregator is a python script to perform systematic literature review on multiple platforms","archived":false,"fork":false,"pushed_at":"2025-05-30T16:05:50.000Z","size":13,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-05-30T22:04:11.619Z","etag":null,"topics":["scraper","systematic-literature-reviews","web-scraping-python"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/zumatt.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-05-30T15:20:52.000Z","updated_at":"2025-05-30T16:05:53.000Z","dependencies_parsed_at":"2025-05-30T22:09:28.280Z","dependency_job_id":"9b1ce301-e889-4cdf-82d7-4000f4b1d457","html_url":"https://github.com/zumatt/msa","commit_stats":null,"previous_names":["zumatt/msa"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/zumatt/msa","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zumatt%2Fmsa","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zumatt%2Fmsa/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zumatt%2Fmsa/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zumatt%2Fmsa/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zumatt","download_url":"https://codeload.github.com/zumatt/msa/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zumatt%2Fmsa/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32392676,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-28T14:34:11.604Z","status":"ssl_error","status_checked_at":"2026-04-28T14:32:37.009Z","response_time":56,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["scraper","systematic-literature-reviews","web-scraping-python"],"created_at":"2026-04-28T18:14:01.272Z","updated_at":"2026-04-28T18:14:05.114Z","avatar_url":"https://github.com/zumatt.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Multi-Search Aggregator (MSA)\n\n\u003cdiv align=\"center\"\u003e\n\n![MSA Banner](https://img.shields.io/badge/Multi--Search%20Aggregator-0.0.1-violet)\n![License](https://img.shields.io/badge/license-MIT-green)\n![Python](https://img.shields.io/badge/python-3.8%2B-blue)\n![Status](https://img.shields.io/badge/status-active-success)\n\n\u003c/div\u003e\n\nMulti-Search Aggregator (MSA) is a powerful tool that combines multiple search engines and data sources into a single, unified interface. It provides efficient and comprehensive search capabilities across various platforms.\n\n## Search Engines\n\n- [x] Google\n- [x] DuckDuckGo\n- [x] Google Scholar\n- [x] Zenodo\n- [x] ResearchGate via Google\n- [ ] DOAJ\n- [ ] OpenAIRE\n- [x] arXiv\n- [x] CORE\n- [ ] Crossref\n- [ ] Europe PMC\n\n## Features\n\n- Unified search interface\n- Multiple search engine support\n- Advanced filtering options\n- Fast and efficient results\n- Secure data handling\n\n## Installation\n\n1. Clone the repository:\n```bash\ngit clone https://github.com/zumatt/msa.git\ncd msa\n```\n\n2. Create a virtual environment (recommended):\n```bash\n./msa install\n```\n\n## Usage\n\nPerform a search\n```bash\n./msa search \"your-search\"\n```\n\nClean the results\n```bash\n./msa clean\n```\n\n## Contributing\n\nContributions are welcome! Please feel free to submit a Pull Request.\n\n1. Fork the repository\n2. Create your feature branch (`git checkout -b feature/AmazingFeature`)\n3. Commit your changes (`git commit -m 'Add some AmazingFeature'`)\n4. Push to the branch (`git push origin feature/AmazingFeature`)\n5. Open a Pull Request\n\n## License\n\nThis project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.\n\n## Authors\n\nMatteo Subet aka [Zumat](https://github.com/zumatt)\n\n---\n\nThis work was carried out as part of the doctoral study _Integrating Digital Literacy and Open Process Documentation as Design Practices to Support Urban Manufacturing_ developed by \u003ca href=\"https://zumat.ch\"\u003eMatteo Subet\u003c/a\u003e in the doctoral programme _Experimental Sciences and Technology_ at the \u003ca href=\"https://uvic.cat\"\u003eUniversity of Vic - Central University of Catalonia\u003c/a\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzumatt%2Fmsa","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fzumatt%2Fmsa","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzumatt%2Fmsa/lists"}