{"schema":"cloudm0n.agent-handoff.v1","generatedAt":"2026-09-01T19:35:36.104Z","software":{"slug":"opendatalab/MinerU","name":"MinerU","source":"https://github.com/opendatalab/MinerU","tagline":"Transforms complex documents like PDFs and Office docs into LLM-ready markdown/JSON for your Agentic workflows.","summary":"Provisional external discovery candidate. Transforms complex documents like PDFs and Office docs into LLM-ready markdown/JSON for your Agentic workflows.","topics":["ai4science","document-analysis","docx","extract-data","layout-analysis","ocr","parser","pdf","pdf-converter","pdf-extractor-llm","pdf-extractor-pretrain","pdf-extractor-rag"]},"decision":{"fitScore":63,"verdict":"NICHE","analysisState":"ANALYZED","whatItDoes":"Transforms complex documents like PDFs and Office docs into LLM-ready markdown/JSON for your Agentic workflows.","whyFound":"CLOUDM0N matched this repository through its capability signals: ai4science, document-analysis, docx, extract-data, layout-analysis.","bestFor":"Provisional external discovery candidate. Transforms complex documents like PDFs and Office docs into LLM-ready markdown/JSON for your Agentic workflows.","tradeOff":"No explicit trade-off is documented in the current CLOUDM0N analysis. Review the source, trust evidence, and target environment before adoption.","adoption":"VERIFY_FIRST"},"trust":{"security":{"status":"REVIEW","score":80,"commitSha":"4fe4bde114a23ee5dd637eae99b767f4669bf58c","scannedAt":"2026-08-31T10:10:08.525Z"}},"architecture":{"evidenceLevel":"CODE_EVIDENCE","source":"ARCHITECTURE_SCAN","commitSha":"4fe4bde114a23ee5dd637eae99b767f4669bf58c","strategy":null,"runtimeImage":null,"workdir":null,"protocol":null,"capabilities":["ai4science","document-analysis","docx","extract-data","layout-analysis","ocr","parser","pdf","pdf-converter","pdf-extractor-llm","pdf-extractor-pretrain","pdf-extractor-rag"],"note":"Architecture context comes from static code and repository evidence. CLOUDM0N does not execute the repository before adoption."},"install":{"evidenceLevel":"AGENT_VERIFICATION_REQUIRED","source":null,"installCommand":null,"startCommand":null,"healthCommand":null,"networkDuringInstall":null,"protocolProbe":null,"caution":"Installation is intentionally deferred to the user’s coding agent. The agent must inspect official documentation and the target environment before proposing or making changes."},"alternatives":[{"slug":"oxylabs/oxylabs-ai-studio-py","name":"oxylabs-ai-studio-py","fitScore":91,"verdict":"MUST TRY","security":{"status":"PASS","score":100},"focus":"Structured data gathering from any website using AI-powered scraper, crawler, and browser automation. Scraping and crawling with natural language prompts. Equip your LLM agents with fresh data. AI Studio python SDK for intelligent web data gathering. "},{"slug":"holaboss-ai/holaOS","name":"holaOS","fitScore":71,"verdict":"WATCH","security":{"status":"REVIEW","score":45},"focus":"holaOS คือ Agentic OS ที่ทำให้ AI Agent สามารถทำงานดิจิทัลได้ทุกอย่างบนคอมพิวเตอร์ของคุณ ไม่ว่าจะเป็นการจัดการไฟล์ ท่องเว็บ หรือรันโปรแกรมต่างๆ ผ่าน Natural Language ด้วย Electron + TypeScript + MCP Protocol ที่ Open Source สำหรับ Developer ที่อยากสร้าง Desktop AI Agent ของตัวเอง"},{"slug":"TencentCloud/TencentDB-Agent-Memory","name":"TencentDB-Agent-Memory","fitScore":70,"verdict":"WATCH","security":{"status":"REVIEW","score":0},"focus":"TencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and code into four reusable memory assets (Chat Memory, Skill, LLM-Wiki, Code-Graph) that are governed, shared, and equipped across agents and frameworks."}],"nextAction":"Review or complete Security evidence before adoption. Do not install based on Fit alone.","policy":{"sponsoredRanking":false,"cloudm0nExecutesInstall":false,"approvalRequiredBeforeChanges":true,"fitDoesNotOverrideTrust":true}}