holaOS
★ 5.4k
vs
mcp-raganything
★ 13
holaOS vs mcp-raganything
holaOS: holaOS is an agent environment built for long-horizon work, continuity, and self-evolution. It provides agents with a structured operating system including runtime, memory, tools, apps, and durable state, enabling them to operate continuously, evolve over time, and remain inspectable across different runs.; mcp-raganything: A multi-modal RAG service that exposes a REST API and MCP server for document indexing and knowledge-base querying. It uses RAGAnything/LightRAG for indexing and retrieval, MinIO for object storage, and PostgreSQL for the knowledge graph. Each project is isolated by its own working directory.
01
TL;DR
Choose holaOS if…Building agents that perform complex, multi-step tasks over extended periods
Choose mcp-raganything if…Index and query documents for knowledge base Q&A
02
Side-by-Side Comparison
03
Features
holaOS01Structured operating system for agents
02Designed for long-horizon work and continuity
03Enables agents to self-evolve over time
04Provides durable state and memory for continuous operation
05Offers inspectable state across multiple runs
mcp-raganything01REST API and MCP Server
02Multi-modal RAG with BM25, vector, and hybrid search
03Supports 91 document formats via Kreuzberg
04PostgreSQL-backed knowledge graph with pgvector and BM25
05File browsing and reading from MinIO without indexing
04
Use Cases
holaOS↳Building agents that perform complex, multi-step tasks over extended periods
↳Developing continuously learning and evolving AI systems
↳Creating custom workspace applications on top of the holaOS environment
mcp-raganything↳Index and query documents for knowledge base Q&A
↳Browse and read files from object storage
↳Multi-modal search including text and images
05
Best For
holaOSTrendingMulti-AgentLLM Infra
mcp-raganythingTrendingRAG / Knowledge BaseVision / Multimodal
FAQ
FAQ
What is the difference between holaOS and mcp-raganything?
Both holaOS and mcp-raganything are in the Dev Tooling category. holaOS has 5.4k stars, while mcp-raganything has 13 stars.
Which is better, holaOS or mcp-raganything?
The best choice depends on your use case. Choose holaOS if Building agents that perform complex, multi-step tasks over extended periods, and mcp-raganything if Index and query documents for knowledge base Q&A.
Is holaOS free or open source?
Yes, holaOS is open source on GitHub (MIT).
Is mcp-raganything free or open source?
Yes, mcp-raganything is open source on GitHub.
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