dify
MCPNOASSERTION
Open-source LLM app development platform for building AI workflows, RAG pipelines, and agents.
153k·LLM Ops·Open source
unstract
MCPOpen sourceOpen-source LLM platform to extract structured JSON from unstructured documents via API, ETL, or MCP.
7.1kAGPL-3.0
LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows
Pros
- +Natural language prompt-based schema definition
- +Multiple deployment options: API, ETL, MCP server, n8n node
- +Supports various LLM providers (OpenAI, Anthropic, Bedrock, Ollama)
- +Self-hostable with Docker Compose
Cons
- −Requires Docker and 8GB RAM minimum
- −Setup complexity for non-technical users
- −AGPL-3.0 license may restrict commercial use
Target audience: Developers and data teams in finance, insurance, healthcare, and compliance needing to automate document data extraction.
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