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3 repos for data-ex · Any agent · DocsClear

Conversion from Excel to structured JSON (tables, shapes, charts) for LLM/RAG pipelines, and autonomous Excel reading/writing by AI agents via CLI and MCP integration.

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The open-source context layer for your AI. Catalog your tables, topics, queues and APIs then expose real metadata to your AI agents.

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A Model Context Protocol (MCP) server implementation that integrates with the Nutrient Document Web Service (DWS) Processor API, providing powerful PDF processing capabilities for AI assistants.

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