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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Qianqian Zhu

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Open access Aug 2026

Coala: a standard-based framework for converting CWL-described command-line tools into agentic toolsets

Command-line LLM-agent Adapter (Coala), a standard-based framework that bridges the Model Context Protocol (MCP) and the Common Workflow Language (CWL), which turns CWL tool descriptions into MCP-compatible, LLM-accessible schemas, treating tool definitions as data rather than code.

Qiang Hu, Qian-Qian Zhu, Hong Zhang et al. · 0 citations

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