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Look up HEA descriptors and phase-prediction rules with provenance.
Copy the install command and let the AI configure it · recommended for beginners
Please install the "HEA-Bench" MCP server from askskill: Run: claude mcp add 'io-github-dfieser-hea-bench' -- uvx hea-bench
Materials researchers can use it to quickly look up descriptors and phase-prediction rules for high-entropy alloys or oxides, along with provenance. This reduces manual effort when compiling rules from literature.
Students starting work on high-entropy materials can use this tool to learn structured descriptors and prediction rules. The provenance also helps them trace the original basis for further study.
Data analysts can organize descriptors and rules for high-entropy alloys and oxides side by side for downstream analysis or model preparation. The included provenance supports verification.
It is an MCP tool for high-entropy alloys and high-entropy oxides that provides descriptors and phase-prediction rules with provenance. It is useful for research lookup, organization, and comparison.
Based on the provided description, it focuses on descriptors, phase-prediction rules, and provenance for high-entropy alloys and oxides. For detailed fields or formats, see the source repository.
The provided materials do not include installation steps, runtime details, or API key requirements. For prerequisites and setup, see the source repository.
Query a MySQL database of metallurgical materials and alloys in natural language.
Extract variable relationships, causal direction, and source traceability from research papers.
Conduct HEOR research, economic analyses, and HTA dossier preparation.
Discover HEPData records and tables with read-only access and export links.
Provides official EPH rules so AI can generate accurate R/Python analysis code.