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    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables natural language querying of OPTIMADE-compatible material databases like Materials Project and Materials Cloud via the Model Context Protocol. It provides tools for linting query filters, discovering database providers, and accessing full structured data results as MCP resources.
      4
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      Provides computed (DFT) materials structures and thermodynamic properties through the Pipeworx MCP gateway, enabling AI agents to query materials data via natural language or tool calls.
      15
      MIT
    • A
      license
      Not graded
      quality
      D
      maintenance
      Enables first-principles calculations (SCF, structure optimization, molecular dynamics, etc.) for quantum chemistry and materials science using ABACUS, with intelligent parameter suggestions and result analysis through natural language.
      GPL 3.0