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Alternatives to NEMAD MCP

No user-submitted related servers found.

    Related Servers

    • A
      license
      A
      quality
      D
      maintenance
      Provides AI assistants with access to materials science databases, enabling search and analysis of material properties, crystal structures, phase diagrams, and elastic properties through the Materials Project API.
      10
      1
      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.
      284 npm
      MIT
    • F
      license
      Not graded
      quality
      D
      maintenance
      Provides read-only MCP tools for hybrid semantic and keyword search over locally indexed PDF documentation, with citations and context retrieval for LLM agents.
      -
    • A
      license
      A
      quality
      D
      maintenance
      A tool for querying and analyzing materials data from the Materials Project database using natural language prompts, enabling materials scientists to explore properties, structures, and compositions of materials through conversational interfaces.
      3
      1
      BSD 3-Clause
    • A
      license
      Not graded
      quality
      C
      maintenance
      Pools multiple configured search provider API keys behind a single endpoint and exposes MCP tools for web search and document reading, enabling agents to keep searching when individual quotas are exhausted and fetch HTML/PDF content as Markdown.
      MIT

    TDQS

    A3.7/5.0

    Scored across 4 tools

    Disambiguation4/5

    The four tools have largely distinct roles: element-based search, formula-based search, cache listing, and paginated reading. The only plausible confusion is between nemad_search and nemad_formula_search, but the descriptions clearly distinguish comma-separated element sets from exact formulas.

    Naming Consistency4/5

    All names use a consistent nemad_ prefix and snake_case, with clear verb/object semantics (search, list_cache, read_results). nemad_formula_search slightly breaks the verb_noun ordering by leading with the noun 'formula', a minor deviation.

    Tool Count5/5

    Four tools is a tight, well-scoped surface for a search-and-cache server: two search entry points plus two cache/pagination utilities. No tool appears redundant or superfluous.

    Completeness4/5

    Search, cache listing, and paged retrieval cover the core workflow, but there is no way to explicitly clear or invalidate a cache entry (only 15-minute expiry), and no way to fetch a single full record by ID. These are minor, workable gaps.

    Maintenance

    ActivityMaintained
    ResponsivenessNo recent community issues