Skip to main content
Glama
Hiran001

scilib

by Hiran001
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Local

Related Servers

Alternatives to scilib

No user-submitted related servers found.

    Related Servers

    • Academix MCP

      kyeshmz
      F
      license
      Not graded
      quality
      D
      maintenance
      Aggregates academic paper search from multiple databases (OpenAlex, Semantic Scholar, etc.) with PDF storage and full-text search capabilities.
      1
      -

    • research-mcp

      lduda79
      F
      license
      A
      quality
      B
      maintenance
      Enables semantic search across personal PDF paper collections with page-level citations, allowing users to query their library from any MCP-capable client.
      9
      -

    • Paperlib MCP

      h-lu
      F
      license
      C
      quality
      B
      maintenance
      Enables academic literature management through PDF import, hybrid search, knowledge graph construction, and automated literature review generation. Combines full-text search with semantic vector search for comprehensive paper analysis.
      55
      -

    • Paper Search MCP

      Dianel555
      A
      license
      B
      quality
      A
      maintenance
      Enables searching and downloading academic papers from 14 platforms including arXiv, PubMed, Google Scholar, Web of Science, Springer, and Sci-Hub with unified data format and intelligent rate limiting.
      21
      1,634 npm
      185
      MIT

    • Literature Evidence MCP

      phy-zhangzl
      A
      license
      Not graded
      quality
      C
      maintenance
      Enables local-first, versioned evidence retrieval from papers without loading the whole library into a conversation, with optional Zotero, writing, fixed-commit code, and experiment record integration returning bounded excerpts and page images.
      MIT
    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A3.7/5.0

    Scored across 14 tools

    Disambiguation5/5

    Every tool has a distinct role: lit_* handles external literature, lib_* handles the local library, pdb_entry/uniprot_entry are clearly separated database lookups, and configure/audit_log are system-level. Even similar actions like lit_get versus lit_fetch are cleanly differentiated by 'resolve routes' vs 'download and index'.

    Naming Consistency4/5

    Names generally follow a clear snake_case convention with lit_ and lib_ prefixes, making the family relationships obvious. Minor deviations exist—lit_cited_by and lit_references are noun-like rather than verb-action, and pdb_entry/uniprot_entry/audit_log do not follow the verb_noun pattern—but the overall scheme remains highly predictable.

    Tool Count5/5

    Fourteen tools is within the ideal range and each tool earns its place. The set covers external search, retrieval, citation analysis, local-library management, database lookups, configuration, and audit, without redundant or filler tools.

    Completeness5/5

    The scholarly workflow is well covered end-to-end: discover via lit_search, resolve via lit_get, obtain full text via lit_fetch, explore context via lit_cited_by/lit_references, and fall back to lit_request_copy. Local-library tools close the loop with lib_index, lib_search, and lib_read, while configure and audit_log provide necessary governance.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources