Skip to main content
Glama

Related Servers

Alternatives to TOOL4LM

No user-submitted related servers found.

    Related Servers

    • A
      license
      A
      quality
      D
      maintenance
      An MCP server that enables web searching, URL content extraction, and summarization without requiring API keys. It also provides advanced mathematical evaluation and multi-language Wikipedia summary retrieval tools.
      5
      453 npm
      6
      MIT
    • A
      license
      Not graded
      quality
      C
      maintenance
      Zero-auth multi-source research MCP server that enables web search, reading URLs, PDFs, GitHub repos, and querying Hacker News, Stack Overflow, Semantic Scholar, and YouTube transcripts without API keys.
      78 PyPI
      11
      Apache 2.0
    • A
      license
      Not graded
      quality
      D
      maintenance
      A unified MCP server providing tools for web search, GitHub analysis, document parsing, browser automation, secure code execution, and forum parsing, enabling LLMs to perform a wide range of external tasks through a single backend.
      MIT
    • F
      license
      A
      quality
      D
      maintenance
      An all-in-one MCP server for local LLMs that provides live web access, math, shell/code execution, filesystem access, memory, and RAG over local files using LM Studio embeddings.
      39
      -

    TDQS

    C2.6/5.0

    Scored across 22 tools

    Disambiguation5/5

    Each unique operation has a distinct prefix and action (e.g., calc.eval, sch.search, web.fetch). Aliases are exact duplicates and do not create functional ambiguity. An agent can easily distinguish between different domains and operations.

    Naming Consistency4/5

    The original tools consistently use a domain.action pattern (e.g., calc.eval). However, the aliases switch to domain_action (e.g., calc_eval), introducing a minor inconsistency. The core pattern is clear, but the presence of both slightly reduces consistency.

    Tool Count4/5

    22 tools nominally, but effectively 11 unique operations due to aliases. This is reasonable for a server covering multiple domains (math, docs, search, web, wiki). The alias redundancy is minor and does not overwhelm the surface.

    Completeness4/5

    The tool set covers key operations for each domain: calculation, document indexing/reading, scholarly and web search, Wikipedia retrieval. Missing write/update operations (e.g., doc.write, wiki.edit) but these are likely out of scope for a LM-assistance tool server.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues