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LangSmith MCP Server

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    • LangSmith MCP Server by langchain-ai

      LangSmith MCP Serverofficial

      langchain-ai
      A
      license
      A
      quality
      F
      maintenance
      Enables language models to access LangSmith observability platform features including fetching conversation history, managing prompts, retrieving traces and runs, working with datasets and examples, and analyzing experiments.
      13
      22,602 PyPI
      131
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    • langfuse-mcp-java

      Log-LogN
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      license
      B
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      D
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      Query Langfuse traces, schema and datasets, scores and metrics, debug exceptions, analyze sessions, and manage prompts. Full observability toolkit for LLM applications.
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      3
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    • mcp-db-server

      rudraraval4
      A
      license
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      quality
      D
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      Enables LLM clients to query SQL databases via natural language with read-only, AST-validated, and capped queries, ensuring safety guarantees.
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    • DuckDB MCP Server

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      -
    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

    A4.1/5.0

    Scored across 5 tools

    Disambiguation5/5

    Each tool targets a distinct resource and action: listing runs, reading a single run, generating a URL, listing children, and listing projects. There is no ambiguity or overlap between them.

    Naming Consistency3/5

    All tools share a consistent 'ls_' prefix, but the verbs mix 'list', 'read', and 'get', creating a slight inconsistency. The pattern is still readable and predictable, but not as uniform as a pure verb_noun convention.

    Tool Count5/5

    Five tools is a well-scoped set for exploring LangSmith runs and projects. Each tool serves a specific purpose without redundancy or bloat.

    Completeness4/5

    The set covers all essential read-only workflows for runs, children, and projects. Minor gaps exist, such as no direct project detail tool or search/filter beyond what's offered, but these are workarounds and not dead ends.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources