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MCP Toolbox

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    Related Servers

    • TOOL4LM

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      A multi-tool MCP server that enhances local LLMs with web search, document reading, scholarly research, Wikipedia access, and calculator functions. Provides comprehensive tools for information retrieval and computation without requiring API keys by default.
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    • RAG MCP Server

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    • MCP Toolbox

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      Provides a versatile set of utility tools for LLMs, including text processing, web fetching, and search capabilities, all accessible via MCP.
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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

    A4.2/5.0

    Scored across 6 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: document search, document creation, document retrieval, document listing, web search, and calculation. Even search_documents and list_documents are well differentiated by query-driven search versus full listing.

    Naming Consistency4/5

    Most tools follow a clear verb_noun pattern (add_document, get_document, list_documents, search_documents). web_search inverts that order and calculate uses only a verb, but the overall naming is still readable and predictable.

    Tool Count5/5

    Six tools is a reasonable, focused size for a document management helper with optional web search and calculation utilities. Each tool contributes a distinct capability without redundancy or bloat.

    Completeness3/5

    The document lifecycle is incomplete: add, get, list, and search are covered, but there is no update or delete operation for stored documents, which is a notable gap for a document store. web_search and calculate are one-shot utilities and don't need additional operations.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

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