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AgentTools

AgentTools

by kulas-100
OverviewSchemaSourceRelated ServersDiscussionsAdmin
Python
Hybrid

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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

    A3.9/5.0

    Scored across 9 tools

    Disambiguation4/5

    Most tools have clearly distinct purposes, but web_search and get_news overlap for current information, and invoice_extract can be confused with pdf_extract when invoices are PDFs. Descriptions largely help route correctly.

    Naming Consistency3/5

    All names use snake_case, but the conventions are mixed: verb_noun (get_weather), noun_verb (invoice_extract), noun (calculator), and bare verb (summarize). The names remain readable, but there is no single predictable pattern.

    Tool Count5/5

    Nine tools is well within the typical 3-15 range for a general agent toolkit, and each tool appears to earn its place as a distinct utility. There are no redundant variants or obvious filler tools.

    Completeness4/5

    The set covers a reasonable agent utility surface: document extraction, web reading/search, weather, math, news, summarization, and IP metadata. Some common gaps remain, such as generic file-format handling, OCR, or date/time utilities, but these are minor enough to work around.

    Maintenance

    ActivityMaintained
    ResponsivenessNo recent community issues

    Resources