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ContextualAI

Contextual MCP Server

Official
by ContextualAI
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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

    C2.7/5.0

    Scored across 1 tool

    Disambiguation5/5

    With only one tool, there is no possibility of confusion or overlap between tools. The tool 'query' has a clearly distinct and singular purpose, making disambiguation perfect.

    Naming Consistency5/5

    Since there is only one tool, naming consistency is inherently perfect. The tool name 'query' follows a simple, clear pattern with no deviations to assess.

    Tool Count2/5

    A single tool for an 'enterprise search' server feels thin and under-scoped. While it might handle basic queries, it lacks complementary tools for managing or refining searches, making the count inappropriate for the apparent domain.

    Completeness2/5

    The tool surface is severely incomplete for enterprise search. It only provides a query function, missing essential operations like indexing, filtering, updating knowledge bases, or handling search results, which are critical for such a domain.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources