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ColabAI MCP Server

by AhmedCoolProjects
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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

    A3.7/5.0

    Scored across 3 tools

    Disambiguation4/5

    Each tool has a distinct primary purpose: searching, verifying, and formatting citations. There is minor overlap in that verify_citation returns formatted citations and format_bibtex also generates BibTeX, but the intent is clear enough to avoid frequent misselection.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun snake_case pattern: verify_citation, search_academic_papers, format_bibtex. The naming is predictable and clearly indicates each tool's action and object.

    Tool Count4/5

    Three tools form a compact set covering search, verification, and citation formatting. The count is on the lean side but reasonable for the server's focused academic citation workflow.

    Completeness4/5

    The workflow of searching, verifying, and formatting citations is covered, but there is no explicit tool for retrieving a single paper's full metadata by DOI. Agents can work around this using search_academic_papers and verify_citation, so the gap is minor.

    Maintenance

    ActivityStale
    ResponsivenessNo issues

    Resources