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Tongzhao9417

MinerU MCP Server

by Tongzhao9417
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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

    A3.5/5.0

    Scored across 2 tools

    Disambiguation5/5

    The two tools have clearly distinct purposes: get_ocr_languages retrieves a list of supported languages for OCR, while parse_documents converts files to Markdown format. There is no overlap in functionality, making it easy for an agent to select the appropriate tool without confusion.

    Naming Consistency5/5

    Both tools follow a consistent verb_noun naming pattern (get_ocr_languages and parse_documents), using snake_case throughout. This predictability enhances readability and usability for agents, with no deviations in style.

    Tool Count2/5

    With only 2 tools, the server feels thin for a document processing domain that might include OCR and parsing. While the tools cover specific tasks, the scope suggests potential gaps (e.g., no tools for editing, saving, or managing documents), making it borderline too few for comprehensive functionality.

    Completeness3/5

    The tools cover basic OCR language retrieval and document parsing, but there are notable gaps in the document processing lifecycle. For example, there are no tools for creating, updating, or deleting documents, which could limit agent workflows and lead to dead ends in more complex tasks.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources