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zulip

by zulip
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Python
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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 27 tools

    Disambiguation4/5

    Most tools have distinct purposes, but some overlap exists: 'reply' and 'send_message' both send messages, though 'reply' is for the current context and 'send_message' is for a specified stream/topic. 'edit_message' and 'resolve_topic' both modify content, but 'edit_message' is for a single message and 'resolve_topic' is for topic renaming. Descriptions help clarify these boundaries, but an agent might occasionally misselect between similar tools.

    Naming Consistency5/5

    Tool names follow a consistent snake_case pattern with clear verb_noun structures throughout, such as 'add_reaction', 'edit_message', 'get_messages', 'send_direct_message', and 'upload_file'. There are no deviations in naming conventions, making the set predictable and easy to understand.

    Tool Count3/5

    With 27 tools, the count feels heavy for a messaging server, though it covers a wide range of operations from message handling to user management and security. While comprehensive, it may overwhelm agents with too many options, especially given the overlapping purposes noted in disambiguation. A more streamlined set could improve usability without losing functionality.

    Completeness5/5

    The tool set provides complete coverage for Zulip's domain, including CRUD operations for messages (send, edit, delete via move/resolve), reactions, streams, topics, users, files, and sessions. It also includes advanced features like security verification, typing indicators, and context management, ensuring agents can handle all typical workflows without dead ends.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues

    Resources