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nograai

Nogra MCP

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by nograai
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    Deploy Server
    Shareable, User-Owned Context BackendPeople, applications, and agents read, write, and coordinate together in one context lake. Reach it over MCP, a CLI, a Python SDK, or REST.fulcradynamics.comAd

    TDQS

    B3.1/5.0

    Scored across 32 tools

    Disambiguation2/5

    Many tools overlap in purpose, particularly the transport_* suite (register, update, status, return, watch, ack, cleanup, dispatch, etc.) and the run/event tools (update_run, recent_runs, post_event). Despite detailed descriptions, the boundaries between transport runs and regular runs are unclear, leading to likely misselection.

    Naming Consistency2/5

    Names follow multiple patterns: brief_* is consistent, but there is a mix of verb_noun (post_event, update_run) and transport_verb (transport_register, transport_submit_report) plus outliers like chain_pm_then_agent. No single convention dominates.

    Tool Count3/5

    32 tools is on the high side for a workflow management server. While many tools serve distinct lifecycle stages, the transport/run duplication inflates the count. A more streamlined set of 15-20 tools would be more appropriate.

    Completeness3/5

    Covers brief CRUD, event logging, run updates, and handoff construction. However, there are gaps: no tool to delete a brief, no single-run retrieval (only recent_runs and transport_status), and no direct run creation (transport_register is separate). Core workflows are present but not fully closed.

    Maintenance

    ActivityStale
    ResponsivenessNo issues

    Resources