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NGOPilotMCP

by Wilsonnijc-bot
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Rust
Local

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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

    A4.3/5.0

    Scored across 4 tools

    Disambiguation5/5

    Each tool targets a distinct input type and workflow: photos of forms to Excel, audio to meeting notes, government PDFs, and rosters from workbooks. There is no overlap in purpose or input, so an agent can easily select the correct tool.

    Naming Consistency4/5

    Three tools share the 'careflow_' prefix, but the fourth uses 'roster_', and none follow a verb_noun pattern. The names are descriptive and readable, but slightly inconsistent in structure and prefix.

    Tool Count5/5

    Four tools is an ideal size for a domain-specific server, covering several distinct workflows without overwhelming the agent. Each tool has a clear role and earns its place.

    Completeness4/5

    Each tool provides a full workflow from input to review to export/publish, covering key NGO operation needs. Minor broader-domain gaps exist (e.g., client management, activity tracking), but the core workflows are well represented.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources