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MishaelOliva

proactive-agent-mcp

by MishaelOliva
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Python
Hybrid

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    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

    A3.9/5.0

    Scored across 10 tools

    Disambiguation4/5

    The tools cluster into four clear domains: event-queue lifecycle (poll/complete/release/push), approval (request/verify), budget (track/set_active_session), and two standalone capabilities (compliance, RAG). complete_event vs release_event could be momentarily confused, but the descriptions clearly distinguish settling from returning to the pool. set_active_session and track_cost_budget are related but have distinct roles.

    Naming Consistency5/5

    Every tool follows a consistent verb_noun snake_case pattern (poll_event_queue, complete_event, verify_approval_token, track_cost_budget, etc.). No mixed conventions or vague verbs anywhere in the set.

    Tool Count5/5

    Ten tools is well within the sweet spot for a triage/guardrail agent, and each tool earns its place by covering a distinct operation rather than duplicating another. No bloat or thin coverage.

    Completeness4/5

    The event queue has full lifecycle coverage (push/poll/complete/release), approval has request+verify, and budget has tracking plus session selection. Minor gaps like inspecting queue depth or listing pending events exist, but agents can work around them via polling.

    Resources