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Alternatives to jev-mcp

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    Related Servers

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      Enables MCP clients to run fast, local, non-autoregressive System-1 decisions on text, including classification, triage, routing, and safety gating, via six typed tools with probabilistic outputs.
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      Exposes local MCP tools for typed, calibrated LLM decisions — gating risky actions, yes/no judging, classification, ordinal rating, and multi-question decisions in one pass. Runs on the model Devin's CLI already provides via ACP (or a fully offline local backend), so agents get calibrated confidence with no extra API key, no Ollama, and no waitlist.
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    • A
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      Enables agents to verify claims against cited evidence, screen content for prompt injection and relevance before reading it, and rank candidates by meaning, all with calibrated probability verdicts.
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    TDQS

    A4.7/5.0

    Scored across 6 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: evaluate is a general-purpose judgment batcher, rank scores candidate texts, verify checks claims against evidence, gate_action flags risky actions, next_step guides agent loops, and list_models manages model selection. There is no meaningful overlap even among the three decision-oriented tools because they operate on different inputs and produce different verdict types.

    Naming Consistency5/5

    All tools share a consistent lowercase snake_case pattern with the jev_ prefix followed by an imperative verb or verb_noun (evaluate, rank, verify, gate_action, next_step, list_models). The convention is uniform and predictable, making it easy for an agent to infer tool purpose from the name alone.

    Tool Count5/5

    Six tools is a well-scoped set for a judgment-model server: a general evaluation API plus four specialized judgment variants and one meta-tool for model listing. Each tool earns its place and there is no sign of bloat or redundancy.

    Completeness5/5

    The tool surface covers the full lifecycle of using a calibrated judgment model: general evaluation, ranking, verification, action pre-flight, next-step guidance, and model discovery. The descriptions explicitly frame jev_evaluate as the catch-all, with the other tools as targeted specializations, so no obvious capability gap remains.

    Maintenance

    ActivityMaintained
    ResponsivenessUnresponsive