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MentionForge

by EnkiduHub
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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

    A4.8/5.0

    Scored across 12 tools

    Disambiguation5/5

    Each tool has a clearly distinct output: time series, liveness, pricing, example payload, routing, entity profile, full brief, share of voice, digest buckets, risk, draft reply, and flat export. The descriptions also cross-reference 'use X instead' guidance, making accidental misselection unlikely.

    Naming Consistency4/5

    All tool names are lowercase snake_case verb_noun pairs, which is readable and predictable. Minor inconsistency exists between get_* retrieval tools and list_mentions/research_mentions, but the verb choice still communicates the operation.

    Tool Count5/5

    Twelve tools is well within the ideal range for a domain-specific research API. Each tool earns its place, including free support tools for health, pricing, examples, and tool selection alongside the paid research functions.

    Completeness5/5

    The surface covers the full read-only social-listening workflow: trends, full briefs, competitor comparison, digest grouping, risk detection, reply drafting, and mention export, plus necessary supporting tools. There are no obvious dead ends or missing core operations.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources