MentionForge
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AlicenseAqualityAmaintenanceEnables AI assistants to search Twitter/X, YouTube, Reddit, Google, app-store listings, and 100+ other public web data endpoints via natural language, with prepaid credit or per-call USDC payment and no account or OAuth required.510 npmMIT- AlicenseBqualityCmaintenanceEnables AI agents to check brand mentions across AI search surfaces like ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews using natural language queries.418 npm1MIT
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Agent Search Proofficial
FlicenseNot gradedqualityAmaintenanceEnables agent-native web search and multi-angle research synthesis with pay-per-call USDC payments on Base via x402, requiring no API keys or subscriptions.-
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TDQS
Scored across 12 tools
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.
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.
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.
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.