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HackerNews Mention Intelligence

by io.github.contentforge-press
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Server Details

Track brand and product mentions on Hacker News: free snapshot, paid buzz intel via x402 USDC.

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Status
Unhealthy
Uptime
0.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP
URL
ChatGPT
–
Claude
–

TDQS

A3.6/5.0

Scored across 5 tools

Disambiguation3/5

All five tools operate on the same core data (HackerNews mentions), and the boundaries between mention_snapshot, mention_intel_report, and mention_landscape (all about counts + momentum) are fuzzy. The descriptions attempt to differentiate via cost, scale, and use case, but an agent could plausibly misselect among the higher-tier reporting tools for a single-keyword query.

Naming Consistency4/5

All tools share a clean 'mention_' prefix with lowercase snake_case suffixes, giving a coherent family. The only minor deviation is 'mention_batch_scan' using a verb-style compound while the others are noun/state oriented, but the pattern remains readable.

Tool Count5/5

Five tools is well-scoped for a mention-intelligence service, spanning free entry point, change detection, batch scanning, single-entity reporting, and strategic landscape. Each tier earns its place with a distinct price/scale niche.

Completeness4/5

The surface covers the mention lifecycle well: current state (snapshot), deltas (changes), multi-keyword scale (batch_scan), deep per-entity analysis (intel_report), and competitive ranking (landscape). Minor gaps exist around historical time-series beyond 7/30 days and cross-entity alerting, but core workflows are covered.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

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