demandscope
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- AlicenseNot gradedqualityAmaintenanceMCP server that gives AI agents a ranked, evidence-backed board of what's trending in AI — repos, models, papers, news — and a daily brief, using fused signals from GitHub, Hacker News, npm, and more.495 PyPI3Apache 2.0
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- AlicenseNot gradedqualityAmaintenanceMCP server that helps coding agents research and prepare GitHub contributions by gathering repository guidance, related work, code context, and validation evidence into a local SQLite corpus, without ever writing to GitHub.116 npm3MIT
- AlicenseAqualityNot gradedmaintenanceStdio-based MCP server with 12 tools for brand name availability and safety checks. Returns structured JSON for domains (with pricing), social handles, USPTO/EUIPO trademarks, app stores, package registries, safety scoring, batch comparison, and filing readiness.1218 npm-
TDQS
Scored across 6 tools
Each tool targets a distinct source (GitHub, Hacker News, npm, PyPI) and a distinct metric (absolute signal vs trend vs downloads). Even the GitHub and HN pairs are clearly separated by the signal/trend distinction, leaving no meaningful overlap.
Most tools follow a source_metric pattern: github_repo_signal, github_trend, hn_signal, hn_trend, npm_downloads, pypi_downloads. The only minor inconsistency is that npm and PyPI use 'downloads' while GitHub and HN use 'signal'/'trend', but the pattern remains predictable and readable.
Six tools is well-scoped for a demand-signal aggregator covering multiple external data sources. Each tool earns its place by representing a distinct signal-source combination, and the count feels neither too thin nor bloated.
The toolset covers both absolute and trend signals for GitHub and Hacker News, plus package downloads for npm and PyPI. A minor gap is the lack of trend/growth comparison for npm and PyPI downloads, but the core demand-signal surface is otherwise well covered.