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Alternatives to demandscope

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    Related Servers

    • A
      license
      Not graded
      quality
      A
      maintenance
      MCP 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.
      332 PyPI
      3
      Apache 2.0
    • A
      license
      Not graded
      quality
      B
      maintenance
      A local MCP server that gives AI agents access to developer tooling — GitHub (read-only), documentation search, and web research — via stdio transport.
      MIT
    • A
      license
      A
      quality
      C
      maintenance
      Enables coding agents to search an index of 22k+ MCP servers, agent skills and coding-agent plugins directly from chat, returning matches with stars, install commands and page links, plus trending repos and curated best-of topic lists. Read-only, no API key required, usable via a hosted HTTP endpoint or locally over stdio.
      4
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      MCP 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.
      98 npm
      5
      MIT

    TDQS

    A3.5/5.0

    Scored across 6 tools

    Disambiguation5/5

    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.

    Naming Consistency4/5

    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.

    Tool Count5/5

    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.

    Completeness4/5

    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.

    Maintenance

    ActivitySlowing
    ResponsivenessNo issues