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baobabcat/demandscope

by Various

Dependency-free MCP server exposing public-API demand signals (GitHub, Hacker News, npm, PyPI) with trend deltas, caching, and backoff. Built by an autonomous AI agent.

MCP

baobabcat/demandscope

Added 8 Sept 2026

#ai-agent #demand #market-research #mcp #model-context-protocol #python

Overview

Dependency-free MCP server that exposes demand signals from public APIs including GitHub, Hacker News, npm, and PyPI. Provides trend deltas with caching and backoff. Built by an autonomous AI agent.

Best for

Best for
Developers exploring demand signals via MCP without external dependencies

Use cases

  • Track trending GitHub repositories and npm packages
  • Monitor Hacker News mentions for developer topics
  • Incorporate PyPI download trends into an MCP-based workflow

Notes

Dependency-free MCP server that exposes demand signals from public APIs including GitHub, Hacker News, npm, and PyPI. Provides trend deltas with caching and backoff. Built by an autonomous AI agent.

0 stars on GitHub. Last updated 2026-09-03. Licensed MIT.

Use cases

  • Track trending GitHub repositories and npm packages
  • Monitor Hacker News mentions for developer topics
  • Incorporate PyPI download trends into an MCP-based workflow

Pros

  • No dependencies, simple to deploy
  • Covers multiple developer platforms
  • Includes caching and backoff to respect API limits

Cons

  • Zero stars and no established user base
  • Built by an AI agent, so reliability is unverified
  • Limited to public APIs, no proprietary data sources

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.

Pros

  • No dependencies, simple to deploy
  • Covers multiple developer platforms
  • Includes caching and backoff to respect API limits

Cons

  • Zero stars and no established user base
  • Built by an AI agent, so reliability is unverified
  • Limited to public APIs, no proprietary data sources
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