ZBS Index What actually exists in applied AI, with the source next to it

mcp server

BuyWhere MCP

Product search, price comparison, and affiliate-ready shopping across Singapore and US retailers.

Description as published by the maintainer. Source

  • version 0.3.1
  • active
  • retrieval

active — Most recent push to the repository was 2026-07-30. Dashed tags are derived by ZBS Index from the published description, not stated by the maintainer.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
GitHub stars 6 Number of GitHub accounts that bookmarked this repository since it was created. It is a bookmark count, not installs, not active users and not quality. cumulative, all time GitHub
Last commit 2026-07-30 Date of the most recent push to any branch. This is the strongest cheap indicator of whether the project is still maintained. point in time GitHub
Open issues 10 Open issues plus open pull requests, as GitHub counts them together. A high number can mean an active project or an abandoned one. as of fetch GitHub
Package downloads 102 downloads Package downloads from the npm registry in this window. Includes continuous integration runs, mirrors and automated installs, so it overstates the number of human users. 2026-07-30 to 2026-08-05 npm
Latest published version 0.3.1 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-05-03 When the registry record was last updated by its maintainer. point in time Model Context Protocol
License MIT Licence GitHub detected in the repository. Detection can be wrong; the LICENSE file is authoritative. as of fetch GitHub
First listed in the MCP Registry 2026-05-03 Date this server was first published to the official MCP Registry. Not a usage or quality measure. point in time Model Context Protocol
repository status active The repository exists on GitHub and is not archived. This says nothing about how recently it was worked on. as of fetch GitHub

Where to get it

Related, by what their authors tagged them

  • BuyWhere Product Catalog — last commit 2026-08-06, shares buywhere, product-catalog, singapore
    Search 1.5M+ products across 20+ platforms. Compare prices, find deals, browse categories.
  • BuyWhere MCP Server — last commit 2026-08-06, shares buywhere, product-catalog, singapore
    Agent-native product catalog for AI shopping agents. 296M+ products, 28 countries.
  • io.github.cyanheads/hn-mcp-server — last commit 2026-07-28, shares hackernews
    Browse Hacker News feeds, threads, and user profiles with full-text search.
  • io.github.dan24ou-cpu/agent-signal — archived, last commit 2026-04-17, shares shopping
    Collective intelligence for AI shopping agents — product intel, deals, and more
  • Depureco Industrial Vacuum Explorer — last commit 2026-05-29, shares product-catalog
    Industrial vacuum configurator: 150+ products, 24 sectors, ATEX certifications, technical specs.
  • dev.nexbid/discovery — last commit 2026-06-10, shares commerce
    Search and discover advertiser products through an open marketplace for AI agents.
  • io.github.dentro-fyi/dentro — last commit 2026-04-29, shares commerce
    Structured commerce data for AI agents. 22,000+ DTC brands, real prices, real stock.
  • io.github.drivenbymyai-max/sputnikx-market — last commit 2026-03-31, shares commerce
    EU trade analytics, product catalog, orders, and heating fuel calculator for AI agents.
  • Agent Rails — last commit 2026-08-06, shares commerce
    Shopping MCP for AI agents: search, compare, Amazon buy links. Auto-register.
  • io.github.gabrielmahia/soko-mcp — last commit 2026-07-18, shares commerce
    📊 soko-mcp — Kenya Commodity Price Intelligence MCP Server

These share tags the maintainers applied themselves, such as buywhere, product-catalog, singapore, hackernews. Common tags like "mcp" or "ai" are ignored for this: agreeing with six hundred other projects is not a similarity.

This is not a recommendation and not a test result. It is a map of what the authors said their work is about.

How the author describes it

Topics the maintainer set on GitHub: a2a, agent2agent, ai-agent, buywhere, claude, commerce, cursor, e-commerce, hackernews, mcp, mcp-server, model-context-protocol, product-catalog, shopping, singapore, us.

This record as data

Every field on this page, with its source and observation date, is in the catalog JSON. Fetch the whole kind at once instead of parsing this HTML.

GET /api/v1/entries/mcp_server.json

Sources

  1. BuyWhere/buywhere-mcp on GitHub — GitHub, observed , trust tier 3.
  2. @buywhere/mcp-server download counts — npm, observed , trust tier 3.
  3. Official MCP Registry — Model Context Protocol, observed , trust tier 1.