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

mcp server

ai.smithery/alphago2580-naramarketmcp

Access Korea’s G2B procurement and Nara Market data for bid notices, awards, contracts, statistics…

Description as published by the maintainer. Source

  • version 1.14.1
  • slowing
  • document understanding

slowing — Most recent push to the repository was 2026-02-09. 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 2 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 2026-02-09 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 2 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
Latest published version 1.14.1 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2025-09-19 When the registry record was last updated by its maintainer. point in time Model Context Protocol
License Apache-2.0 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 2025-09-19 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

  • aikstockdata — Korean Stock Data — last commit 2026-08-05, shares korea, open-data
    KOSPI/KOSDAQ closing prices and DART regulatory filings. Free, no signup, no API key.
  • Korea Data Suite — last commit 2026-07-27, shares korea, open-data
    Korean public holidays, business-day math, and MOLIT real-estate transactions as MCP tools.
  • CrossFin — last commit 2026-02-26, shares korea
    AI agent access to Asian crypto markets. Korean exchange routing and x402 paid APIs.
  • io.github.CSOAI-ORG/korea-ai-basic-act-mcp — last commit 2026-06-26, shares korea
    Korea AI Basic Act compliance MCP — in force 22 Jan 2026. High-impact AI + GenAI labelling + MSIT
  • io.github.cliwant/mcp-sam-gov — last commit 2026-08-03, shares open-data, procurement
    Keyless MCP: 150 tools for US federal + state/local (SLED) contracting, spending & regulation
  • io.github.Aimiten/hilma-mcp — last commit 2026-05-15, shares procurement
    MCP server for Finnish public procurement notices (Hilma). Built by Aimiten.
  • mcp-zakupki — last commit 2026-07-14, shares procurement
    MCP server for Russian government procurement data (44-FZ / 223-FZ / 615-PP).
  • GovRider — last commit 2026-03-12, shares procurement
    Match tech products and consulting services to live government tenders, grants, and RFPs
  • io.github.dann26parr69/auravms-mcp — last commit 2026-07-07, shares procurement
    Create RFQs, compare supplier quotes with L1/L2/L3 ranking, and place purchase orders.
  • io.github.Digilac/simap-mcp — last commit 2026-08-04, shares procurement
    MCP server for simap.ch - Swiss public procurement platform

These share tags the maintainers applied themselves, such as korea, open-data, procurement. 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: ai-tools, fastmcp, g2b, government-data, korea, mcp, open-data, procurement, python.

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Sources

  1. alphago2580/naramarketmcp on GitHub — GitHub, observed , trust tier 3.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.