MCP.Market

Groundwork MCP server

online · 100% uptime
by groundworkdemographics.com·com.groundworkdemographics/groundwork·v1.0.0
No reviews yet

Site and market reports for any U.S. location: residents, incomes, spending, competitors, growth.

B77/100grade B
Write a reviewRun it
What users say
No reviews yet
Be the first
Safety scan
B77/100

full report

Adoption
New

Little public usage data yet

Reviews

Write one

Nobody has reviewed Groundwork yet.

If you have run it, two minutes of your experience saves the next person an afternoon.

Groundwork tools

Tool list not cached yet. `describe` through the gateway fetches it live.

Public scan report

scanner v0.1.10 · 2026-10-02 · same rubric, same numbers if you re-run it

1 low
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 576ms (auth required)20/20
  • –Tool poisoningtools not inspected (endpoint requires auth); not countedn/a
  • Auth qualityOAuth resource metadata advertised on 40115/15
  • Maintenanceno repository listed3/15
  • Maintainer identityendpoint served from the registry-verified namespace domain8/10

Findings (1)

  • lowNo source repository listedmaint.no-repo
Overall 77/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Groundwork compares

Against every graded Maps and travel MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
77/100
higher than 60% of 681 Maps and travel servers
Uptime
100%
of our recent checks; the typical remote Maps and travel server answers 100%
Response time
284 ms
faster than 54% of 452 Maps and travel servers

Install Groundwork in Claude Code, Cursor or VS Code

claude mcp add --transport http groundwork https://www.groundworkdemographics.com/mcp
Add to Cursor

Groundwork: common questions

Is Groundwork MCP server safe?
Mostly: it is graded B (77/100). Read the Groundwork safety report
How do I install Groundwork?
It runs remotely at www.groundworkdemographics.com. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does Groundwork need an API key?
No key to paste: it signs you in with OAuth when your client connects.
Is Groundwork maintained?
The latest release is v1.0.0.
Is Groundwork up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
What can I use instead of Groundwork?
Servers from other publishers that do the same job: geo-score MCP server, Decodo MCP server and HasData Airbnb MCP server.
How does Groundwork compare with other Maps and travel MCP servers?
safety score 77/100 (higher than 60% of 681 Maps and travel servers); uptime 100% (of our recent checks; the typical remote Maps and travel server answers 100%); response time 284 ms (faster than 54% of 452 Maps and travel servers). Full comparison.

Alternatives to Groundwork

Same job from other publishers: the closest match first, then the best rated.

  • geo-score
    Free 0-100 score: can AI engines cite a site? Plus citation checks with your own API keys.
    B
  • Decodo
    Enable your AI agents to scrape and parse web content dynamically, including geo-restricted sites
    A
  • HasData Airbnb
    Airbnb stays by location and dates, and full listing details, as structured JSON.
    A
  • Nslookup
    DNS lookups, health reports, SSL certs, security scans, GEO scoring, uptime checks
    B
  • RepeaterBook
    Look up amateur radio repeaters from RepeaterBook.com by location, band, and mode.
    B