Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Find and enrich local businesses from Google Maps with owners, emails, phones, websites, and more.
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Works in Claude on the web, desktop and mobile:
https://www.mapsdata.io/mcpRun this in your terminal
claude mcp add --transport http mapsdata https://www.mapsdata.io/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"mapsdata": {
"url": "https://www.mapsdata.io/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"mapsdata": {
"type": "http",
"url": "https://www.mapsdata.io/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://www.mapsdata.io/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Tool names and descriptions exactly as the server reported them on Nov 6, 2026. The maker wrote them, not us; we show them as plain text.
check_accountReturn the current plan, available lead credits, per-search limit, and active jobs. Call this before any credit-spending search or enrichment.
find_locationsResolve a city or region to Mapsdata's canonical location label. Use the returned label and country_code when calling search_businesses. Does not use credits.
find_categoriesFind canonical Google business category names for a niche. Use display_name as the search query when an exact category is appropriate. Does not use credits.
search_businessesStart one asynchronous Google Maps business search in one canonical location. This uses Pay on Find. First call check_account and find_locations, tell the user the maximum cost (up to 3 credits per business, capped by the available balance), and note that starting an enriched run
list_searchesList this account's discovery searches, newest first, including searches created in the Mapsdata dashboard, REST API, and MCP. Use scope to narrow the source. Does not use credits.
search_statusGet progress and credit usage for one discovery search. Does not use credits.
get_search_resultsReturn one page of enriched businesses already found by a discovery search. Results may be read while the job is running. Continue while has_more is true, then fetch all pages once more after the job reaches completed. Does not use credits.
get_businessGet one complete business record by the business ID returned in a search or enrichment result page. Does not use credits.
enrich_businessesStart asynchronous contact enrichment for businesses the user already has. This uses Pay on Find. First call check_account, state the maximum cost (up to 3 credits per submitted business, capped by the available balance), and obtain confirmation. Starting the job requires at leas
list_enrichmentsList this account's supplied-business enrichment jobs, newest first. Use scope to narrow the source. Does not use credits.
enrichment_statusGet progress and credit usage for a supplied-business enrichment job. Does not use credits.
get_enrichment_resultsReturn one page of supplied-business enrichment results. Continue while has_more is true and fetch all pages again after completion. Does not use credits.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The publisher (Mapsdata-io) is not the repo owner (Mapsdata-io); someone else may have listed it
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 375 ms (HTTP 200)
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Read 12 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 2 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.0.1) reached the registry 3 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, Intervals MCP
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Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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No README found in the repo