besttime
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@besttimeHow busy is the Ferry Building farmers market right now?"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
mcp-besttime
BestTime MCP — foot-traffic / venue busyness forecasts (besttime.app)
Part of Pipeworx — an MCP gateway connecting AI agents to 1573+ live data sources.
Tools
Tool | Description |
| How busy is by hour/day (foot-traffic forecast) — creates a busyness forecast for a public venue (restaurant, bar, gym, store, museum) by name + address. Returns the 24-hour busyness curve (0-100) for each weekday plus busy/quiet/peak hours and a venue_id for later queries. Example: besttime_forecast({ venue_name: "McDonald's", venue_address: "Ocean Ave, San Francisco", _apiKey: "pri_xxx:pub_yyy" }) |
| Busyness for a venue at a specific hour or day — reads an already-forecasted venue (by venue_id from besttime_forecast). Pass |
| Is busy right now vs usual — returns live foot-traffic busyness compared to the forecasted level for this hour. Identify the venue by venue_id, or by venue_name + venue_address. Example: besttime_live({ venue_name: "Blue Bottle Coffee", venue_address: "66 Mint St, San Francisco", _apiKey: "pri_xxx:pub_yyy" }) |
Related MCP server: Foursquare MCP Server
Quick Start
Add to your MCP client (Claude Desktop, Cursor, Windsurf, etc.):
{
"mcpServers": {
"besttime": {
"url": "https://gateway.pipeworx.io/besttime/mcp"
}
}
}What this endpoint actually serves
tools/list at https://gateway.pipeworx.io/besttime/mcp returns the tools in the table
above plus the shared Pipeworx meta-tools — ask_pipeworx,
discover_tools, search_within, remember/recall and the rest of the
gateway-wide set. So the tool count you see is larger than this table: a
single-pack endpoint currently lists roughly 30 shared tools alongside the
pack's own. The connection's initialize response states its exact scope, and
is the authoritative answer for a given day.
This is deliberate, not multiplexing by accident. The meta-tools are what let a
scoped connection answer a question this pack does not cover — via
ask_pipeworx, which routes across the whole catalog — without you adding a
second MCP server. There is currently no way to mount a pack endpoint without
them; if the extra schemas cost you more context than the routing is worth,
connect to the full gateway once rather than to several pack endpoints.
Or connect to the full Pipeworx gateway to get every pack's tools listed directly, instead of just this one's:
{
"mcpServers": {
"pipeworx": {
"url": "https://gateway.pipeworx.io/mcp"
}
}
}Both URLs reach the same gateway and the same 1573+ data sources. The
only difference is which pack's tools are listed directly; ask_pipeworx
reaches all of them from either one.
Standalone (no gateway account)
This package also runs as a local stdio MCP server — no Pipeworx account, no gateway round-trip:
{
"mcpServers": {
"besttime": {
"command": "npx",
"args": ["-y", "@pipeworx/mcp-besttime"]
}
}
}Or run it directly to confirm it starts:
npx -y @pipeworx/mcp-besttimeIt speaks MCP over stdin/stdout and answers initialize/tools/list/tools/call
for only this pack's tools — none of the shared meta-tools the gateway
connection above adds. Same source, same tools, no ask_pipeworx routing.
Using with ask_pipeworx
Instead of calling tools directly, you can ask questions in plain English — this works on the pack endpoint above as well as on the full gateway:
ask_pipeworx({ question: "your question about Besttime data" })The gateway picks the right tool and fills the arguments automatically.
More
License
MIT
This server cannot be deployed
Maintenance
Related MCP Connectors
- mcpOAuthai.factori
Real-world location intelligence: foot traffic, trade areas, demographics, site scoring, and more.
One API for public web data across social, directories and real estate, as clean JSON.
Discover, read and book verified real-world businesses through one endpoint.
Anonymous, read-only cross-venue discovery of partner-approved venues, cities, destinations.
Related MCP Servers
AlicenseAqualityCmaintenanceLocation & routing intelligence for AI agents — geocoding, truck routing, traffic, weather, and place search.161930 npm1MIT- FlicenseAqualityDmaintenanceExposes Foursquare/Swarm check-in data and user activity through 13 tools, enabling user management, check-in history, venue details, mayorships, lists, and cross-user search.13-
- FlicenseNot gradedqualityDmaintenanceEnables place search and discovery via the Foursquare Places API v3, allowing AI assistants to find venues, search near locations, look up place details, and get location context.-
- AlicenseAqualityBmaintenanceProvides real-time Seoul city data including population congestion, traffic, parking, transit, bikes, EV chargers, weather, events, commercial, accidents, alerts, and news across 121 locations using Seoul Open Data API.312 npm3MIT