Use SafeGraph GraphQL API with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Integrate SafeGraph's premier geospatial dataset into your AI. Discover detailed POIs, analyze foot traffic patterns, and process precise building geometries se
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Complete set · 10 capabilities
The complete SafeGraph GraphQL API capability set.
These are the exact actions your AI can choose when you ask it to work with SafeGraph GraphQL API.
01-04
4 capabilities in this set.
Part of 10 available through SafeGraph GraphQL API.
- 01
Lookup parent polygon
Identifies the parent Placekey for a location (e.g., mall or airport)
- 02
Lookup placekey
Retrieves detailed attributes for a specific location by its Placekey
- 03
Search brand places
G., "Starbucks") in a specific city. Searches for locations of a specific brand in a city
- 04
Search industry naics
Searches for places by NAICS industry code and region
05-07
3 capabilities in this set.
Part of 10 available through SafeGraph GraphQL API.
- 05
Graphql raw query
Provide the query string and optional variables. Executes a raw GraphQL query against the SafeGraph API
- 06
Lookup building geometry
Retrieves the building footprint (polygon) for a specific Placekey
- 07
Batch lookup placekeys
Provide them as a JSON array. Performs multiple Placekey lookups in a single request
08-10
3 capabilities in this set.
Part of 10 available through SafeGraph GraphQL API.
- 08
Lookup place patterns
Retrieves historical foot traffic patterns for a specific Placekey
- 09
Search distance radius
Specify lat, lon, and radius in meters. Searches for places within a specific radius from a point
- 10
Search wkt polygon
Finds all places within a specific geometric polygon (WKT)
Observed, not estimated
888ms average. Fast in production.
SafeGraph GraphQL API is checked daily against the live service.
- Fastest day
- 754ms
- Slowest day
- 1038ms
- 14-day trend
- Stable-3%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 10 capabilities arrive ready to run.
Preview access · not provider authentication
The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of SafeGraph GraphQL API, so you can see the experience inside your AI.
It does not authenticate your account with SafeGraph GraphQL API. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
SafeGraph GraphQL API Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_k1VELw4KIkAhLWgPfwAjiTkVivxf9F11OxjjYZy2/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — SafeGraph GraphQL API capabilities are ready to use.
{
"mcpServers": {
"safegraph-mcp": {
"url": "https://edge.vinkius.com/vk_preview_k1VELw4KIkAhLWgPfwAjiTkVivxf9F11OxjjYZy2/mcp"
}
}
}
Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline
Step-by-step instructions for each client are in the guide. How to connect
FAQ
Questions SafeGraph GraphQL API owners ask.
- 01
Can I manipulate or delete existing POIs present inside the global SafeGraph spatial indexes?
No. The AI interacts safely with the GraphQL API strictly on a 'read-only' query-bound basis. It has absolutely no inherent capability to corrupt or perform unauthorized destructive operations such as erasing core places or overwriting coordinates in your environment.
- 02
Are geometric polygons always provided for queried structures automatically?
No, they must be explicitly queried utilizing the lookup_building_geometry functionality along with a verified Placekey, or structured thoroughly using the standard GraphQL command when available. Otherwise most basic list operations only return textual descriptors and simple pinpoint latitude/longitude figures.
- 03
Does the AI download huge databases directly into my storage limit when filtering large geographical boundary ranges (WKT)?
The integration employs a managed response methodology natively implemented through GraphQL constraints. The output responses are strictly paginated securely filtering hundreds of points effectively rather than attempting to sync gigabytes directly to the chatbot at once.
Explore
More in Data Analytics
Mattermark AI Connector
Startup and venture capital data via Mattermark — search companies, investors, and funding rounds.
ViewIBGE Agregados (SIDRA) AI Connector
Access official Brazilian statistical data from IBGE SIDRA — query surveys, metadata, variables, and geographi
ViewQichacha / 企查查 AI Connector
Leading enterprise data platform in China — search companies, check industrial info, and monitor risks via AI.
ViewTianyancha / 天眼查 AI Connector
Leading enterprise data platform in China — search companies, check industrial info, and monitor risks via AI.
View
Suggestions
SignOnSite AI Connector
Track who enters and exits your construction sites with digital sign-in, safety inductions, and compliance doc
ViewSEC EDGAR Full — The Ultimate Free Bloomberg Alternative for AI Agents AI Connector
The definitive SEC EDGAR Mega-Server: 13 tools spanning company lookup (8,000+ tickers), all filing types (10-
ViewSEC EDGAR Companies — Ticker Lookup & Company Search AI Connector
Look up any U.S. public company on SEC EDGAR: resolve stock tickers (AAPL, TSLA, MSFT) to CIK numbers, search
ViewArtsy AI Connector
Global art database — search artists, artworks, and shows via AI.
View
