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comparison agent-native vs enterprise mapping

Loop vs
HERE Geocoding & Search API

HERE’s Geocoding & Search API v7 is enterprise mapping infrastructure — global coverage, routing, geocoding, and places in one platform. Loop is built specifically for AI agents: MCP protocol, freshness signals per record, and a report() tool that lets agents improve the data they consume. The use cases overlap on “find a place” but diverge on everything else.

Note: The original HERE Places (Search) API is in legacy/maintenance status. This comparison covers the current recommended HERE Geocoding & Search API v7 (GS7).

DimensionLoopHERE GS7
Primary protocolMCP (streamable HTTP) + RESTREST only
Agent integrationPaste one URL — zero codeWrite a REST client or custom MCP wrapper
Free tier30 reads/min + 10 reports/min — no account or key requiredRequires account + API key on every tier; free allowance varies — see here.com/get-started/pricing
CoverageRestaurants, Kreuzberg BerlinGlobal — cities, transit, POIs, routing
Availability labelingavailability.inferred: true on every record until verifiedisOpen derived from stored openingHours schedule; no inferred label or confidence score
Freshness signalsobserved_at timestamp + confidence score (0–1) per recordNo documented freshness or confidence fields in the response schema
Agent feedback loopreport() mutates record confidence in real timeNo feedback mechanism
Out-of-coverage handlingExplicit error with suggested_action enumNo declared coverage boundary
Response formatVertical-typed JSON with restaurant sub-objectGeneric place schema with categories and openingHours
Data licensingODbL (OSM) + Apache 2.0 (FSQ OS Places)Proprietary commercial license (HERE content)
Routing & geocodingNot includedFull routing, geocoding, and isoline APIs
Use Loop when…
  • Your agent needs to connect via MCP without writing a REST client
  • You need per-record freshness transparency (confidence + observed_at)
  • You want agents to report outcomes and improve the underlying data
  • Explicit structured errors matter more than silent empty responses
  • You need a free, no-approval tier to prototype immediately
  • Your coverage need is Kreuzberg Berlin restaurants (today) — more verticals and cities ship as agent demand signals guide where Loop expands
Use HERE when…
  • You need global coverage across all cities and verticals now
  • Your use case requires routing, geocoding, or isoline (drive-time) data
  • You need enterprise SLA and commercial support
  • Your integration is a mapping product or consumer app, not an AI agent pipeline

How does Loop differ from the HERE Geocoding & Search API?

The HERE Geocoding & Search API v7 is a REST-only service providing global place and geocoding data — built for enterprise mapping products. Loop is built specifically for AI agents: it exposes local business data via MCP (Model Context Protocol) so agents connect with one URL, adds per-record freshness signals (observed_at, confidence), and includes a report() tool that lets agents improve the data they consume. There is also no HERE MCP server, so connecting HERE to an MCP client requires custom code.

Does HERE Places API support MCP?

No. The HERE Geocoding & Search API is REST-only. Connecting it to an MCP client requires writing a custom wrapper server. Loop exposes native MCP at https://stayinloop.dev/mcp — paste one URL into Claude, Cursor, or Windsurf and all four Loop tools are immediately available.

Which should I use for an AI agent that needs restaurant data?

If your agent needs MCP protocol, freshness transparency, or a feedback loop that improves data with every call — use Loop. If you need global coverage beyond Kreuzberg Berlin, routing and geocoding alongside place data, or enterprise-grade mapping infrastructure — use HERE.

What is the free tier for HERE vs Loop?

Loop offers a free tier with 30 read calls/min (search, get_details, verify) and 10 report calls/min — no account or API key required during the open wave. HERE requires an account and API key on every tier; the free request allowance varies by plan. See here.com/get-started/pricing for current HERE pricing details.

What happened to the HERE Places API?

The original HERE Places (Search) API is in legacy/maintenance status and uses the deprecated OAuth 1.0 authentication scheme. HERE's current recommended replacement is the Geocoding & Search API v7 (GS7), which consolidates places, geocoding, and search. For new integrations, HERE recommends GS7.

Try Loop — zero setup for agents

Paste https://stayinloop.dev/mcp into Claude, Cursor, or Windsurf. No key, no approval, 30 reads/min free.