Google Maps Businesses and Reviews
https://mcp.beatanalytics.org/maps/mcp ↗
Description
Retrieve Google Maps reviews with full pagination, multiple sort modes, and date filtering. This MCP server also provides place search, place details, and a URL resolver that converts Google Maps or Yelp URLs into place IDs — so you can go from a link to structured data in one step. Typical use cases include analyzing customer feedback for a location, comparing review sentiment across competing businesses, monitoring review trends over time, and enriching CRM data with place details. To get started, create an API key at [beatanalytics.org/maps](https://beatanalytics.org/maps) and add it to your server configuration.
What our measurements say
Google Maps Businesses and Reviews is a remote MCP server published at mcp.beatanalytics.org. It has been probed 6 times since 9/10/2026. It answered in 6 of them (100.0%), a near-uninterrupted record. Median response time is 323 ms, placing it among the faster endpoints. It offers a narrow, focused set of 4 tools. On the protocol side it still runs 2025-11-25 and has not moved to the newer spec.
Agent readability score
Can an LLM agent pick the right tool here — names, descriptions and parameter clarity are assessed.
Agent readability score
Strengths
- Tool names are clear and directly indicate their purpose.
- Descriptions provide sufficient context for typical use cases.
Weaknesses
- Some parameter types and requirements are ambiguously described.
- Error handling and constraints are not explicitly documented.
search— Parameter requirements (lat/lon vs location name) are mentioned but not explicitly labeled as required/optional.resolve— Input types (e.g., URL formats) are described but lack explicit schema validation details.details— Truncated description may omit critical parameter details (e.g., required Place ID).
Verdict
Event narrative
Risk: medium
- 2026-09-10T21:16:35.016Z — era changed from 'auth-gated' to 'legacy' · indicates compliance score initialization
- 2026-09-11T05:44:28.819Z — complianceScore set to 100 (previously null) · confirms system stability in legacy mode
Advice
Schema compliance
tools/list structure, inputSchema validity, and a functional smoke test — the components of the 0-100 score.
- tools/list schema valid
- inputSchema is valid JSON Schema
- Smoke test not run this round
- Cold-start: cold 29ms → warm 28ms (penalty 1ms)
Availability history
Event log
Derived by comparing consecutive probes — changes in era, protocol version, build and reachability.
- Server build: — → 3.3.1
- Supported versions: — → 2025-11-25
- Era changed: Auth-gated → Legacy
- Added to watch — era: Auth-gated
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