io.github.bamwor-dev/bamwor-mcp-server
World geographic data for AI agents: 261 countries, 5.2M cities, rankings, and 9 indexes.
Verdict not yet evaluated for this tool. The semantic screen takes adversarial cases first; coverage rolls out as the corpus expands (15/150 labels to graduation). The deterministic conformance probe is built but has not yet run on the public corpus, so a recorded verdict here is REVIEW or UNVERIFIED, never a clearing ALLOW. Until a verdict is recorded, an agent should treat this tool as not-yet-cleared and fall back to its own checks. Method: the eval, four-state verdict, honest limits.
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BAMWOR_API_KEYOptional. Bamwor API key for full access and higher rate limits. Works anonymously without it. Get one free at https://bamwor.com/en/developers/quickstart
GEO scores and content-rewrite suggestions for any web page, as MCP tools.
Real-world location intelligence: foot traffic, trade areas, demographics, site scoring, and more.
Deterministic AI governance platform. Validates agent outputs, discovers patterns, solves math.