
Open-source Python toolkit that connects AI assistants to business databases, CRMs, REST APIs, and file exports through narrow MCP tools, approval-gated writes, source attribution, and answer verification.
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Market = the products most similar to this one by capability; prices are median / quartiles over its priced members, separated by provider type and buyer tier.