From the maker

Pangolinfo VOC Insight MCP helps AI agents research customer feedback across public social and review platforms, inspect sentiment trends, compare competitor voice share and trace conclusions to source posts. It is a separate hosted MCP service from Pangolinfo Amazon Data MCP. Access requires a Pangolinfo API key with VOC permissions. Collection, persona generation and AI follow-up can consume credits; existing-data reads have different billing rules. Connect via Streamable HTTP or use our MIT-licensed local stdio bridge (Node 22+, clone repository, npm install, set PANGOLINFO_API_KEY, node bridge.js). No fixed tool count or independent live-client certification is claimed. Persona interviews are simulated, not customer testimonials.

How to connect

Streamable HTTP endpoint:

https://voc.pangolinfo.com/mcp

What happened when we asked

We asked on 12 October 2026 and it challenged us for credentials. That is a working server guarding itself: it answered, and it wants an account we do not hold. A tool count and a response time come from a tools/list we were never served, so this listing carries neither.

Anything above describes one moment on the date shown. We do not re-test on a schedule, so nothing here says what this server is doing now. We have not audited its code, its data handling or its permissions, and this is not a safety rating.