

Sourcery MCP
Let your coding agent request Sourcery reviews and fix the comments and security findings itself

Ask your agent what customers really say about a brand across TikTok, YouTube, Reddit and more

About
VOC stands for voice of customer. You point the server at a brand or topic, it estimates the cost with a free prepare_space call, then runs a collection job your agent tracks until it completes. After that, everything in the report is free to query: positive and negative feedback, sentiment trends and their drivers, platform share, competitor comparisons, risk signals and semantic search over the actual posts as evidence. Paid extras sit on top: an AI deep follow-up over the whole dataset (600 points per question), generated customer personas and simulated interviews with them. It speaks Remote / Streamable HTTP, so you add one URL and your Pangolinfo API key to Claude, Cursor or any MCP client and nothing runs locally. It is a good fit if you want to validate a product idea, check why people churn from a competitor or monitor how a launch lands, from one chat.
Features
Install
Official MCP servers that let your agent read your bank, CRM, database, deployments and designs, so you can run the business by asking.
The Grok Bot marketplace now takes connector submissions. What to build, how to submit, and how bot templates turn a connector into signups.
I compare Langfuse and Braintrust for LLM tracing and evals: free tiers, paid plans, self-hosting, open source status and their MCP servers.



Free. I review every submission.
is in the review queue. I'll install it, test it and list it if it passes.