Skip to main content
Feedback

Google Cloud Natural Language MCP connector

Updated 

Google Cloud Natural Language is Google's machine learning API for uncovering the structure and meaning behind text. The Google Cloud Natural Language MCP connector allows AI agents to analyze sentiment and gauge the emotional tone of documents, reviews, and messages. It also supports broader text understanding tasks, helping agents extract insights that inform downstream workflows and decisions.

Authentication type

  • OAuth 2.0 Authorization Code - Requires a one-time user login to authorize the agent to access the service on their behalf.

Uses

Use the Google Cloud Natural Language MCP connector to perform the following actions:

  • Detect customer emotion in survey responses and support tickets
  • Score product reviews to prioritize urgent negative feedback
  • Track brand perception trends across social media comments
  • Flag negative sentiment in emails before escalation occurs
  • Measure customer satisfaction from chat transcripts automatically
  • Identify positive testimonials for marketing campaigns quickly
  • Route feedback to the right team based on sentiment score
  • Benchmark sentiment shifts after product launches or updates

Example prompts

Use the following example prompts to invoke Google Cloud Natural Language MCP connector tools from your AI assistant or Boomi Connect workflow:

  • Check the sentiment of this customer review using Google Cloud Natural Language.
  • Is this support ticket positive or negative according to Google Cloud Natural Language?
  • Analyze the tone of our latest survey responses with Google Cloud Natural Language.
  • Find the most negative comments from this feedback batch using Google Cloud Natural Language.
  • Score the sentiment of these social media mentions with Google Cloud Natural Language.
  • Summarize how customers feel about our new product using Google Cloud Natural Language.
  • Flag any angry emails in this inbox using Google Cloud Natural Language.
  • Compare sentiment scores across these three reviews with Google Cloud Natural Language.
  • Tell me if this chat transcript shows a happy or frustrated customer using Google Cloud Natural Language.
  • Rate the overall tone of this press release with Google Cloud Natural Language.

Google Cloud Natural Language MCP connector tools

The Google Cloud Natural Language MCP connector provides the following tools. Each tool maps to a specific action you can invoke from your AI agent or automation.

ToolDescription
analyzeSentimentAnalyze sentiment
On this Page