• MATCH
  • DRIFT
  • CONFLICT
  • HUMAN

How to audit semantic consistency with your AI

Connect the Thesaurus API to your agent to keep your vocabulary tight and your tone consistent.

Ask AI about this page

Short answer

How can I check if my AI is using the right words?

Your agent uses the Thesaurus API to pull synonyms and antonyms for specific terms in your text. This lets you verify that your word choices stay within a specific semantic range. You'll see exactly how these word relations impact your content's meaning.

The results.

Where your semantic checks land.

The AI processes your text and categorizes the results based on how well the words fit your intent.

MATCH

Semantic alignment

The AI confirms that synonyms fall within your target meaning. You get a list of words that reinforce your specific tone.

DRIFT

Vocabulary drift

The AI flags words that are technically synonyms but carry the wrong connotation. This helps you catch subtle shifts in meaning.

CONFLICT

Antonym detection

The AI identifies words that act as opposites to your core concepts. This ensures your messaging doesn't accidentally contradict itself.

HUMAN

Manual refinement

The AI highlights ambiguous terms that need a person to decide on the final nuance. You make the final call on the specific word choice.

The workflow

What your AI does when the text arrives.

Your agent uses the connector to probe the relationships between words and your intended meaning.

  1. Identify target terms

    Your AI scans your document to find the key nouns and adjectives that define your semantic range.

    get_synonyms_antonyms

  2. Check word relations

    The agent pulls synonyms to see if they match the nuance you want to convey.

    get_synonyms_antonyms

  3. Detect contradictions

    The AI looks up antonyms to ensure no words are pulling your meaning in the wrong direction.

    get_synonyms_antonyms

  4. Flag semantic gaps

    The AI identifies where a word's meaning is too broad or too narrow for your specific context.

    get_synonyms_antonyms

Try it

Copy these to start.

Use these prompts to begin your semantic audit.

Starting points

Replace the bracketed text with your actual content or specific files.

Thesaurus Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_UAOWEi70LLfajBduLJri8CpdPdQgRUxE6wzMEzlU/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Thesaurus capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "thesaurus-api-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_UAOWEi70LLfajBduLJri8CpdPdQgRUxE6wzMEzlU/mcp"
    }
  }
}
Copy into chat04

  • Audit the semantic consistency of this paragraph: [paste text].

  • Check the synonyms for the key terms in my Google Doc: [paste link/text].

  • Are any words in this marketing copy drifting away from a 'professional' tone? [paste text].

  • Look at the technical documentation in this repo and flag any terms that have antonyms contradicting our core message.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Thesaurus API once, then ask.

Just link the MCP to your client. Your credentials stay encrypted, and you can start auditing text immediately.

Connect Thesaurus API to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my text automatically?

    No. The AI only identifies and flags semantic issues. You must manually edit the text to apply the changes.

  • 02

    Does the AI know the context of my industry?

    The AI uses the word relations provided by the tool to judge context. It doesn't have inherent knowledge of your specific industry unless you provide that context in your prompt.

  • 03

    Can it check for spelling errors?

    No. This tool is specifically for checking word meanings and relations, not for basic spell checking.

  • 04

    Will it delete any of my files?

    No. The tool only reads word data. It has no capability to delete or modify your files.

  • 05

    How does it handle slang?

    The AI relies on the synonym and antonym data it retrieves. If a slang term isn't in the semantic data, the AI won't be able to audit it.

  • More questions about Thesaurus API? See everything the Thesaurus API Connector can do

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