ChatGPT Integration.
Equip your agents with deterministic text processing capabilities. From Custom GPTs to automated n8n workflows.
GPT Actions
Connect your Custom GPT directly to our API. This allows ChatGPT to perform complex string operations, formatting, and analysis using our deterministic engine.
Setup URL
https://cleantextlab.com/openapi.json- Deterministic text cleaning
- Structured data extraction
- Multi-format conversion
- Agentic tool selection
No-Code Hub
Use CleanTextLab as a logic layer in your automated workflows. Perfect for pre-processing AI prompts or post-processing LLM outputs.
Nodes Ready
Integrated
- Bulk text transformation
- Web scraper normalization
- CRM data enrichment
- Email list sanitization
Prompt Engineering for Agents.
When using CleanTextLab within a ChatGPT session or custom agent, use these specific patterns to maximize deterministic accuracy.
Strict Formatting
Instruct the agent to use CTL for all string modifications to prevent hallucinatory formatting.
Chain of Thought
Ask the agent to 'analyze then clean' using specific CTL tool slugs identified in our docs.
Output Schema
Use CTL to validate or repair JSON objects generated by the model before further processing.
Use with ChatGPT Desktop via MCP.
The Model Context Protocol (MCP) allow you to bridge CleanTextLab directly into your ChatGPT Desktop instance. No API configuration required for local sessions.