# Enum Value Normalizer — AI Connector

Maps free-text input onto an allowed enum list. Enum Value Normalizer is listed under Developer Tools in the ChatGPT apps directory, built by Beike Yan.

Source: https://node8.ai/ai-connectors/developer-tools/enum-value-normalizer/

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[AI Connectors](https://node8.ai/ai-connectors/) · [Developer Tools](https://node8.ai/ai-connectors/developer-tools/)

# Enum Value Normalizer

Maps free-text input onto an allowed enum list

Listed in ChatGPT

[ChatGPT listing](https://chatgpt.com/plugins/enum-value-normalizer?open_in_app) [enum-value-normalizer.onrender.com](https://enum-value-normalizer.onrender.com)

Overview

## What Enum Value Normalizer does

Enum Value Normalizer maps loose text onto a fixed set of permitted values. It takes two inputs: the raw string and the list of values that are actually allowed.

The mismatch it handles is formatting. A system may accept only in\_progress while the incoming value arrives as In Progress, IN-PROGRESS, or some other casing and punctuation variant. What comes back is a structured record: the matched value, a flag for whether the input was supported at all, a confidence score, a status, and error detail where relevant.

The scope is deliberately narrow. It will not mint values outside the allowed list, interpret what a value means for a business, reach out to other systems, retain input, or write anything back.

### Who it is for

A developer or workflow builder wiring free-text input into a system that accepts only a fixed vocabulary.

### What stands out

The response carries a confidence score and a supported flag rather than a bare string, so the calling system can decide what to do with a weak match.

Availability

## Where Enum Value Normalizer is listed

Enum Value Normalizer is listed in the ChatGPT apps directory only. Beike Yan has no connector under the same domain in the Claude directory; 392 of the 3,150 products here are on both marketplaces, and this is not one of them.

ChatGPT apps are built on MCP, and the same server can back a Claude connector, so the absence is a distribution decision rather than a technical one.

ChatGPT listing

## In the ChatGPT apps directory

Developer

Beike Yan

Filed under

Developer Tools

Listed since

June 2026

Authentication

Authenticates when installed

Website

[enum-value-normalizer.onrender.com](https://enum-value-normalizer.onrender.com)

Policies published

Privacy policy · Terms of service

Official listing

[Open in ChatGPT](https://chatgpt.com/plugins/enum-value-normalizer?open_in_app)

Snapshot

August 2026

### Example prompts from the listing

-   Normalize "In Progress" → todo, in\_progress, done
-   Normalize "cancelled" → todo, in\_progress, done
-   Normalize "HIGH" → low, medium, high

Nearby

## Other Developer Tools connectors

### [3Min API](https://node8.ai/ai-connectors/developer-tools/3min-api/)

REST API creation from a JSON schema

ChatGPT

### [Adalo](https://node8.ai/ai-connectors/developer-tools/adalo/)

No-code mobile and web app building by chat

ChatGPT

### [Affirmed AI](https://node8.ai/ai-connectors/developer-tools/affirmed-ai/)

Vulnerability findings and endpoint inventory from Affirmed

Claude

### [Agent Community](https://node8.ai/ai-connectors/developer-tools/agent-community/)

Member lookup and .agent name pre-registration

ChatGPT

### [Sugra API](https://node8.ai/ai-connectors/developer-tools/sugra-api/)

One gateway to many primary-source data feeds

ChatGPT

### [Swagger](https://node8.ai/ai-connectors/developer-tools/swagger/)

API design, governance checks, and documentation portals

Claude

[All 188 Developer Tools connectors](https://node8.ai/ai-connectors/developer-tools/)

This is an independent catalogue entry compiled by Node8 from Enum Value Normalizer's public marketplace listing as it stood in August 2026. Listing facts come from the marketplaces; the comparisons against the rest of the directory and any live-endpoint measurements are Node8's. Node8 is not affiliated with Beike Yan, and inclusion here is not an endorsement.

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