F
licenseA
qualityB
maintenanceMCP server that lets AI assistants interact with ChatGPT Web via browser automation, enabling chat, web search, file/image attachments, and model selection.
12
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chatgpt-webui-mcp
by Microck
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TDQS
B3.1/5.0
Scored across 9 tools
Disambiguation2/5
There is significant functional overlap: chatgpt_webui_ask, chatgpt_webui_prompt, chatgpt_webui_command, and chatgpt_webui_ask_async_start all initiate ChatGPT prompts. The distinction between direct ask, unified prompt, and natural-language wrapper is not immediately clear, and the run checker overlaps with async status/result tools.
Naming Consistency3/5
Tools consistently share the chatgpt_webui_ prefix and use snake_case, but the action style is mixed: ask/start are verbs, while session/models/command/prompt/run are nouns. The async subfamily is internally consistent, but the overall naming pattern is not uniform.
Tool Count4/5
Nine tools is within a reasonable range for a ChatGPT WebUI integration. However, several tools appear redundant due to the coexistence of legacy async functions, a unified prompt entrypoint, and a command wrapper, making the set slightly larger than needed.
Completeness3/5
The core workflow of sending prompts and retrieving results is covered, including background execution for long-running tasks. Notable gaps include no explicit cancellation/abort for background jobs and no conversation-history or context management, which limits full lifecycle coverage.
Maintenance
ActivityInactive
ResponsivenessUnresponsive