JoeCastrom/mcp-chat-studio
A powerful MCP testing tool with multi-provider LLM support (Ollama, OpenAI, Claude, Gemini). Test, debug, and develop MCP servers with a modern UI.
This tool helps developers who build or integrate with Model Context Protocol (MCP) servers to test, debug, and develop their server implementations. It takes in MCP server endpoints and allows you to interact with their tools, recording scenarios and generating test reports. The output includes tested workflows, debug information, and even auto-generated documentation and executable code for automation.
Use this if you are developing, debugging, or needing to thoroughly test an MCP server or integrate with one that provides specific tools and require robust testing capabilities across multiple LLM providers.
Not ideal if you are an end-user simply interacting with LLMs like Claude or ChatGPT, as this tool is specifically for testing the underlying server logic and tools.
Stars
18
Forks
3
Language
JavaScript
License
MIT
Category
Last pushed
Jan 07, 2026
Commits (30d)
0
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