Inspect and understand LLM capabilities through introspection tools. Built for developers integrating language models who need visibility into model behavior, context limits, and available functions.
io.github.toby/mirror-mcp
Local install
STDIO
No auth required
How models use it and what it is built for.
Inspect and understand LLM capabilities through introspection tools. Built for developers integrating language models who need visibility into model behavior, context limits, and available functions.
Local install — runs as a subprocess.
Where to find authoritative docs and source for Toby Mirror.
Paste any of these into Agent Studio after connecting Toby Mirror.
Common questions about connecting and running Toby Mirror.
What is Mirror MCP and what does it do?
Mirror MCP is an introspection server for LLMs that provides tools to inspect and understand model capabilities. It runs via stdio transport and helps developers gain visibility into LLM behavior and constraints.
How do I install and run Mirror MCP?
Install via npm with `npx mirror-mcp@0.0.8`. It uses stdio transport, so it communicates with your MCP client through standard input/output streams. Check the project repository for detailed setup instructions.
What environment variables does Mirror MCP require?
The registry metadata does not specify required environment variables. Refer to the GitHub repository (io.github.toby/mirror-mcp) for configuration details and any optional settings.
Can I use Mirror MCP to test model context limits?
Mirror MCP is designed for introspection of LLM capabilities. While it may help you understand context behavior, consult the documentation to confirm which specific debugging and testing features are available.
Is there documentation or examples for Mirror MCP?
The primary source is the GitHub repository at io.github.toby/mirror-mcp. The package is published on npm as mirror-mcp, where you can find version history and additional details.
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