syrin-labs/cli
Runtime intelligence system that makes MCP servers debuggable, testable, and safe to run in production.
This tool helps AI engineers and developers building or integrating AI agents with external tools. It identifies common issues like ambiguous tool descriptions, incorrect parameter schemas, or tools returning excessive data, which often break AI agent workflows. By analyzing Model Context Protocol (MCP) servers, it pinpoints problems before they impact the agent in production, ensuring the agent uses the right tools effectively.
Use this if you are developing or managing AI agents that interact with external services via an MCP server and need to ensure those interactions are reliable and error-free.
Not ideal if you are working with AI agents that do not use the Model Context Protocol (MCP) or you are not involved in the development or integration of external tools for AI agents.
Stars
44
Forks
3
Language
TypeScript
License
ISC
Category
Last pushed
Feb 17, 2026
Commits (30d)
0
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