mcp-probe-kit vs CAIT

mcp-probe-kit is a protocol-level toolkit designed for developers who want AI to truly understand their project's intent. It's not just a collection of 21 tools—it's a context-aware system that helps AI agents grasp what you're building.

# CAIT - Core AI Toolkit A modular [Model Context Protocol (MCP)](https://modelcontextprotocol.io) server that extends AI assistants with practical capabilities: file I/O, a persistent Python REPL, AST-aware code analysis, semantic text search, document conversion, Wikipedia & arXiv tools, a persis

MCP Servers

MCP Servers

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