KarmaIQ
KarmaIQ is CodeKarma's MCP (Model Context Protocol) server that provides production context to AI coding agents for deterministic debugging and root cause analysis. It exposes a blended, production-grounded view spanning service-to-service, API-to-API, and method-to-method behavior mapped to source code, based on 100% of production traffic (not samples).
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About MCP
The Model Context Protocol (MCP) is an open protocol Anthropic introduced for connecting LLM-based agents to external tools and data sources. Providers publish MCP servers that expose their API surface as structured, discoverable tools — an MCP-compatible client (Claude Desktop, Cursor, Cline, Continue, etc.) can connect to the server and call its tools without any per-provider integration code.
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