An MCP server that maps API dependencies across microservice codebases. Query business terms or endpoints to get ranked chains of GraphQL operations, REST endpoints, Kafka topics, and frontend queries—running locally with SQLite and TFIDF.
Ariadne is a crossservice API dependency graph tool designed for microservice codebases. It helps developers understand service interactions by accepting business terms or endpoint names and returning ranked chains of related GraphQL operations, REST endpoints, Kafka topics, and frontend queries across all services. This enables quick navigation of complex distributed systems.
Ariadne operates as an MCP (Model Context Protocol) server. Installation involves cloning the repository from GitHub, installing Python dependencies, and configuring it as an MCP server in your AI tool's configuration. It uses local SQLite databases and optional embeddings for enhanced search capabilities, requiring no external API calls or cloud dependencies.
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