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Sippion

Official

by Sitten-Tokyo · Rust

Local read-only repository context retrieval for AI coding agents.

Sippion MCP Server (io.github.Sitten-Tokyo/sippion)

Sippion is a local, read-only Model Context Protocol (MCP) server designed to help AI coding agents retrieve the right parts of a repository. It organizes and bounds repository context before it is passed to an AI model, reducing irrelevant source while preserving necessary evidence.

🛠️ Key Features

  • Local, read-only repository context retrieval
  • Bounds repository context before sending to an AI model
  • Exposes one MCP tool: repo_context
  • repo_context uses bounded lexical search, structural context, and source-only semantic ranking
  • Returns a small, relevant set of code

🚀 Use Cases

  • Selecting relevant repository parts before opening source files broadly
  • Preparing focused context for AI coding tasks

⚡ Developer Benefits

  • Helps avoid spending model-input tokens on irrelevant source
  • Provides evidence-needed context while limiting returned code

Topics

ai-agentsclaude-codecodexdeveloper-toolsmcpmcp-serveropencoderust