"author:2002-rokkam" matching MCP servers:

Enables coding agents to retrieve task-relevant repository code, pack verbatim excerpts within a configurable token budget, expand cited line ranges, and optionally use local semantic search or verified JSON/TOON compression.

An MCP server that turns a task, error or stack trace into a few verbatim, line-cited source excerpts from a local repository index, staying inside a token budget the caller chooses. It also exposes tools to expand a cited range, outline or importance-rank a repository, and explore an import/reference graph, so coding agents can answer questions without reading whole files and without network or model calls.