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TheWinci
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mimirs

Locate and summarize relevant code context using local MCP tools.

29|2|Updated Mar 16, 2026
Search Tags:#rag#code-search#mimirs#local-mcp#semantic-context#read_relevant#project_map
One-click install
npx skills add https://github.com/TheWinci/mimirs --skill mimirs
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: mimirs
Source: https://github.com/TheWinci/mimirs/tree/main/.claude-plugin/skills/mimirs
Command: npx skills add https://github.com/TheWinci/mimirs --skill mimirs

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill reduces the cognitive load and time required to understand large codebases by providing fast, local-context retrieval and organized insights without leaving the editor or tool environment.

Core Features & Use Cases

  • Local-RAG indexing and retrieval of code context using MCP tools like search, read_relevant, and project_map.
  • Exact, navigable content discovery with precise line references to targeted chunks.
  • Dependency graph and cross-file relationship mapping to plan refactors and onboard new teammates.

Quick Start

Start a new session and let mimirs index the current project with the local MCP tools.

Frequently Asked Questions about mimirs

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I search code context locally to understand an unfamiliar repository?▼

Local code context retrieval uses local MCP tools like search, read_relevant, and project_map to index the current project and return navigable results. It operates on local indices without external calls to provide precise line references.

Does mimirs work without external API calls for semantic code search?▼

Mimirs operates entirely on the project's local indices without external calls. It requires the local MCP toolset, including search and read_relevant, to retrieve semantic context locally.

How do I map cross-file dependencies to plan a codebase refactor?▼

You map cross-file dependencies by using the project_map local MCP tool to generate a dependency graph. This reveals cross-file relationships to help plan refactors and onboard new teammates.

What is the best way to get focused code context when starting a new coding session?▼

The best way to get focused code context is letting the local MCP toolset index the current project at session start. This reduces manual searching and cognitive load by providing organized insights and navigable content discovery.

Can I explore a large codebase using local RAG indexing?▼

Yes, you can explore large codebases using local-RAG indexing and retrieval via local MCP tools. This reduces cognitive load by providing fast, local-context retrieval without leaving your editor environment.

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