# Portable MCP Toolkit

> Use this tool when you need to analyze and optimize codebases with AI-powered insights, enabling efficient semantic code search, pattern analysis, and context-optimized code generation. It solves problems related to code comprehension, duplication, and optimization, providing a local and private solution for developers. The toolkit takes in codebases as input and outputs optimized code suggestions, making it ideal for use cases where code efficiency and accuracy are crucial.

Canonical page: https://skillsregistry.net/skills/mjdevaccount-aistack-mcp  
JSON: https://api.skillsregistry.net/v1/skills/mjdevaccount-aistack-mcp

## Description

Provides AI-powered code intelligence for any codebase using local LLMs and vector search, enabling semantic code search, pattern analysis, and context-optimized code generation with 90% token savings.

## Trust

- **Trust score (0–1):** 0.91
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/hi1qyen06a)
- **Repository:** <https://github.com/mjdevaccount/AIStack-MCP>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "mjdevaccount-aistack-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/mjdevaccount-aistack-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/mjdevaccount-aistack-mcp/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt