# llm-localfirst

> Use this tool when you need to maintain sensitive data privacy and security while utilizing large language models, as it keeps data local and provides fail-closed privacy measures. It solves problems related to data protection and secure model management, allowing for manager-worker delegation and exposing route and complete tools to MCP clients. Ideal for use cases requiring high data privacy and security, such as sensitive information processing or compliant data handling.

Canonical page: https://skillsregistry.net/skills/shaxzodbek-uzb-llm-localfirst  
JSON: https://api.skillsregistry.net/v1/skills/shaxzodbek-uzb-llm-localfirst

## Description

A local-first LLM routing MCP server that keeps sensitive data on your own models, with fail-closed privacy and manager-worker delegation, exposing route and complete tools to any MCP client.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-08-31

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-31

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/crlz41wugw)
- **Repository:** <https://github.com/shaxzodbek-uzb/llm-localfirst>

## 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": "shaxzodbek-uzb-llm-localfirst"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/shaxzodbek-uzb-llm-localfirst` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/shaxzodbek-uzb-llm-localfirst/pull`

---
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