unsloth-mcp-server

Documents the architecture and workflows of the Unsloth MCP Server.

1|1|Updated Sep 21, 2025
One-click install
npx skills add https://github.com/ScientiaCapital/unsloth-mcp-server --skill unsloth-mcp-server
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: unsloth-mcp-server
Source: https://github.com/ScientiaCapital/unsloth-mcp-server/tree/main/.claude/skills/unsloth-mcp-server
Command: npx skills add https://github.com/ScientiaCapital/unsloth-mcp-server --skill unsloth-mcp-server

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps developers understand and maintain the Unsloth MCP Server by providing architecture knowledge and best practices for working with this codebase.

Core Features & Use Cases

  • Provides a detailed map of the MCP Server architecture, including key modules under src/ and testing context from tests to help engineers navigate and extend the project.
  • Guides on common workflows: building, testing, debugging, and deploying within the repository, with references to code patterns and development conventions.
  • Use Case: A new maintainer needs to onboard quickly to fix a bug or add a feature in the MCP server, guided by the documented structure and tooling.

Quick Start

Follow the guidance to clone the repository, install dependencies with npm install, build with npm run build, and run tests with npm test to reproduce the project’s workflow.

Frequently Asked Questions about unsloth-mcp-server

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

FAQPage Schema
How do I build and test the Unsloth MCP server locally?

Building and testing the Unsloth MCP server involves cloning the repository, running npm install to install dependencies, then executing npm run build to compile TypeScript and npm test to run the test suite. This workflow reproduces the project's development environment and validates your changes against existing tests.

What Node.js and TypeScript skills do I need to work with an MCP server?

Working with the Unsloth MCP server requires familiarity with Node.js runtime, TypeScript syntax and compilation, npm package management, and repository structure. You should understand how to navigate src/ modules, read test files in __tests__, and apply the codebase's development conventions to extend or maintain the server.

How do I debug issues in the MCP server codebase?

Debugging the MCP server involves understanding its architecture through the src/ module map, reviewing test patterns in __tests__, and using npm scripts for building and testing. The skill guides you through common workflows and code patterns to identify and fix bugs within the repository structure.

Can I deploy the Unsloth MCP server to different environments?

The Unsloth MCP server supports deployment across multiple environments. The skill covers typical workflows and best practices for building, testing, and deploying the server, with guidance on handling environment-specific configurations and using the provided tooling and scripts.

What's the typical workflow for adding a new feature to the MCP server?

Adding features to the Unsloth MCP server follows a documented workflow: understand the project structure under src/, write or update tests in __tests__, implement your changes, run npm run build to compile, and validate with npm test. The skill provides architecture knowledge and development conventions to guide your implementation.