Skip to main content
Glama

Note: This is still under development and is a preview. Currently testing on Qwen3 Coder Next REAP 40B A3B from here https://huggingface.co/lovedheart/Qwen3-Coder-Next-REAP-40B-A3B-GGUF/resolve/main/Qwen3-Coder-Next-REAP-40B-A3B-Q4_K_XL.gguf

Qwen3 MCP Server

A complete MCP server that gives LM Studio's Qwen3 (or any local LLM) full coding agent capabilities including 80+ tools for file operations, command execution, git, web search, memory, planning, and a full skills system.

Features

  • Two Server Modes:

  • 80+ Tools including:

    • File operations (read, write, edit, search, glob)

    • Command execution (shell, background processes)

    • Git operations (status, diff, commit, branch, push, pull)

    • Web tools (search, image search, URL fetch)

    • Memory & planning (notes, scratchpads, task lists, plans)

    • Media (read images, PDFs, screenshots)

    • Jupyter notebook support

    • ComfyUI integration (32 workflow tools)

    • GitHub Blog (Jekyll blog creation, themes, deployment)

  • Tool Name Aliases - Server-side routing handles common model hallucinations (e.g., edit -> edit_file, bash -> execute_command)

  • Skills System - 16 pre-installed skills + install more from awesome-agent-skills

Related MCP server: Friday MCP Server

Quick Start

HTTP Mode (Browser Chat)

# Start the server
start-chat.bat

# Open in browser
http://localhost:3847/chat.html

MCP Mode (LM Studio Direct)

Add to your LM Studio MCP config (~/.lmstudio/mcp-servers.json):

{
  "mcpServers": {
    "qwen3-mcp": {
      "command": "node",
      "args": ["<YOUR_PATH>/src/index.js"],
      "cwd": "<YOUR_PATH>"
    }
  }
}

Replace <YOUR_PATH> with the actual path where you installed the server.

Then restart LM Studio.

Installation

Prerequisites

  • Node.js 18+

  • LM Studio with a model loaded (Qwen3 recommended)

Quick Setup (Windows)

cd <YOUR_PATH>
setup.bat

This will:

  1. Install npm dependencies

  2. Create required directories

  3. Configure LM Studio MCP automatically

Manual Setup

# Install dependencies
npm install

# Setup MCP config for LM Studio
npm run setup

npm Scripts

Command

Description

npm run setup

Configure LM Studio MCP

npm run start

Start HTTP server (port 3847)

npm run mcp

Run MCP server directly (stdio)

npm run dev

Start with auto-reload

Project Structure

qwen3-mcp/
├── src/
│   ├── index.js           # MCP server (stdio mode)
│   └── tools/             # Tool implementations
│       ├── filesystem.js  # File operations
│       ├── edit.js        # File editing
│       ├── bash.js        # Command execution
│       ├── git.js         # Git operations
│       ├── search.js      # Glob/grep search
│       ├── web.js         # Web search, fetch
│       ├── memory.js      # Notes, scratchpads
│       ├── planning.js    # Plans, task tracking
│       ├── tasks.js       # Todo lists
│       ├── thinking.js    # Reasoning tools
│       ├── context.js     # Conversation context
│       ├── interaction.js # User prompts
│       ├── media.js       # Images, PDFs
│       ├── notebook.js    # Jupyter support
│       ├── comfyui.js     # ComfyUI workflows
│       ├── github-blog.js # Jekyll blog tools
│       └── skills.js      # Skills system
├── frontend/
│   ├── server.js          # HTTP server (port 3847)
│   ├── chat.html          # Browser chat interface
│   └── index.html         # Image viewer interface
├── skills/                # Installed skills (16)
│   ├── chrome-extension/  # Chrome extension development (MV3)
│   ├── code-review/       # Code review methodology
│   ├── comfyui-nodes/     # ComfyUI custom node development
│   ├── comfyui-workflow/  # ComfyUI workflow creation
│   ├── differential-review/ # Security-focused diff review
│   ├── docx/              # Word document creation
│   ├── frontend-design/   # Frontend UI/UX
│   ├── github-blog/       # Jekyll blog for GitHub Pages
│   ├── mcp-builder/       # Build MCP servers
│   ├── modern-python/     # Python tooling (uv, ruff)
│   ├── react-best-practices/ # React patterns (Vercel)
│   ├── shadcn-ui/         # Modern component library
│   ├── static-analysis/   # CodeQL, Semgrep, SARIF
│   ├── testing-handbook-skills/ # Fuzzers, sanitizers
│   ├── web-artifacts-builder/ # HTML/React prototypes
│   └── web-design-guidelines/ # UI/UX fundamentals
├── start-chat.bat         # Start HTTP server
├── stop-chat.bat          # Stop server
├── restart-chat.bat       # Restart server
└── install-skill.bat      # Install skills from GitHub

Available Tools (80+)

File Operations

Tool

Description

read_file

Read file contents with line numbers (params: file_path, offset, limit)

write_file

Write/create files (params: file_path, content)

edit_file

Find and replace in files (params: file_path, old_string, new_string)

list_directory

List directory contents (params: path)

create_directory

Create directories (params: path)

delete_file

Delete files (params: path)

move_file

Move/rename files (params: source, destination)

copy_file

Copy files (params: source, destination)

file_info

Get file metadata (params: path)

get_working_directory

Get current working directory

set_working_directory

Set working directory (params: path)

Edit Tools

Tool

Description

insert_at_line

Insert at specific line (params: file_path, line, content)

replace_lines

Replace line range (params: file_path, start_line, end_line, content)

append_to_file

Append to file (params: file_path, content)

prepend_to_file

Prepend to file (params: file_path, content)

Tool

Description

glob_search

Find files by pattern (params: pattern, cwd)

grep_search

Search file contents with regex (params: pattern, path)

find_definition

Find code definitions (params: name, path)

Command Execution

Tool

Description

execute_command

Run shell commands (params: command, cwd, timeout)

execute_background

Run commands in background (params: command, cwd)

read_output

Read background process output (params: session_id)

kill_session

Kill background process (params: session_id)

list_sessions

List running processes

Git

Tool

Description

git_status

Repository status

git_diff

Show changes

git_log

Commit history

git_add

Stage files

git_commit

Create commits

git_branch

List/create branches

git_checkout

Switch branches

git_push

Push to remote

git_pull

Pull from remote

git_clone

Clone repositories

Web

Tool

Description

web_search

DuckDuckGo search (params: query)

web_image_search

Bing image search with download (params: query)

web_fetch

Fetch webpage content (params: url)

web_fetch_image

Download image from URL (params: url)

Memory & Planning

Tool

Description

memory_store

Store notes with tags

memory_recall

Search notes

memory_list

List all notes

scratchpad_write

Write to scratchpad

scratchpad_read

Read scratchpad

plan_create

Create execution plans (params: goal, steps)

plan_status

Check plan progress

task_add

Add todo items

task_list

List todos

GitHub Blog

Tool

Description

blog_init

Initialize a Jekyll blog for GitHub Pages

blog_post_create

Create a new blog post

blog_page_create

Create a static page

blog_category_create

Create a category page

blog_post_list

List all blog posts

blog_nav_update

Update navigation menu

blog_deploy

Deploy to GitHub Pages

blog_config

Update blog configuration

blog_theme

Apply theme preset or custom colors

blog_theme_list

List available themes

blog_jekyll_theme

Apply a Jekyll remote theme

Skills

Tool

Description

list_skills

List installed skills

load_skill

Load skill instructions

install_skill

Install from GitHub

Utilities

Tool

Description

get_current_time

Current date/time

calculator

Math expressions

think

Record thinking notes

ask_user

Prompt user for input

Skills System

Skills are instruction packages that teach the AI specialized tasks. The model auto-detects which skill to load based on your request.

Installed Skills (16)

Code Quality & Security:

  • code-review - Code review methodology

  • differential-review - Security-focused diff review

  • static-analysis - CodeQL, Semgrep, SARIF

  • testing-handbook-skills - Fuzzers, sanitizers, coverage

Web Development:

  • react-best-practices - React patterns (Vercel)

  • web-design-guidelines - UI/UX fundamentals

  • shadcn-ui - Modern component library

  • frontend-design - Frontend UI/UX

  • web-artifacts-builder - HTML/React prototypes

ComfyUI & Creative:

  • comfyui-nodes - Custom node development (V1 + V3 API)

  • comfyui-workflow - Workflow creation (SD1.5/SDXL/SD3.5/Flux)

Development Tools:

  • chrome-extension - Chrome extension development (MV3)

  • mcp-builder - Build MCP servers

  • modern-python - Python tooling (uv, ruff, pytest)

  • docx - Word document creation

  • github-blog - Jekyll blogs for GitHub Pages

Install More Skills

install-skill.bat https://github.com/anthropics/skills/tree/main/skills/pptx

Using Skills

Skills auto-load when they match your request. You can also load them manually:

"What skills do I have?"
"Load the comfyui-nodes skill"
"Use the docx skill to create a report"

Configuration

HTTP Server Port

Edit frontend/server.js:

const PORT = 3847;

Environment Variables

Variable

Default

Description

IMAGE_DOWNLOAD_DIR

~/lmstudio-images

Image download location

LM Studio Setup (HTTP Mode)

  1. Load a model (Qwen3 recommended)

  2. Enable API server (default: localhost:1234)

  3. Open http://localhost:3847/chat.html

  4. Enter API token if authentication is enabled

LM Studio Setup (MCP Mode)

  1. Add MCP config (see Quick Start above)

  2. Restart LM Studio

  3. Tools appear automatically in model context

API Endpoints (HTTP Mode)

Endpoint

Method

Description

/

GET

Image viewer UI

/chat.html

GET

Chat interface

/tool

POST

Execute tool {name, args}

/skills

GET

List skills (JSON)

/skill?name=X

GET

Get skill details

Testing

# Test a tool
curl -X POST http://localhost:3847/tool \
  -H "Content-Type: application/json" \
  -d '{"name":"get_current_time","args":{}}'

# List skills
curl http://localhost:3847/skills

Troubleshooting

Server Issues

# Check if running
curl http://localhost:3847/skills

# Restart
restart-chat.bat

# Force stop
stop-chat.bat

MCP Connection Issues

  1. Check LM Studio console for errors

  2. Verify path in mcp-servers.json is correct

  3. Run node src/index.js manually to test

read_file Timeouts / WebSocket Errors

The read_file tool defaults to 500 lines to prevent LM Studio WebSocket timeouts. For large files, use pagination:

read_file with offset=1, limit=100    # Lines 1-100
read_file with offset=101, limit=100  # Lines 101-200

Tool Name Errors

If the model calls wrong tool names (e.g., edit instead of edit_file), the server has built-in aliases that route common mistakes. If you still see errors, update the system prompt in LM Studio — see SYSTEM_PROMPT.md for the correct prompt.

Tool Errors

  1. Check browser console (F12) for HTTP mode

  2. Verify working directory permissions

  3. Check LM Studio model supports function calling

License

MIT

A
license - permissive license
-
quality - not tested
B
maintenance

Maintenance

Maintainers
12hResponse time
1dRelease cycle
2Releases (12mo)
Commit activity

Resources

Unclaimed servers have limited discoverability.

Looking for Admin?

If you are the server author, to access and configure the admin panel.

Appeared in Searches

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/marduk191/qwen3_mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server