WeWork MCP Server

A Model Context Protocol (MCP) server that provides access to WeWork project management data through Claude and other LLM clients. This server exposes WeWork project information, task analysis, and project management tools.

Features

🔍 Project Search

Search projects by name with fuzzy matching
Find best matching projects using cosine similarity
Get list of all available projects

📊 Project Analysis

Detailed task analysis within projects
Completion progress statistics
Task categorization by status and assignee
Export data to CSV files

📋 Information Management

Get detailed project information
Track deadlines and completion dates
Analyze task failure reasons

Prerequisites

Python 3.12+
WeWork API access token
uv package manager

Installation

Clone this repository:

git clone <repository-url>
cd wework-mcp-server

Install dependencies:

uv sync

Configuration

Local Setup

1. WeWork Access Token

Option A: Environment Variable (Recommended)

Create a .env file in the project root:

WEWORK_ACCESS_TOKEN=your_actual_wework_token_here

Option B: Direct Configuration

Update the WEWORK_ACCESS_TOKEN in wework_mcp_server.py with your actual WeWork API token.

2. Claude Desktop Configuration (Local)

Add this server to your Claude Desktop configuration file:

Windows: %APPDATA%/Claude/claude_desktop_config.json macOS: ~/Library/Application Support/Claude/claude_desktop_config.json Linux: ~/.config/claude/claude_desktop_config.json

{
  "mcpServers": {
    "WeWork Task Analysis Server": {
      "command": "uv",
      "args": [
        "--directory",
        "/path/to/wework-mcp-server",
        "run",
        "wework_mcp_server.py"
      ]
    }
  }
}

3. Restart Claude Desktop

After adding the configuration, restart Claude Desktop to apply changes.

Remote Deployment 🚀

Deploy the server to cloud platforms for remote access by Claude.

Quick Deploy với Railway (Khuyến nghị)

# Install Railway CLI
npm install -g @railway/cli

# Deploy
chmod +x deploy_scripts.sh
./deploy_scripts.sh
# Choose option 1 (Railway)

Deploy Options

Railway: ./deploy_scripts.sh → option 1
Docker: docker-compose up --build
Heroku: ./deploy_scripts.sh → option 4
Manual: Xem DEPLOY_GUIDE.md

Remote Claude Configuration

Sau khi deploy, cập nhật Claude config:

{
  "mcpServers": {
    "wework-remote": {
      "command": "curl",
      "args": ["-X", "GET", "https://your-app.railway.app/api/test"]
    }
  }
}

📖 Chi tiết: Xem DEPLOY_GUIDE.md cho hướng dẫn deploy đầy đủ.

Usage

Example Prompts

"Show me all available projects"
"Find project 'marketing campaign'"
"Analyze tasks for project ID 12345"
"Get statistics for the development project"
"Export task analysis to CSV"

Available Resources

file://projects/available - List all available WeWork projects

Available Tools

MCP Tools (Local)

search_projects - Search for projects by name
find_project_by_name - Find project with similarity matching
get_project_details - Get detailed information about a specific project
analyze_project_tasks - Analyze tasks within a project
get_project_statistics - Get comprehensive project statistics

HTTP Endpoints (Remote)

GET /health - Health check
GET /api/test - Test WeWork connection
GET /api/projects?search=<text> - Search projects
POST /api/project/details - Get project details
POST /api/project/analyze - Analyze project tasks

Development

Run Server for Testing

# Using uv
uv run wework_mcp_server.py

# Or with Python
python wework_mcp_server.py

# Run tests
python test_wework_server.py

Data Structure

Task Analysis DataFrame Columns

Column	Description
`Loại công việc`	Task category
`Tên công việc`	Task name
`Công việc con`	Subtask (if any)
`Người thực hiện`	Assignee
`Người liên quan`	Related people
`Mô tả công việc`	Task description
`Trạng thái`	Status (Completed/In Progress/Failed)
`Kết quả đạt được`	Achievement results
`Lí do thất bại`	Failure reason
`Ngày bắt đầu`	Start date
`Deadline`	Due date
`Ngày hoàn thành`	Completion date

Troubleshooting

Common Issues

Access token expired: Update token in .env file or wework_mcp_server.py
Dependencies not found: Run uv sync to install all dependencies
Claude Desktop doesn't recognize server: Check file paths in config and restart Claude Desktop
CSV encoding issues: Files are exported with UTF-8-BOM encoding

Debug Mode

python wework_mcp_server.py --debug

Security Notes

⚠️ Important: For production use:

Always use environment variables (.env file) instead of hardcoding tokens
Add .env to your .gitignore to prevent committing sensitive data
Do not commit access tokens to git repository
Use only in trusted environments
Regularly rotate your access tokens

License

This project is licensed under the MIT License.

Acknowledgments

WeWork for providing the project management platform and API
Model Context Protocol team for the MCP framework

This server cannot be installed

security - not tested

license - not found

quality - not tested

How are these scores calculated?

remote-capable server

The server can be hosted and run remotely because it primarily relies on remote services or has no dependency on the local environment.

A Model Context Protocol server providing access to WeWork project management data, enabling project search, task analysis, and statistics retrieval through Claude and other LLM clients.

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