OpenTester

MCP-First Testing Execution Infrastructure

OpenTester is a testing execution engine designed for AI coding tools (Claude Code, Cursor, OpenCode, etc.). It provides a unified DSL format and MCP interface, enabling Agents to generate, execute, and manage test cases, achieving an automated "code-test-fix" workflow.

<a href="https://glama.ai/mcp/servers/kznr02/open-tester"> <img width="380" height="200" src="https://glama.ai/mcp/servers/kznr02/open-tester/badge" alt="OpenTester MCP server" /> </a>

Core Positioning

┌─────────────────────────────────────────┐
│  AI Agent (Claude Code / Cursor / ...)  │
│  ├─ Generate DSL test cases             │
│  ├─ Decide testing strategies           │
│  └─ Analyze failure reasons             │
├─────────────────────────────────────────┤
│  OpenTester (MCP Server)                │
│  ├─ Validate DSL syntax                 │
│  ├─ Execute tests (CLI/Web)             │
│  ├─ Store cases/projects                │
│  └─ Return structured results           │
├─────────────────────────────────────────┤
│  Web UI (Auxiliary Observation Panel)   │
│  ├─ View execution progress             │
│  ├─ Debug cases (create/edit)           │
│  └─ View history reports                │
└─────────────────────────────────────────┘

Design Principles:

• Agent Intelligence: Test generation and failure analysis are handled by the Agent
• OpenTester Execution: Focuses on DSL validation and test execution
• MCP-First: All core features exposed through MCP
• Web UI Auxiliary: Visual monitoring and debugging, not required

Installation

Option 1: Install from PyPI (Recommended)

pip install opentester

# Or with uv
uv pip install opentester

Option 2: Install from Source

# Clone repository
git clone https://github.com/kznr02/OpenTester.git
cd OpenTester

# Install backend
uv pip install ./backend

# Install frontend dependencies (optional)
cd frontend
npm install

Option 3: Direct Run (Development)

cd backend
uv run opentester start

Quick Start

Start Services

# Start both FastAPI + MCP (foreground mode with prefixed logs)
opentester start

# Daemon mode (detached background with log files)
opentester start --daemon

# Start only API
opentester start --api

# Start only MCP
opentester start --mcp

# Custom ports
opentester start --api-port 8080 --mcp-port 8081

# Check status
opentester status

# Stop services
opentester stop

# Environment check
opentester doctor

Foreground Mode Log Output:

[API] INFO:     Started server process [12345]
[API] INFO:     Waiting for application startup.
[MCP] INFO:     Started MCP server on port 8001
[API] INFO:     Application startup complete.

Configure Claude Code (Streamable HTTP)

Add MCP configuration in .claude/settings.json:

{
  "mcpServers": {
    "opentester": {
      "url": "http://localhost:8001/mcp"
    }
  }
}

Note: Current runtime transport is Streamable HTTP.

Usage Example

Conversation with Claude Code:

You: Help me test the login functionality

Claude: I'll create tests for the login feature...
        [Generate DSL test case]
        [Call MCP: validateDSL] ✓ Validation passed
        [Call MCP: createProject] ✓ Project created
        [Call MCP: saveCase] ✓ Case saved
        [Call MCP: runCase]
        Executing...
        ✓ All passed

Project Structure

OpenTester/
├── backend/              # FastAPI + Python
│   ├── opentester/
│   │   ├── api/         # REST API (for Web UI)
│   │   ├── core/        # Execution engine, storage
│   │   ├── models/      # Pydantic models (DSL, Project)
│   │   └── mcp/         # MCP Server (core)
│   └── pyproject.toml
├── frontend/            # React + TypeScript + Vite
│   └── src/             # Web UI (observation panel)
├── docs/
│   ├── SKILL_PROMPT.md  # Agent Skill Prompt template
│   ├── DSL_SPEC.md      # DSL syntax specification
│   └── MCP.md           # MCP interface documentation
├── README.md            # This document
└── LICENSE              # MIT License

Core Features

1. DSL Validation

After Agent generates DSL, OpenTester validates syntax correctness:

version: "1.0"
meta:
  name: "Login Test"
steps:
  - action: exec
    command: "curl http://localhost:3000/login"
  - action: assert
    assertion:
      type: stdout_contains
      expected: "token"

2. Test Execution

Supports execution targets:

• CLI: subprocess command execution (implemented)
• WEB: Playwright-based browser automation (implemented)
• GUI: experimental executor routing (disabled by default)
• TUI: experimental executor routing (disabled by default)

3. Web Testing MVP + AI DOM Analysis

• Web actions are executed by WebExecutor (Playwright)
• Browser console, page errors, and failed requests are normalized into diagnostic_events for each execution step
• Supports AI-assisted locator flow via ai_locator in DSL steps
• Execution can pause in paused_waiting_for_ai status and wait for AI selector submission
• Supports DOM snapshot + optional screenshot capture for AI analysis
• Web UI and REST clients can retrieve persisted browser diagnostics from the execution diagnostics endpoints for post-run investigation

3. Project Management

• Projects stored in XDG data directory (~/.local/share/opentester/ on Linux, ~/Library/Application Support/opentester/ on macOS, %LOCALAPPDATA%\opentester\ on Windows)
• PRD content persisted with projects (provided by Agent)
• Test case version management
• Template library for reusable DSL patterns

4. Real-time Monitoring

• WebSocket real-time execution progress push
• Web UI visual display
• Execution history traceability

MCP Tools

Tool	Description
list_projects	List all test projects
get_project	Get project details (including cases)
create_project	Create project
delete_project	Delete project
validate_dsl	Validate DSL syntax
save_case	Save test case
delete_case	Delete test case
run_case	Execute single case
run_project	Execute project cases
stop_execution	Stop execution
get_execution_status	Get execution status
get_execution_log	Get detailed logs
request_dom_analysis	Get DOM snapshot for paused AI step
submit_ai_selector	Submit selector to resume paused execution
list_paused_executions	List executions waiting for AI analysis
list_templates	List templates
create_template	Create DSL template
instantiate_template	Create case from template

See MCP Interface Documentation for details.

Documentation

See documentation for detailed guides:

• Architecture - System architecture and design decisions
• MCP Interface - MCP tool specifications
• DSL Specification - YAML-based test definition language
• Development Guide - Development setup and contribution

Agents using OpenTester need to include DSL generation specifications. Refer to SKILL_PROMPT.md

DSL Specification

YAML-based test definition language. See DSL_SPEC.md for details.

Architecture

See ARCHITECTURE.md for system architecture, design principles, and architectural decisions.

Development Guide

Developers refer to DEVELOPMENT.md

Web UI

Auxiliary features:

• View project list and details
• Edit DSL cases (Monaco editor)
• Monitor execution progress
• View history reports

Note: Web UI is not the main entry point. All core features are provided through MCP.

Ports

• FastAPI (Web UI / REST API): http://localhost:8000
• MCP Server: http://localhost:8001/mcp
• API Docs: http://localhost:8000/docs
• Web UI Dev Server: http://localhost:5173

Data Storage

OpenTester follows the XDG Base Directory Specification:

• Projects: <XDG_DATA_HOME>/opentester/projects/{project_id}.json
  • Linux: ~/.local/share/opentester/projects/
  • macOS: ~/Library/Application Support/opentester/projects/
  • Windows: %LOCALAPPDATA%\opentester\projects\
• Executions: <XDG_DATA_HOME>/opentester/executions/
• Templates: <XDG_DATA_HOME>/opentester/templates/
• Logs: <XDG_DATA_HOME>/opentester/logs/daemon/ (daemon mode service logs)
• Config: ~/.config/opentester/ (or $XDG_CONFIG_HOME/opentester/)

Distribution

Refer to DISTRIBUTION.md for:

• PyPI publishing
• PyInstaller packaging
• Docker images
• System package managers

Quick build executable:

cd backend
pip install pyinstaller
pyinstaller opentester.spec
# Output: dist/opentester.exe (Windows) or dist/opentester (Linux/Mac)

Contributing

We welcome contributions! Please see CONTRIBUTING.md for guidelines.

Documentation

• English Documentation
• 中文文档

License

MIT License

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OpenTester - MCP-First Testing Execution Platform