agentic-testing-mcp 1.1.3

MCP server for autonomous unit testing and self-healing

Agentic Testing

Autonomous test engine with self-healing capabilities. Built for AI agents that write and maintain tests 24/7.

For AI Agents:

• Autonomous test generation and execution
• Self-healing test code (auto-fix failures)
• Coverage auditing and quality gating
• Synthetic test data generation

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Choose Your Path

I'm a...	Start Here	What I'll Do
AI Agent	SKILL.md	Autonomous testing, self-healing
Developer	Quick Start	Run tests, generate tests, audit coverage
Contributor	Contributing	Add capabilities, adapters, CLI commands

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Why Use Agentic Testing

For Users

Benefit	Description
Self-Healing	Automatically fixes broken tests
AST Analysis	Understands code structure to generate smart tests
Coverage Audit	Ensures test coverage meets thresholds
Data Generation	Creates edge-case test data automatically
CI-Ready	Exit codes and JSON output for pipelines

The Cost of NOT Using Agentic Testing

┌─────────────────────────────────────────────────────────────────┐
│ What you're losing right now:                                     │
├─────────────────────────────────────────────────────────────────┤
│ ❌ Hours writing boilerplate tests manually                    │
│ ❌ Brittle tests that break on minor refactors                │
│ ❌ Low coverage on edge cases                                  │
│ ❌ Test suites that drift out of sync with code               │
│ ❌ Manual test data creation for boundary conditions          │
└─────────────────────────────────────────────────────────────────┘

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Install

One-Liner (Linux/macOS)

curl -sSL https://raw.githubusercontent.com/rakaarwaky/agentic-testing/main/install.sh | bash

One-Liner (Windows PowerShell)

iwr https://raw.githubusercontent.com/rakaarwaky/agentic-testing/main/install.ps1 | iex

Manual Install

pip install agentic-testing-mcp

Or with uv:

uv tool install agentic-testing

Verify

agentic-test version
agentic-test --help

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Quick Start

# Run tests with self-healing
agentic-test run tests/test_parser.py --heal --max-retries 3

# Analyze source code
agentic-test analyze src/my_module.py

# Audit coverage
agentic-test audit ./src --threshold 80

# Generate boilerplate tests
agentic-test generate src/my_module.py

# Generate synthetic test data
agentic-test generate-data emails --count 10

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CLI Commands

Test Commands

Command	Description
agentic-test run <path> [--heal] [--max-retries N]	Run tests with optional self-healing
agentic-test analyze <file>	AST analysis of source file
agentic-test audit <dir> [--threshold N]	Coverage audit with pass/fail gate
agentic-test generate <file>	Generate boilerplate tests from AST

Data & Migration

Command	Description
agentic-test generate-data <type> [--count N]	Generate synthetic test data
agentic-test migrate <file> [--backup]	Migrate unittest to pytest

Performance & Workflow

Command	Description
agentic-test find-slow <dir> [--threshold N]	Find slow tests
agentic-test mock-generate "<signature>"	Generate mock from function signature
agentic-test workflow <name> <target>	Run pre-defined workflows

Utility

Command	Description
agentic-test version	Show version
agentic-test init <path>	Initialize configuration file
agentic-test governance <dir>	Architectural governance scan

Full list: agentic-test --help

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Architecture

5-domain structure (same as auto_linter):

src/
├── agent/              # Lifecycle, orchestration, DI container
├── capabilities/       # Thinking logic — test execution, healing, analysis
├── infrastructure/     # Adapters — pytest runner, file system, transports
├── surfaces/           # Interfaces — CLI (Click), MCP (FastMCP)
└── taxonomy/           # Value objects, interfaces, models

Dependency Rules

surfaces      → capabilities       OK
surfaces      → infrastructure     OK
capabilities  → infrastructure     OK (uses interfaces from taxonomy)
infrastructure → taxonomy          OK
agent         → everything         OK (wiring layer)

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Self-Healing

Agentic Testing can automatically fix common test failures:

Error Type	Fix Strategy
ImportError	Add missing sys.path entries
AttributeError	Detect typos using Levenshtein distance
AssertionError	Patch expected values with actual values
TypeError	Add missing positional arguments
NameError	Insert common imports (os, sys, json, etc.)

Example healing loop:

1. Run test → FAIL (ImportError)
2. Healer detects missing sys.path
3. Applies fix, retries → PASS

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Configuration

Environment Variables

Variable	Default	Description
DC_SOCKET_PATH	/tmp/dc.sock	Unix socket path for DesktopCommander

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Contributing

See CONTRIBUTING.md for details on:

• Adding new test capabilities
• Adding CLI commands
• Adding MCP tools
• Testing guidelines

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License

MIT License. See LICENSE.