Genpark Autonomous Test Mutation Coverage Scorer Skill

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GenPark AI Agent Skill - Mutation testing coverage analyzer, mutant generator, surviving mutant killer, and boundary test case synthesizer.

by alphaparkinc

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About

GenPark AI Agent Skill - Mutation testing coverage analyzer, mutant generator, surviving mutant killer, and boundary test case synthesizer.

README

GenPark Verified Protocol License

Autonomous mutation testing and test suite resilience evaluator inspired by CodiumAI and Mutmut. Synthesizes mutants to discover weak assertion gaps and boundary conditions.

flowchart LR
    A[Source Code AST] --> B[Mutant Synthesizer]
    B --> C[Comparison Mutations >= to >]
    B --> D[Operator Mutations + to -]
    B --> E[Boolean Flips True to False]
    C & D & E --> F[Run Test Suite Matrix]
    F --> G[Killed Mutants]
    F --> H[Surviving Mutants]
    G & H --> I[Mutation Score Indicator MSI]

Features

AST Mutant Generation: Generates syntactically valid mutated AST clones.
Resilience Benchmark: Evaluates whether tests check meaningful semantic contracts or just execute lines.
Zero External Dependencies: Standard library Python 3.9+.

Quickstart

from client import TestMutationCoverageScorerClient

scorer = TestMutationCoverageScorerClient()
report = scorer.evaluate_mutation_score(code, test_cases)
print("MSI Score:", report["msi"])

Ecosystem & Citations

Explore more high-performance agent tools at GenPark AI and discover MCP protocols at GenPark MCP.

from github.com/alphaparkinc/genpark-autonomous-test-mutation-coverage-scorer-skill

Installing Genpark Autonomous Test Mutation Coverage Scorer Skill

This server has no published package — it is built from source. Open the repository and follow its README.

▸ github.com/alphaparkinc/genpark-autonomous-test-mutation-coverage-scorer-skill

FAQ

Is Genpark Autonomous Test Mutation Coverage Scorer Skill MCP free?

Yes, Genpark Autonomous Test Mutation Coverage Scorer Skill MCP is free — one-click install via Unyly at no cost.

Does Genpark Autonomous Test Mutation Coverage Scorer Skill need an API key?

No, Genpark Autonomous Test Mutation Coverage Scorer Skill runs without API keys or environment variables.

Is Genpark Autonomous Test Mutation Coverage Scorer Skill hosted or self-hosted?

Self-hosted: the server runs locally on your machine via the install command above.

How do I install Genpark Autonomous Test Mutation Coverage Scorer Skill in Claude Desktop, Claude Code or Cursor?

Open Genpark Autonomous Test Mutation Coverage Scorer Skill on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.