MikhailHal/ariadne

Overview

ariadne is an MCP server that gives AI agents the ability to identify affected tests. It is written in Kotlin and connects to development workflows via the Model Context Protocol. The project is at an early stage with a single star.

Best for

Best for
Developers building MCP-based tooling who need test impact data.

Use cases

• Let an AI agent detect which tests are affected by a code change
• Integrate test impact analysis into an MCP-compatible agent
• Use in a CI or local dev workflow to query affected tests

Notes

ariadne is an MCP server that gives AI agents the ability to identify affected tests. It is written in Kotlin and connects to development workflows via the Model Context Protocol. The project is at an early stage with a single star.

1 stars on GitHub. Last updated 2026-07-25. Licensed Apache-2.0.

Use cases

• Let an AI agent detect which tests are affected by a code change
• Integrate test impact analysis into an MCP-compatible agent
• Use in a CI or local dev workflow to query affected tests

Pros

• Focuses on a specific, useful dev task
• Uses the standard MCP interface for agent integration
• Simple scope, easy to understand

Cons

• Very early stage (1 star), no evidence of production use
• Limited to Kotlin implementation
• No information on supported test frameworks or VCSs

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.