Finsliparn MCP Server

Example Use Cases

• 1

  Iteratively improve code based on test suite feedback.

• 2

  Run isolated code iterations without affecting the main branch.

• 3

  Structured, actionable directives to fix failing tests.

Description

Finsliparn is a Bun-native MCP server and Claude Code plugin designed to transform single-attempt coding into a multi-attempt refinement process validated by actual test suites. It uses a filesystem-as-IPC architecture to support multiple AI platforms, ensuring that code is iteratively improved based on test feedback until it passes all tests. This approach helps mitigate issues with code that looks correct but fails edge cases by enforcing a structured refinement loop.