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finsliparn

Transforms single-attempt coding into a multi-attempt, test-validated refinement loop by running your actual test suite and feeding failures back to the LLM as structured directives.

Score
38.4121 signal
Evidence
3 stars
Last commit
as last read from GitHub; most reads are from 2 Sep 2026 or later
Listed

Install

No one-command install. Set it up from its source.

Alternatives · MCPs

  1. looplens-mcp4 stars · 3 forks53.985
  2. mcp-code-reviewer1 fork23.374
  3. anchor1 star22.557

What it is

Transforms single-attempt coding into a multi-attempt, test-validated refinement loop by running your actual test suite and feeding failures back to the LLM as structured directives.

When to use it

Transforms single-attempt coding into a multi-attempt, test-validated refinement loop by running your actual test suite and feeding failures back to the LLM as structured directives.

How to install / invoke

See Glama for the install config.

Notes

Listed from the Glama MCP registry.