"research" matching MCP servers:

Get your research artifact ready for Artifact Evaluation before the deadline: scan the repo, scaffold the easy fixes, verify the run path, and generate the appendix.

Enables Codex on macOS to accelerate builds, tests, Docker, and research pipelines by compiling work into a typed intermediate representation and executing only conflict-checked, independent atoms in parallel while preserving task semantics. It provides live progress and time-saved reporting without changing permissions or automatically retrying timed-out side effects.