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MCP servers tagged reproducibility
56 live MCP servers tagged "reproducibility", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with reproducibility.
Stepstitch
Turn a user-reported bug into a runnable Playwright regression test — privacy-safe, no session replay, no PII captured. An open-source, self-hostable evidence layer for regulated…
Effect Witness
Dual-view evidence for declared agent-tool effect contracts under ambiguous failures.
Dodi Analysis
DODI: a deterministic Terms of Service deception scorer with an MCP server. A 2015-2024 study of 10 platforms with ToS;DR and LLM-judge validation, plus v2, which weighs each cont…
Calma
Re-run the work, recompute the number, block the wrong one before it ships — a deterministic guardrail for AI-computed results. CLI · Claude Code hook · MCP.
E2H
Evidence-to-Harness toolkit for reproducible AI-agent evaluations, observable evidence, deterministic replay, and verifiable releases.
Aetiory
Fork failed Python programs into tested alternate outcomes, with original-run controls and guarded replay.