attestation

Auditable research provenance as local-first MCP tools. The claim checker, paper feed, knowledge graph and symbolic math assume nothing about your field — any results JSON or CSV works, from any instrument. The experiment ledger adds W&B/MLflow/Sacred/DVC/Hydra for computational work. Nothing leaves the machine.

Description supplied by the publisher; it is a claim, not verified evidence.

Name
github:mgoldey/attestation
Listed in
GitHub
Publisher
@mgoldey
Published
2026-10-20
License
MIT
Evidence
Listed only, not analyzed yet

Source: https://github.com/mgoldey/attestation

What a full analysis of attestation checks

Not checked yet. About 60 tools are analyzed every hour; each check links to its source when it runs:

Before you install it

  1. Open the repository and confirm the account is the one you expect: look-alike names are common.
  2. Read what it asks for: files, accounts, network access and credentials it needs.
  3. Prefer a version from a verified publisher when one exists.

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