attestation

active

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.

Code-only MCP server: no hosted endpoint, so you install and run it yourself. It is not probed, graded or counted in our reachability statistics.

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Repository: github.com/mgoldey/attestation
License: MIT
Last update: 2026-11-04
GitHub stars: ★ 1
Homepage: matthew.thegoldeys.com/attestation/

dvc experiment-tracking feeds hermes knowledge-base local-first mcp mcp-server mlflow mlops provenance reproducibility

Listed in

github · source

Run this server as a hosted endpoint? Submit the endpoint and it moves to the remote directory, where it is probed and graded.