News
Announcements, product updates, and engineering stories.
Bookkeeping and bookending in the FEP layer
The free-energy design documents were reviewed against the standard NovoMCP applies to other methods. Three claims did not hold. None were in the numerics.
Fallback state as a first-class diagnostic field
The peer field that makes a defensive default declare which path it took
False-alarm resolution as institutional memory
The resolution of a false alarm is an asset the team keeps
When to pause and when to continue
The fatigue discipline NovoMCP's results are produced under
Spec is the source of truth; code reads from it
The validation harness parses its thresholds from a markdown file at runtime
Verification doesn't transitively propagate
One named class, two GROMACS bugs, and the check the engine now runs
Configuration is part of the measurement
A trajectory diagnostic was validated on the production path. The three findings that carried the most weight were about how the measurement was configured, not about what it measured.
NovoMCP v1.0.0 — the engine is now open source
The computational chemistry engine that has been powering our autonomous drug-discovery and materials-science demos is now open source. Apache-2.0, MCP + REST, 67 tools, self-hostable. One git clone away.
Predeclared gates in research engineering: why we run more experiments than we need
The one extra run that turned a headline result into a footnote
The durable value is moving below the model
Notes from the floor on why, as reasoning gets cheaper, the durable value is moving below the model.
FAVES V4: compliance screening at 122M-compound scale
Aligned to HHS/ONC FAVES and NIST AI 600-1.
Server-side tool search for a 68-tool MCP platform
NovoMCP exposes 68 tools across drug discovery, quantum chemistry, molecular dynamics, and materials science. The tool-search endpoint is live at `/mcp/tool-search` on both `ai.novomcp.com` and `compute.novomcp.com`.