biosingularity

The deterministic verification layer beneath biomedical AI.

Paste an AI answer and get one verdict — pass / review / reject — with a receipt for every finding. Live against PubMed, Open Targets, EBI ChEMBL and ClinicalTrials.gov, no sign-up. The full depth — variant pathogenicity (gnomAD/dbNSFP), drug interactions, drug regulatory status, discovery verification and multi-source corroboration over a 493 GB datalake — runs via the CLI / MCP connector.  How it works →

Finds the checkable parts — cited DOIs, gene / drug / disease claims — verifies each, and returns one pass / review / reject verdict with a grounded-confidence score. This is the browser demo (public APIs); the deep datalake checks run via the CLI / MCP. Nothing is asserted without a receipt. How it works & why to trust it →

Deterministic — same input, same verdict Every verdict a receipt — no false confidence No false “pass” by designthe cardinal rule ↗ Model-agnostic — runs inside your stack

Take it past the demo

The browser runs the public-API subset. Here's how to get the real thing into your work — all usable today.

In your AI product

Gate every biomedical answer your model or agent produces — reject or retry before a user sees it.

curl "https://biosingularity.netlify.app/api/verify?q=YOUR+ANSWER"

or wire the MCP connector into your agent (zero code): biosingularity-mcp

Request an API key for full depth + SLA →

In your research

Check a whole thesis, manuscript, or reference library for retracted and contradicted work.

pip install biosingularity biosingularity batch-scan ./manuscript --html report.html

or drop your files into the Audit references tab above — no install.

Read the docs on GitHub →

At scale & for compliance

Screen submissions or your platform's generated discoveries; get signed, re-verifiable attestations.

biosingularity impact your_outputs.jsonl --html impact.html

Runs the verifier over your own outputs and quantifies what it caught.

Request the design-partner kit →

Get access

The demo and the open-source CLI/MCP are free. For the full-depth hosted API (variant pathogenicity, interactions, drug regulatory, private data, SLA) or a design-partner run on your own outputs, tell us who you are — we'll be in touch.