BioCatalystFeed
Website: https://biocat.ai · Contact: contact@biocat.ai
An open-source catalyst feed for biotech: see what changed across clinical trials, FDA and EMA actions, NIH grants, papers/preprints and SEC filings for the companies and drugs you follow. Use it as a CLI, as an MCP server for AI agents (Claude, Cursor, …), or as an Apify actor.
⚠️ Not investment, legal or medical advice. Data may be incomplete, delayed or wrong; PDUFA dates are unverified candidates from SEC filings. Always check the linked primary source.
What it does
| Source | Command | What you get |
|---|---|---|
| ClinicalTrials.gov API v2 (NLM) | bcf trials |
search, sponsor pipelines, diffs: new trials, status/phase/enrollment/date, primary-endpoint, arm, intervention, site-count and results-posted changes, each labelled critical / notable / minor |
| openFDA (Drugs@FDA, SPL labels) | bcf fda |
approvals (incl. novel NME/BLA flag), submissions, label revisions, diffs |
| NIH RePORTER | bcf grants |
grants by org / PI (middle-initial aware) / keyword; new awards, amount changes |
| PubMed + Europe PMC + bioRxiv/medRxiv | bcf papers |
papers & preprints, deduplicated by DOI/PMID across sources |
| SEC EDGAR | bcf sec |
8-K mentions of PDUFA dates (UNVERIFIED candidates, linked to the filing) |
| European Medicines Agency (EMA) | bcf ema |
EU centrally authorised medicines: CHMP opinions, EC authorisations, refusals, withdrawals, suspensions; orphan/PRIME flags; diffs |
| Federal Register (FDA notices) | bcf adcom |
FDA advisory committee meetings: committee, meeting date, NDA/BLA numbers and sponsors from the agenda; postponements/cancellations; diffs |
| All of the above | bcf profile |
one merged company profile (name or ticker) |
Across tools: --exclude TERM … to drop noise, --rank for relevance ordering, and --rss / --json-feed digest
files on every watch (local files you can serve or feed into any reader; nothing is emailed).
Quickstart
pip install biocatalystfeed # or: uvx biocatalystfeed --help
source .venv/bin/activate
bcf trials search --sponsor "Viking Therapeutics" --phase PHASE3
bcf papers search --drug resmetirom --since 2026-09-01 --exclude mice rat --rank
bcf grants search --pi "Ioannou, George N" --since 2024-01-01 --no-future
bcf sec pdufa MDGL --since 2023-01-01
bcf profile Lilly MDGL "Viking Therapeutics" --md profiles.md
bcf ema search --status Opinion --since 2026-09-01 # latest CHMP opinions (EU)
bcf adcom upcoming --area drugs biologics # scheduled FDA advisory committee meetings
# watches: first run = baseline, later runs report what changed (cron it daily)
bcf trials --db bcf.db watch --name obesity --condition obesity --phase PHASE3 --rss obesity.rss
bcf trials --db bcf.db changes --name obesity --min-severity critical # terminations, endpoint rewrites
bcf papers --db bcf.db watch --name mdgl --affiliation "Madrigal Pharmaceuticals" --json-feed mdgl.feed.json
The old commands (trialwatch, fdawatch, grantwatch, paperwatch, secwatch, trialwatch-mcp) still work.
MCP server
{"mcpServers": {"biocatalystfeed": {"command": "uvx", "args": ["biocatalystfeed", "mcp"],
"env": {"BIOCATALYSTFEED_DB": "/path/to/bcf.db"}}}}
(or point command at an installed biocatalystfeed-mcp). Listed in the official MCP Registry as
io.github.biocatalystfeed/biocatalystfeed.
Tools include search_trials, sponsor_pipeline, fda_approvals, company_profile, search_grants,
search_papers, sec_pdufa_mentions, ema_medicines, fda_adcom_meetings, snapshot_* / *_changes_since, and changes_feed (RSS / JSON Feed).
Configuration
| Env var | Purpose |
|---|---|
BIOCATALYSTFEED_CONTACT |
contact email put in the SEC User-Agent (SEC fair-access policy). Default is the project contact (contact@biocat.ai); set it to your own contact for heavy SEC use |
SEC_USER_AGENT |
full SEC User-Agent override |
NCBI_EMAIL |
optional email sent to NCBI E-utilities |
OPENFDA_API_KEY |
optional openFDA API key (free at open.fda.gov/apis/authentication); raises daily/minute rate limits. Never logged |
NCBI_API_KEY |
optional NCBI E-utilities API key (free from your NCBI account settings); raises the PubMed limit from 3 to 10 req/s. Never logged |
BIOCATALYSTFEED_DB (or TRIALWATCH_DB) |
SQLite DB for the MCP server |
FDAWATCH_ALIASES |
JSON file extending the company alias table |
How it compares
Facts about DataLookout are from datalookout.com, its /citeline-alternative and /clinical-trial-monitoring pages (checked 2026-10-21 PT). We have not tested
their product. Fuller, cited comparison: docs/COMPARISON.md.
| BioCatalystFeed (open source) | DataLookout | |
|---|---|---|
| Price | Free (Apache-2.0); hosted tier planned | Free tier; Pro $49/month |
| Sources | ClinicalTrials.gov, openFDA, NIH RePORTER, PubMed, Europe PMC, bioRxiv/medRxiv, SEC EDGAR, EMA, Federal Register (FDA AdComs) | ClinicalTrials.gov |
| Change tracking | Diffs between your own runs (trials: status, phase, enrollment, dates, sponsor, title, why stopped, primary endpoints, arms, interventions, site counts, results posting; severity critical/notable/minor; plus FDA, EMA, AdCom, grant, paper and SEC changes) | Daily scan; 13 fields incl. status, enrollment, primary endpoints, interventions, results, site counts, completion dates; changes marked Stopped/Notable/Minor |
| Delivery | CLI, MCP server for AI agents, RSS/JSON Feed files, Apify actor | Morning email digest + dashboard inbox |
| Watch limits | None when self-hosted | Free: 1 sponsor + 1 disease watchlist + 1 saved search; Pro: 10 of each |
| Scheduling | You run it (cron, Apify schedule) | Hosted, daily |
| Setup | Python install | "2 minutes" (their claim) |
Pick DataLookout for a hosted, emailed, ClinicalTrials.gov-only digest. Pick BioCatalystFeed if you want several sources per company or ticker, agent/MCP access, or to self-host.
Trial change severity (v0.3.0)
Every trial change carries severity, and date changes carry shift_days:
- critical: status moves to TERMINATED / SUSPENDED / WITHDRAWN, a why-stopped reason appears, or the primary endpoint(s) are rewritten.
- notable: other status or phase changes, new trials, lead-sponsor changes, results posted, arm or intervention changes, enrollment changes of 20% or more, start / primary completion / completion dates moved 30+ days.
- minor: everything else (small date or enrollment tweaks, site-count changes, title edits).
Filter with --min-severity notable|critical on bcf trials watch / changes, or min_severity in the MCP tool
trial_changes_since. Snapshots made by older versions start tracking the new fields on their next run, so upgrading
doesn't produce a burst of false changes.
Search filters (v0.2.1)
--excludetakes words or phrases (space- or comma-separated); matching is whole-word and case-insensitive, and a trailing*is a prefix wildcard (--exclude "murin*" rat).--rankscores title hits 3 and other-field hits 1 (simple plurals tolerated), +1 for exact multi-word phrases in the title and +2 when every query term matches; ties break by newest date. The score is inrelevance.
Data sources, limits and etiquette
Built-in throttles follow each source's published policy (e.g. NIH RePORTER 1 req/s, NCBI ≤3 req/s without key, SEC
≤10 req/s with a declared User-Agent, openFDA 1,000 req/day per IP without key). We store metadata and links only
for papers/preprints, never abstracts. Change detection only covers your own runs; there's no historical backfill.
PDUFA dates are regex extractions from 8-K text, not a calendar. Attributions are in NOTICE. Design notes
and per-source terms are in docs/DEVELOPER-NOTES.md.
Hosted tier
A paid hosted version (scheduled watches, persisted history, hosted MCP) is planned. Draft terms:
TERMS.md, PRIVACY.md (drafts, not legal advice, not in effect).
Contributing & licence
See CONTRIBUTING.md, CODE_OF_CONDUCT.md and SECURITY.md (report vulnerabilities privately). Licensed under the Apache License 2.0. BioCatalystFeed is
independent and not endorsed by NLM, NIH, FDA, SEC, EMA, the Office of the Federal Register, EMBL-EBI/Europe PMC, or bioRxiv/medRxiv.
Metadata
Release files for biocatalystfeed 0.3.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| biocatalystfeed-0.3.0.tar.gz | 85.1 kB | Without provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| biocatalystfeed-0.3.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 164.1 kB
Release files / biocatalystfeed-0.3.0.tar.gz
| Download URL | biocatalystfeed-0.3.0.tar.gz |
|---|---|
| Size | 85.1 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
8ec6e04e86732c6a5f5597435f494e81fe505c76dc3ced0dd39516e141cf7c0c
|
|
BLAKE2b-256 checksum How to use checksums |
f22c37e601ecc272132189bba596f2a108fc25d4a017e6cfba351ea39f9867eb
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.5
|
Release files / biocatalystfeed-0.3.0-py3-none-any.whl
| Download URL | biocatalystfeed-0.3.0-py3-none-any.whl |
|---|---|
| Size | 79.1 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
ec66eec8ab1ee2180d3355cc9026e85f1589ed92f2ff653c577ebea6820f9297
|
|
BLAKE2b-256 checksum How to use checksums |
db14982fde0be019b021d83d6ed685bdd7b5bc305a8b723ad430b8954c8e7c6f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.5
|
Security for biocatalystfeed 0.3.0
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
No provenance found
None of the files in this release were uploaded with provenance metadata.
A note on package security
PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.