Skip to main content

BioCatalystFeed logo

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)

  • --exclude takes words or phrases (space- or comma-separated); matching is whole-word and case-insensitive, and a trailing * is a prefix wildcard (--exclude "murin*" rat).
  • --rank scores 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 in relevance.

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)

Source distribution for biocatalystfeed 0.3.0
File Size Uploaded Provenance
biocatalystfeed-0.3.0.tar.gz 85.1 kB Without provenance Details

Built distribution (wheel)

Table of built distributions (wheels) for biocatalystfeed 0.3.0
File Interpreter ABI Platform
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.

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page