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ToolUniverse is a collection of biomedical tools designed for AI agents

active 2025-03-182026-08-07 (UTC)

Partial coverage11,369 / 12,256 hourly files (93%) · 2 absent upstream · 884 failed, retryable2025-03-182026-08-10 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
1.4K
Pushes
651
Pull requests
68
Issues
23
Stars
437
Forks
50

Activity over time

Daily event counts in the loaded window

Line chart, 508 days from 2025-03-18 to 2026-08-07. Pushes: 651 total, peak 59 in a day. Pull requests: 68 total, peak 3 in a day. Issues: 23 total, peak 2 in a day. Comments: 57 total, peak 4 in a day. Stars: 437 total, peak 22 in a day.

  • Pushes
  • Pull requests
  • Issues
  • Comments
  • Stars

Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.

Top contributors

Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity

ContributorContributionsPushesPRsComments
gasvn6956214026
SufianTA341974
Copilot120010
github-actions[bot]101000
rezashamji7061
d33disc6051
onestardao3012
one-step-beh1nd3001
jgbradley13021
TKassis3011
lnairPI3000
lnairGT3021
AlexIrrthum2002
pillarlan1000
yoavram1010
24372180511001
gpegoraro1000
cuglibo1000
wan-robert1000
huanghao-coco1000

Recent activity

Latest issues, pull requests and releases

  • Pull request#477gasvn2026-08-07 18:29
  • Issue comment#392gasvn2026-07-24 19:56
    Fix onboarding and install-experience gaps found in a 1.4.0 dogfood
  • Pull request#304gasvn2026-07-18 19:22
  • Pull request#258gasvn2026-06-14 23:49
  • Pull request#251gasvn2026-06-08 04:06
  • Pull request#248gasvn2026-06-07 01:06
  • Pull request#245gasvn2026-06-06 23:45
  • Pull request#228gasvn2026-06-03 23:31
  • Pull request#221gasvn2026-06-03 22:17
  • Pull request#210gasvn2026-06-02 03:23
  • Pull request#200gasvn2026-05-26 00:18
  • Pull request#192gasvn2026-05-25 05:54
  • Issue comment#23SufianTA2026-05-14 01:13
    adding vllm batch inference support
  • Issue#56SufianTA2026-05-14 01:05
    Length of data from UniProt_get_entry_by_accession exceeds context window of many LLMs
  • Issue comment#56SufianTA2026-05-14 01:05
    Length of data from UniProt_get_entry_by_accession exceeds context window of many LLMs
  • Issue comment#48SufianTA2026-05-14 01:05
    Can't add customer tool to tool_registry
  • Issue#24SufianTA2026-05-14 01:03
    literature_search_ui missing ?
  • Pull request#184SufianTA2026-05-14 00:38
  • Pull request#177SufianTA2026-05-13 23:53
  • Pull request#179SufianTA2026-05-13 23:53
  • Issue#37SufianTA2026-05-13 23:44
    Can ToolUniverse support a fully local LLM deployment (instead of remote API calls)?
  • Issue#155SufianTA2026-05-13 23:43
    Add a description to improve Dispatch discoverability
  • Pull request#170SufianTA2026-05-03 18:54
  • Pull request#168d33disc2026-04-25 17:15
  • Pull request#167d33disc2026-04-25 17:07

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 437 stars here means stars gained during the window, not the repo's star count.