AI agent starters · Rank #51
ScienceClaw
Grade C: derived only from the two verdicts below. How grades work
ScienceClaw is a personal research assistant built with LangChain DeepAgents and AIO Sandbox infrastructure, adopting a completely new architecture beyond OpenClaw. It offers stronger security, better transparency, and a more user-friendly experience.
Why this verdict
How we check →- No commits in 90 days; last commit 163 days ago. receipt ↗
Snapshot: commit 3817e56 on master, checked 2026-10-19 06:44 UTC. Receipts link to files at this exact commit.
- Manifest not found: package.json
- No license detected: check terms before commercial use.
What the README says you get
- ContentPDF report generation
generate professional PDF research reports
- ContentDOCX document creation
Create and edit Word documents with cover pages, TOC, tables, and charts
- ContentPPTX slide decks
Generate and edit PowerPoint slide decks
- ContentXLSX spreadsheets
Create and manipulate Excel spreadsheets, CSV/TSV data processing
- EmailFeishu webhook notifications
Configure Feishu webhook notifications in settings
- OtherDocker container isolation
runs entirely inside **Docker containers**
- OtherIsolated code sandbox
All code execution happens in an **isolated sandbox**
- OtherLocal workspace storage
generated data stays in a local `./workspace` directory
- OtherTraceable agent workflow
visible and traceable
- OtherOne-command launch
launch the entire environment with **a single command**
- Other1,900+ scientific tools
1,900+ scientific tools, ready to use
- OtherCustom Python tools
User-defined Python functions, hot-loaded from `Tools/`
- OtherSkill system
structured instruction documents (SKILL.md)
- OtherScheduled tasks
Set up recurring or one-time tasks with cron-like scheduling
Extracted from the kit's README by a local AI model (deepseek-flash) on Sep 29, 2026. Every item is checked against an exact README quote. A README claim is the maker's description, not something we tested.
Watch ScienceClaw
Get told if it goes dormant, gets archived, falls further behind on a core dependency, or changes its license or price.
History
Sep 29, 2026 → Oct 19, 2026. One square per check, colored by maintenance status. Hover for details.
Show as a table
| Date | Maintenance | Dependencies | Commits (90d) |
|---|---|---|---|
| Oct 19, 2026 | Slowing | Deps unknown | 0 |
| Oct 12, 2026 | Slowing | Deps unknown | 0 |
| Sep 29, 2026 | Slowing | Deps unknown | 0 |
Sources
Every claim on this page comes from these public records, checked . Open them to verify.
- Commit history ↗ default branch (master) at the checked commit: pulse, contributors, last commit
- Releases ↗ latest release
- package.json ↗ declared dependency versions and stack (at commit 3817e56)
- README ↗ quoted features at the checked commit