mims-harvard/ToolUniverse
Democratizing AI scientists with ToolUniverse
Latest metrics (snapshot 2026-10-14)
| stars | 1734 |
|---|---|
| forks | 264 |
| issues | 13 |
| pushed_at | 2026-10-14T07:38:17Z |
History
History chart: 1 daily snapshot so far (archive started 2026-10-14). The line fills in as the daily archive grows; full series via the API.
| Date | GitHub stars |
|---|---|
| 2026-10-14 | 1734 |
ADC Momentum: 25/100
| Growth velocity | 8 |
|---|---|
| Consistency | 7 |
| Recency | 98 |
| Agent demand | 0 |
| Basis | bootstrap |
ADC Momentum (0-100) = 45% growth velocity (stars/likes gained per day in our daily archive, relative and absolute, percentile-ranked within the category) + 20% consistency (share of recent days with growth) + 20% recency (latest push/update/release, decaying) + 15% agent demand (how often AI agents looked it up via our API/MCP this week). MCP servers use release cadence; LLMs use price cuts, context and recency. Recomputed daily; scores marked "bootstrap" use lifetime rates until the archive has enough days. Method
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[](https://agentdataco.com/repo/mims-harvard/ToolUniverse)<a href="https://agentdataco.com/repo/mims-harvard/ToolUniverse"><img src="https://agentdataco.com/badge/repo/mims-harvard/ToolUniverse.svg" alt="ADC Momentum"></a>Details
| description | Democratizing AI scientists with ToolUniverse |
|---|---|
| url | https://github.com/mims-harvard/ToolUniverse |
| language | Python |
| license | Apache-2.0 |
| topics | agents ai-agents ai-communication ai-for-science ai-scientists automated-science autonomous-agents co-pilot co-scientist llms lrm mcp-servers |
| created_at | 2025-03-03T21:09:47Z |
| homepage | https://aiscientist.tools |
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