aipoch/open-science
The open-source AI research workbench for scientific research and agent workflows. Local-first, model-agnostic desktop app with extensible skills, MCP tools and connectors, Python/R execution and traceable artifacts for reproducible research on macOS, Windows and Linux.
Latest metrics (snapshot 2026-10-14)
| stars | 4857 |
|---|---|
| forks | 480 |
| issues | 53 |
| pushed_at | 2026-10-14T13:10:43Z |
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 | 4857 |
ADC Momentum: 66/100
| Growth velocity | 76 |
|---|---|
| Consistency | 60 |
| Recency | 99 |
| 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
Embed this badge
Maintainers: add the live badge to your README (updates daily).
[](https://agentdataco.com/repo/aipoch/open-science)<a href="https://agentdataco.com/repo/aipoch/open-science"><img src="https://agentdataco.com/badge/repo/aipoch/open-science.svg" alt="ADC Momentum"></a>Details
| description | The open-source AI research workbench for scientific research and agent workflows. Local-first, model-agnostic desktop app with extensible skills, MCP tools and connectors, Python/R execution and traceable artifacts for reproducible research on macOS, Windows and Linux. |
|---|---|
| url | https://github.com/aipoch/open-science |
| language | TypeScript |
| license | Apache-2.0 |
| topics | agent-skills ai-agent ai-for-science ai-research ai-research-workbench ai-workbench desktop-app local-first mcp model-agnostic open-science open-source |
| created_at | 2026-07-03T02:50:10Z |
| homepage | https://aipoch.com/open-science |
Get this data via API or MCP
Full daily history, trends and change events for aipoch/open-science and thousands of other AI-ecosystem entities.
curl -H "Authorization: Bearer $ADC_KEY" \
"https://agentdataco.com/api/v1/github-ai-repos/history?entity=aipoch%2Fopen-science"
curl -H "Authorization: Bearer $ADC_KEY" \
"https://agentdataco.com/api/v1/github-ai-repos?repo=aipoch%2Fopen-science"Or connect your agent to our remote MCP server: https://agentdataco.com/mcp.
Maintainer? Claim this listing
Owners and vendors can submit a description, pricing and corrections. We email you a verification link; verified submissions are reviewed daily (a work email on the project's domain is fastest).