Google PageRank for AI agents. 25,000+ tools indexed.

open-science MCP Server

aipoch/open-science

Score: 95.2 Rank #82 MCP Server
Are you the maintainer of aipoch/open-science? Claim this listing →

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.

Add AgentRank to Claude Code Discover and compare tools like aipoch/open-science — your AI finds the right one automatically
Get API Access →
claude mcp add agentrank -- npx -y agentrank-mcp-server

Overview

aipoch/open-science is a TypeScript tool licensed under Apache-2.0. 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. Topics: ai-for-science, local-first, reproducible-research, open-science, ai-research, model-agnostic, scientific-ai, desktop-app, ai-workbench, bioinformatics, open-source, science, scientific-computing, ai-agent, science-agent, agent-skills, mcp, research-tools, scientific-research, ai-research-workbench.

Ranked #82 out of 24840 indexed tools.

In the top 1% of all indexed tools.

Has 4,923 GitHub stars.

Has 21 contributors.

Actively maintained with commits in the last week.

Ecosystem

TypeScript Apache-2.0
ai-for-sciencelocal-firstreproducible-researchopen-scienceai-researchmodel-agnosticscientific-aidesktop-appai-workbenchbioinformaticsopen-sourcesciencescientific-computingai-agentscience-agentagent-skillsmcpresearch-toolsscientific-researchai-research-workbench

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 4,923

4,923 stars → well-known project

Freshness 25% today

Last commit today → actively maintained

Issue Health 25% 84%

234/277 issues closed → responsive maintainer

Contributors 10% 21

21 contributors → active community

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 295
Description Detailed
License Apache-2.0

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

Badge all embed codes →

AgentRank score for aipoch/open-science
[![AgentRank](https://agentrank-ai.com/api/badge/tool/aipoch--open-science)](https://agentrank-ai.com/tool/aipoch--open-science/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
<a href="https://agentrank-ai.com/tool/aipoch--open-science/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/badge/tool/aipoch--open-science" alt="AgentRank"></a>

Embed Widget docs →

Embed a rich score widget on your site or blog.

<script src="https://agentrank-ai.com/embed.js" data-tool="aipoch/open-science"></script>

Matched Queries

topic:mcp

From the README

<h1 align="center">AIPOCH Open-Science</h1>

<p align="center">
  AI research workbench for reproducible science — open-source, local-first, and model-agnostic.
</p>

<p align="center">
  <a href="https://aipoch.com/open-science/download">
    
  </a>
  <a href="https://github.com/aipoch/open-science/releases/latest">
    
  </a>
  <a href="https://doi.org/10.5281/zenodo.22252246">
    
  </a>
  <a href="https://huggingface.co/datasets/phylobio/BiomniBench-DA">
    
  </a>
  <a href="https://github.com/aipoch/open-science/releases/latest">
    
  </a>
  <a href="LICENSE">
    
  </a>
  <a href="https://aipoch.com/open-science">
    
  </a>
  <a href="https://discord.gg/zxQAYjReRv">
    
  </a>
</p>

<p align="center">
  <a href="./README.md"></a>
  <a href="./docs/zh-Hans/README.md"></a>
  <a href="./docs/zh-Hant/README.md"></a>
  <a href="./docs/ja/README.md"></a>
  <a href="./docs/ko/README.md"></a>
  <a href="./docs/fr/README.md"></a>
  <a href="./docs/ru/README.md"></a>
  <a href="
Read full README on GitHub →

Get the weekly AgentRank digest

Top movers, new tools, ecosystem insights — straight to your inbox.