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awesome-scientific-ai-tools MCP Server

Harsh9005/awesome-scientific-ai-tools

Score: 51.4 Rank #70 MCP Server
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A curated list of AI-powered tools, MCP servers, and agent skills for scientific research. From literature search to manuscript submission.

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Overview

Harsh9005/awesome-scientific-ai-tools is a MCP server licensed under CC0-1.0. A curated list of AI-powered tools, MCP servers, and agent skills for scientific research. From literature search to manuscript submission. Topics: academic-tools, agent-skills, ai-tools, awesome, awesome-list, bioinformatics, drug-discovery, grant-writing, literature-review, mcp-servers, research-tools, scientific-research, scientific-writing, academic, machine-learning.

Ranked #70 out of 109 indexed tools.

Actively maintained with commits in the last week.

Ecosystem

CC0-1.0
academic-toolsagent-skillsai-toolsawesomeawesome-listbioinformaticsdrug-discoverygrant-writingliterature-reviewmcp-serversresearch-toolsscientific-researchscientific-writingacademicmachine-learning

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% 1d ago

Last commit 1d ago → actively maintained

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 1

1 contributor → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 0
Description Good
License CC0-1.0

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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Matched Queries

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From the README

<div align="center">

# Awesome Scientific AI Tools 

A curated list of AI-powered tools, MCP servers, and agent skills for scientific research.

[English](README.md) | [中文](README-zh.md) | [日本語](README-ja.md) | [Español](README-es.md) | [Deutsch](README-de.md)

</div>

---

## Contents

- [Literature Search & Discovery](#literature-search--discovery)
- [Citation Management](#citation-management)
- [Research Reading & Comprehension](#research-reading--comprehension)
- [Writing & Editing](#writing--editing)
- [Data Analysis & Visualization](#data-analysis--visualization)
- [Scientific Computing](#scientific-computing)
- [Figure & Diagram Generation](#figure--diagram-generation)
- [Experiment & Lab Tools](#experiment--lab-tools)
- [Drug Discovery & Chemistry](#drug-discovery--chemistry)
- [Bioinformatics & Genomics](#bioinformatics--genomics)
- [Clinical Trials & Medical](#clinical-trials--medical)
- [MCP Servers for Research](#mcp-servers-for-research)
- [AI Agent Skills & Plugins](#ai-
Read full README on GitHub →

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