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MCP servers tagged ai-for-science

12 live MCP servers tagged "ai-for-science", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with ai-for-science.

12
live servers
45
avg trust
5.2K
most stars
1

Open Science

aipoch

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…

★ 5.2Kupdated 3 hours ago
64
2

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…

★ 1.8K
64
3

Awesome AI For Science

A curated list of awesome AI tools, libraries, papers, datasets, and frameworks that accelerate scientific discovery — from physics and chemistry to biology, materials, and beyond.

64
4

AutoResearch SibylSystem

Fully Autonomous AI Research System with Self-Evolution, built natively on Claude Code

52
5

Wisp Science

Open-source, local-first desktop AI research workbench for scientific computing with Python/R, MCP bioinformatics tools, SSH/WSL/GPU runtimes, and OpenAI/Anthropic models.

52
6

Awesome AI Cae

A curated list of 100+ AI-ready tools for Computer-Aided Engineering, ranked by an AI-Readiness Score (agent-callability: MCP, Python API, CLI, pip). CFD, FEA, SPH, DEM, different…

39
7

Gnosislab Vm

cloudcell

Virtualized GnosisLab research environment with KVM isolation, protected scientific services, and sandboxed experiment execution.

★ 2updated 15 hours ago
34
8

Awesome Scientific AI Tools

Discover AI tools, MCP servers, and agent skills for scientific research across literature, data, writing, and lab work

★ 1
34
9

Awesome Scientific AI Tools

sparzinhogames-hash

Discover AI tools, MCP servers, and agent skills for scientific research across literature, data, writing, and lab work

★ 1updated 4 days ago
34
10

Agent4Molecule

LLM Agent for Automating Molecular Discovery Pipelines

34
11

Claude Code Biology Research

?? A comprehensive guide to using Claude Code as an AI-powered assistant for computational biology, bioinformatics, and biomedical research

34
12

Sciguard Autopilot

Scientific decision control plane powered by DataHub field lineage, deterministic policy, and evidence-gated recovery.

34
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