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ScienceClaw MCP Server

AgentTeam-TaichuAI/ScienceClaw

Score: 47.2 Rank #20155 MCP Server
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ScienceClaw is a personal research assistant built with LangChain DeepAgents and AIO Sandbox infrastructure, adopting a completely new architecture beyond OpenClaw. It offers stronger security, better transparency, and a more user-friendly experience.

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Overview

AgentTeam-TaichuAI/ScienceClaw is a Python tool. ScienceClaw is a personal research assistant built with LangChain DeepAgents and AIO Sandbox infrastructure, adopting a completely new architecture beyond OpenClaw. It offers stronger security, better transparency, and a more user-friendly experience.

Ranked #20155 out of 24840 indexed tools.

Ecosystem

Python No license

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 667

667 stars → growing community

Freshness 25% 4mo ago

Last commit 4mo ago → stale

Issue Health 25% 35%

7/20 issues closed → many open issues

Contributors 10% 3

3 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 71
Description Detailed
License None

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

How to Improve

License low impact

Add an MIT or Apache-2.0 license to signal trust and enable adoption

Freshness high impact

Last commit was 139 days ago — a recent commit would boost your freshness score

Issue Health high impact

You have 13 open vs 7 closed issues — triaging stale issues improves health

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AgentRank score for AgentTeam-TaichuAI/ScienceClaw
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topic:mcp

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