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ShellSense MCP Server

VRK1106/ShellSense

Score: 26.4 Rank #22364 MCP Server
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Autonomous, context-aware AI terminal plugin & CLI utility built on Python. Implements multi-model LLM abstraction (Qwen/Gemini), Model Context Protocol (MCP) environment integration, and agentic tool-calling workflows.

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Overview

VRK1106/ShellSense is a Python MCP server licensed under GPL-3.0. Autonomous, context-aware AI terminal plugin & CLI utility built on Python. Implements multi-model LLM abstraction (Qwen/Gemini), Model Context Protocol (MCP) environment integration, and agentic tool-calling workflows.

Ranked #22364 out of 24850 indexed tools.

Ecosystem

Python GPL-3.0

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% 2mo ago

Last commit 2mo ago → moderate activity

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 0
Description Detailed
License GPL-3.0

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

How to Improve

Freshness high impact

Last commit was 79 days ago — a recent commit would boost your freshness score

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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AgentRank score for VRK1106/ShellSense
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Matched Queries

"model context protocol""model-context-protocol""agent tool"

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