Is the IntentProbe MCP server actively maintained?

The IntentProbe MCP server was last committed 11d ago and has 0 contributors. Issue health: 50% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

IntentProbe MCP Server

Name: mcpware/IntentProbe
Rating: 3.3 (1 reviews)
Author: mcpware

mcpware/IntentProbe

Score: 57.0 Rank #923 MCP Server

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Activation-probe security scanner for AI agent tooling. Reads a model's internal activations to detect poisoned MCP servers, skills, and packages before install.

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Overview

mcpware/IntentProbe is a Python MCP server licensed under Apache-2.0. Activation-probe security scanner for AI agent tooling. Reads a model's internal activations to detect poisoned MCP servers, skills, and packages before install.

Ranked #923 out of 24850 indexed tools.

In the top 4% of all indexed tools.

Ecosystem

Python Apache-2.0

Score Breakdown

Stars 15% 9

9 stars → early stage

Freshness 25% 11d ago

Last commit 11d ago → recently updated

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 Apache-2.0

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

How to Improve

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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Markdown

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HTML

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Details

Stars: 9
Forks: 0
Open Issues: 0
Closed Issues: 0
Contributors: 0
Dependents: —
Language: Python
License: Apache-2.0
Last Commit: 11d ago

Matched Queries

"mcp server""mcp-server""agent tool"

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