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Aphasia-Agentry MCP Server

mddanish/Aphasia-Agentry

Score: 57.2 Rank #7624 LLM Client
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Agentic BAS — breach & attack simulation for AI agents and MCP servers. Drives an attacker (curated seed payloads or any LLM via litellm) against a target, proves impact with per-run canaries (not an LLM judge), and reports mapped to the OWASP LLM Top 10 and MITRE ATLAS. Ships a sandbox-inert vulnerable fixture.

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Overview

mddanish/Aphasia-Agentry is a Python MCP server licensed under Apache-2.0. Agentic BAS — breach & attack simulation for AI agents and MCP servers. Drives an attacker (curated seed payloads or any LLM via litellm) against a target, proves impact with per-run canaries (not an LLM judge), and reports mapped to the OWASP LLM Top 10 and MITRE ATLAS. Ships a sandbox-inert vulnerable fixture.

Ranked #7624 out of 24846 indexed tools.

Ecosystem

Python Apache-2.0 235 pypi/wk

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 4

4 stars → early stage

Freshness 25% 14d ago

Last commit 14d 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 13% 235/wk

235 weekly installs → early adoption

Forks 2
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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AgentRank score for mddanish/Aphasia-Agentry
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Matched Queries

"mcp server""mcp-server"

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