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Aravindargutus/mcp-automation-framework

Score: 41.3 Rank #1791

The first comprehensive QA automation framework for Model Context Protocol (MCP) servers. 8 test suites covering protocol compliance, schema validation, security scanning, performance benchmarking, and AI-powered evaluation. CLI + interactive dashboard with A-F grading.

Overview

Aravindargutus/mcp-automation-framework is a TypeScript MCP server. The first comprehensive QA automation framework for Model Context Protocol (MCP) servers. 8 test suites covering protocol compliance, schema validation, security scanning, performance benchmarking, and AI-powered evaluation. CLI + interactive dashboard with A-F grading.

Ranked #1791 out of 25632 indexed tools.

In the top 7% of all indexed tools.

Actively maintained with commits in the last week.

Ecosystem

TypeScript No license

Signal Breakdown

Stars 1
Freshness 3d ago
Issue Health 50%
Contributors 0
Dependents 0
Forks 0
Description Detailed
License None

How to Improve

License low impact

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

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

Badge

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Matched Queries

"model context protocol""model-context-protocol"
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