Mcp Auditor
B 84 completed
Other
cli / python · small
64
Files
5,788
LOC
1
Frameworks
4
Languages
Pipeline State
completedRun ID
#361645Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
SkippedDecision
skip_scaffold_dupNovelty
27.57Framework unique
—Isolation
—Last stage change
2026-04-16 18:15:42Deduplication group #47545
Member of a group with 1 similar repo(s) — canonical #99059 view group →
Top concepts (2)
Project DescriptionTesting
Provenance: Repobility (https://repobility.com) — every score reproducible from /scan/
AI Prompt
Create a command-line tool, similar to `mcp-auditor`, designed for security auditing of services exposed via an MCP protocol. The tool should automatically discover all available tools from a target server. For each tool, it needs to generate adversarial payloads across five categories: input validation, error handling, injection, information leakage, and resource abuse, using an LLM. The tool must then execute these payloads against the real server and use an LLM-as-a-judge to classify the response as PASS or FAIL, providing a justification and severity rating. The CLI should support running the audit, generating reports in JSON and Markdown formats, and should ideally follow a hexagonal architecture pattern.
python cli security fuzzing llm agentic mcp testing command-line
Generated by gemma4:latest
Catalog Information
Agentic QA & fuzzing CLI for MCP servers.
Description
Agentic QA & fuzzing CLI for MCP servers.
Novelty
3/10Tags
python cli security fuzzing llm agentic mcp testing command-line
Technologies
anthropic langchain pydantic
Claude Models
claude-opus-4-6
Quality Score
B
84.1/100
Structure
91
Code Quality
100
Documentation
54
Testing
85
Practices
67
Security
100
Dependencies
60
Strengths
- CI/CD pipeline configured (github_actions)
- Good test coverage (121% test-to-source ratio)
- Code linting configured (ruff (possible))
- Consistent naming conventions (snake_case)
- Good security practices \u2014 no major issues detected
- Properly licensed project
Security & Health
4.1h
Tech Debt (B)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (2)
Repobility — the code-quality scanner for AI-generated software · https://repobility.com
MIT
License
2.0%
Duplication
Languages
Frameworks
pytest
Concepts (2)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Source: Repobility analyzer · https://repobility.com | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_description | Project Description | Agentic QA & fuzzing CLI for MCP servers. | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Testing | testing | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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