MockLoop/mockloop-mcp
Intelligent Model Context Protocol (MCP) server for AI-assisted API development. Generate mock servers from OpenAPI specs with advanced logging, performance analytics, and server discovery. Optimized for AI development workflows with comprehensive testing insights and automated analysis.
Implements stateful testing through MCP's context management system with GlobalContext and AgentContext for multi-step workflows, while offering 35+ specialized tools spanning scenario generation, test execution, performance analysis, and security testing. The dual-port architecture separates mocked API and admin endpoints to avoid configuration conflicts, and integrates community-driven scenario packs (15 resources) alongside AI prompts for automated test case generation.
Available on PyPI.
Stars
15
Forks
5
Language
Python
License
MIT
Category
Last pushed
Mar 10, 2026
Monthly downloads
102
Commits (30d)
0
Dependencies
7
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