mockloop-mcp
Active·★ 17·MIT·Updated 2026-10-11
MockLoop MCP is the world's first AI-native API testing platform, revolutionizing API testing with comprehensive AI-driven scenario generation, automated test execution, and intelligent analysis capabilities. It leverages the Model Context Protocol (MCP) to provide advanced features like stateful testing, enterprise compliance, and a dual-port architecture.
#AI-native Testing#API Testing#Mock Server#Model Context Protocol (MCP)#Test Automation#Security Testing#Performance Testing#Schema Verification (SchemaPin)
01
Features
01Automated Test Execution: Employs 30 comprehensive MCP tools for complete testing workflows.
02Stateful Testing: Provides advanced context management with GlobalContext and AgentContext for complex workflows.
03Dual-Port Architecture: Eliminates /admin path conflicts with separate mocked API and admin ports for enhanced security and analytics.
04SchemaPin Cryptographic Verification: Integrates SchemaPin for cryptographic schema verification to prevent 'MCP Rug Pull' attacks and ensure integrity.
02
Compatibility
Python
Runtime
Verified via docs
MCP Client
Integration
Verified via docs
Docker
Deployment
Verified via docs
LangGraph
AI Framework
Verified via docs
CrewAI
AI Framework
Verified via docs
LangChain
AI Framework
Verified via docs
03
Quick start
1
$ pip install mockloop-mcp
04
Use cases
↳Development Workflow Integration: Seamlessly switch between mock, proxy, and hybrid modes for efficient development and gradual integration with live APIs.
↳Comprehensive Integration Testing: Validate against real services while maintaining test isolation and comparing mock vs. live API responses.
↳Performance and Security Assessment: Conduct AI-optimized load testing, performance monitoring, and automated security vulnerability assessments.
↳Enterprise Compliance and Auditing: Ensure regulatory compliance and maintain complete audit trails for API requests and responses.
↳Secure Multi-Agent AI Workflows: Integrate with AI frameworks like LangGraph and CrewAI for secure, cryptographically verified multi-agent testing workflows using SchemaPin.
05
Alternatives
SHAFT_ENGINE★ 417
Java test automation framework for web, mobile, API, CLI, database, and desktop E2E testing with a fluent API and built-in reporting.
mcp-assert★ 26
The deterministic testing standard for MCP servers. Connect over real stdio/SSE/HTTP transport, call tools with real arguments, assert results with 18 assertion types defined in YAML. Any language, any transport, no mocks. Single Go binary.
filesystem-mcp★ 25
A local filesystem MCP server that lets LLMs and AI agents read, write, search, diff, patch, and manage files safely and efficiently. Built for reliable, structured, and controlled filesystem interaction.
mcp-tui★ 12
Fast terminal UI and CLI for testing, debugging, and automating Model Context Protocol (MCP) servers. STDIO, SSE, HTTP, Streamable HTTP. Built on the official MCP Go SDK.
x64dbg-mcp-server★ 2.6k
x64dbg-MCP Server is a native MCP (Model Context Protocol) plugin for x64dbg that exposes the debugger's full functionality over HTTP. Connect any MCP-compatible AI assistant and control x64dbg programmatically: set breakpoints, step through code, read memory, dump registers, and more. Built with Zig — zero dependencies, single-binary output, cros
Comments
Log in to leave a comment
No comments yet. Be the first!