{"repo":"GalaxyXieyu/Api-Test-MCP","free":true,"listed":false,"github":"https://github.com/GalaxyXieyu/Api-Test-MCP","clone":"git clone https://github.com/GalaxyXieyu/Api-Test-MCP.git","description":"A YAML-first API testing framework built for AI-assisted API workflows.","language":"Python","stars":23,"topics":["ai-coding","api-testing","automation","developer-tooling","mcp","pytest","yaml"],"license":"MIT","category":"mcp-servers","readme_excerpt":"API Auto Test Framework YAML Declarative API Testing Framework, Optimized for AI Coding Assistants Case study AgentsGalaxy GitHub Quick Start MCP Integration YAML Spec Unit Testing --- Why This Framework? When asking AI to write API tests, you might encounter these issues: Scenario 1: Repetitive Work Every time you ask AI to generate tests, you need to re-describe the project structure, authentication method, and assertion style. For 10 API tests, the same fixture and setup code gets generated 10 times. Scenario 2: Token Black Hole A simple login API test generates 200 lines of code. You find an assertion is wrong, ask AI to fix it, and it generates another 200 lines. After 3 revisions, you've consumed 2000+ Tokens, and you still end up fixing it manually. Scenario 3: Debugging Dead Loop AI-generated tests fail to run. You paste the error message, AI fixes it but still wrong. After 5 rounds of conversation, the problem persists, and you've burned 5000+ Tokens. This Framework's Solution: Metric Traditional AI This Framework -------- --------------- ---------------- Test 1 API 200 lines code 20 lines YAML Modify Assertion Regenerate all code Fix 1-2 lines YAML 10 API Tests Repeat setup 10x Shared config, 0 repeat Debug Issue 3-5 rounds avg Usually 1 round --- Key Features Feature Description --------- ------------- YAML Declarative Tests Test logic separated from execution code, AI generates structured data only MCP Server Seamless integration with Claude/Cursor and other AI ed","default_branch":null,"files":null,"tree":[],"storefront":"/r/GalaxyXieyu","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/GalaxyXieyu/Api-Test-MCP/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}