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"Making API documentation usable for LLMs" matching MCP servers:
- Flicense-qualityDmaintenanceStarter scaffold for a workshop to build an MCP API testing server, intended to be extended through incremental steps.
- FlicenseAqualityCmaintenanceAn MCP server that makes backend API requests and packages request+response pairs as evidence to prove an endpoint works.3
- AlicenseBqualityAmaintenanceAPI Tester AI - MCP server providing AI-powered tools and automation by MEOK AI Labs49MIT
- Flicense-qualityDmaintenanceEnables regex testing, replacement, splitting, validation, explanation, escaping, common patterns, and benchmarking through an MCP server.1
- Flicense-qualityDmaintenanceAn MCP Server that provides access to Google's Cloud Tool Results API, enabling applications to programmatically interact with test results from Firebase Test Lab and mobile app testing through natural language.
- Flicense-qualityCmaintenanceA full-stack API automation testing server that parses OpenAPI/Swagger/Postman/HAR specs, generates comprehensive test scenarios and executable code, and provides AI-powered review and auto-fix.
- Flicense-qualityDmaintenanceScans OpenClaw/ClawHub skills for security vulnerabilities before installation. Detects prompt injection, data exfiltration, credential theft and RCE risks. Autonomous AI-to-AI flow with zero human intervention required.
- Flicense-qualityDmaintenanceEnables instant creation of mock API servers from OpenAPI specs or natural language descriptions, with built-in fake data generation, CRUD endpoints, and configurable delays/errors for testing.
- Flicense-qualityBmaintenanceValidates OpenAPI documents, JSON Schemas, and JSON payloads. Also compares OpenAPI specs and displays breaking changes.
- AlicenseAqualityCmaintenanceAn MCP server that automatically discovers API endpoints from any codebase, generates and runs tests, and produces per-role QA audit reports in PDF and XLSX.210753MIT
- AlicenseAqualityAmaintenanceZero-sidecar MCP server embedded directly in the Godot 4 editor as a GDScript EditorPlugin — no Node or Python sidecar. Reflection-driven tools over any engine class, validate-before-write GDScript, scene/script/resource authoring, and a runtime play-test loop (play, screenshot, input, assert).545MIT
- AlicenseBqualityCmaintenanceEnables QA/SDET engineers to test APIs by ingesting Swagger/OpenAPI specs and Postman collections, generating and executing tests in multiple languages and frameworks with real-time progress tracking.11816MIT
- AlicenseBqualityDmaintenanceRead-only MCP server that exposes SonarQube Web API tools for issue retrieval, quality gate status, and source context, enabling coding agents to fix code issues.81331MIT
- FlicenseBqualityDmaintenanceEnables checking npm packages for known security vulnerabilities using the OSV API before installation. Supports both single package checks and bulk vulnerability scanning for multiple packages at once.2
- AlicenseCqualityDmaintenanceEnables HTTP API testing (GET, POST, PUT, DELETE) via the Model Context Protocol, powered by Playwright.4161MIT
- Alicense-qualityDmaintenanceEnables LLMs to perform browser automation tasks including web scraping, taking screenshots, and executing JavaScript using Playwright. It facilitates real-time interaction with web pages and the generation of automated test code.34MIT
Trustabl for Cursorofficial
Flicense-qualityBmaintenanceMCP server that brings Trustabl static reliability scanning into Cursor, letting agents inventory agents/tools, flag risky patterns, score production readiness, and write SARIF reports.8- Alicense-quality-maintenanceEnables benchmarking of Large Language Model APIs by measuring performance metrics such as generation throughput, prompt throughput, and Time To First Token (TTFT) with configurable concurrency levels and parameters.1
- Flicense-qualityBmaintenanceAn LLM-driven API testing platform exposed over MCP, enabling declarative test definition and DAG-based execution.