Testsigma
Katalon
TestMu AI (Formerly LambdaTest)
Ghost Inspector
Selenium
BrowserStack
Testim
Functionize
ContextForge.dev
Agentmemory
OpenMemory MCP
Testsigma is a cloud based test automation platform for Agile & Continuous Delivery teams that simplifies automation for Web apps, iOS & Android Apps and APIs , Testsigma requires no setup or frameworks and enables teams to start automating from the first line of code
Test authoring in simple English enables everyone --SMEs, business users, manual testers regardless of coding expertise to write tests at speed. An intelligent AI-engine eliminates test flakiness with dynamic element handling , self-healing scripts and isolating affected regression tests as your application evolves.
Scale executions in no time on the cloud with 800+ browser/OS combinations and 3000+ real iOS and Android devices that are continuously available
Signup (https://testsigma.com/signup) for a free trail and see how Testsigma is unique and how this AI-driven automation software meets your automation requirements.
ContextForge is persistent, searchable memory for AI coding agents โ built on the Model Context Protocol (MCP).
Your AI assistant forgets everything when the session ends. ContextForge fixes that: save architectural decisions, naming conventions, and debugging context once, and any MCP client recalls it later with semantic search โ across sessions and across projects.
Works with: Claude Code, Claude Desktop, Cursor, GitHub Copilot, ChatGPT, and Windsurf.
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ContextForge.dev's answer:
ContextForge is memory that lives at the MCP layer, so it works across every AI coding agent at once โ Claude Code, Cursor, GitHub Copilot, ChatGPT, and Windsurf โ not just one. Save a decision once and any client recalls it later with semantic search. It goes beyond a note store: automatic git sync turns your commits and PRs into searchable knowledge, plus task tracking, snapshots, and team sharing โ all through a single MCP server you add with one command.
ContextForge.dev's answer:
Most memory tools are tied to a single agent or are just a key-value store. ContextForge is MCP-native, so it's portable across all your AI tools; it adds git sync so your codebase history becomes searchable context automatically; and it includes team features (shared spaces, collaborators) that solo-memory tools lack. Setup is one command, there's a genuine free-forever tier with no credit card, and paid plans start at just $9/month.
ContextForge.dev's answer:
Software developers and engineering teams who use AI coding assistants โ Claude Code, Cursor, GitHub Copilot, ChatGPT, Windsurf โ and are tired of re-explaining their project, architecture, and conventions every session. It fits solo developers working across multiple projects as well as small teams that need shared, persistent context.
ContextForge.dev's answer:
ContextForge was born from a simple frustration: AI coding agents forget everything the moment a session ends. Every new conversation meant re-explaining the same architecture, naming conventions, and past decisions. ContextForge was built to give AI agents a permanent, searchable memory through the Model Context Protocol โ so knowledge is captured once and reused forever, across sessions and projects. It even dogfoods its own memory to help build itself.
ContextForge.dev's answer:
Next.js 16 (App Router), React and Tailwind CSS for the dashboard, hosted on Vercel. Supabase (PostgreSQL) with pgvector powers the semantic vector search, and Deno edge functions serve the API. Embeddings use OpenAI text-embedding-3-small. The MCP client is a Node.js package (contextforge-mcp) on npm, implementing the Model Context Protocol.
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Testsigma is an AI-driven test management platform focused on both manual and automated testing for modern, distributed teams. Pros:. - Source: dev.to / 8 months ago
Testsigma is an open-source and cloud-based AI testing tool that supports web, mobile, desktop, and API testing. Its AI Copilot helps teams generate, run, and maintain tests in natural language. It also allows for seamless integration with CI/CD pipelines. - Source: dev.to / about 1 year ago
Getting the setup right is crucial for making E2E tests reflect actual use cases and catch critical issues effectively. In fact, a study by Testsigma found that organizations that carefully define test scenarios beforehand can reduce testing time by up to 60%. - Source: dev.to / over 1 year ago
TestSigma - Natural language scripting for web, mobile, and API tests. - Source: dev.to / over 1 year ago
You should check out Testsigma. They are open source. https://testsigma.com/. Source: over 3 years ago
Katalon - Built on the top of Selenium and Appium, Katalon Studio is a free and powerful automated testing tool for web testing, mobile testing, and API testing.
Agentmemory - Persistent memory for Claude Code, Codex & coding agents
TestMu AI (Formerly LambdaTest) - Worldโs first full-stack Agentic AI Quality Engineering platform.
OpenMemory MCP - Your private, local memory layer for all AI tools
Ghost Inspector - Easily create automated browser tests for your websites and web apps. Ensure everything works and looks the way it should. No coding required. 14 day free trial!
Selenium - Selenium automates browsers. That's it! What you do with that power is entirely up to you. Primarily, it is for automating web applications for testing purposes, but is certainly not limited to just that.