agent-qa MCP Server
vostride/agent-qa
[](https://agentrank-ai.com/tool/vostride--agent-qa/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) Open-source self-improving QA agent for software teams. A test harness with memory. Write tests in natural language for web and mobile. agent-qa learns from every run, adapts to UI changes, and catches regressions before you ship.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
vostride/agent-qa is a TypeScript tool. Open-source self-improving QA agent for software teams. A test harness with memory. Write tests in natural language for web and mobile. agent-qa learns from every run, adapts to UI changes, and catches regressions before you ship. Topics: playwright, end-to-end-testing, ai-testing, ai-agents, mcp, developer-tools, chatgpt, claude-code, clawdbot, codex, frontend, autonomous-agents, browser-automation, model-context-protocol, qa-automation, anthropic, mcp-server, mcp-tools, openai, dsh-plugin.
Ranked #4312 out of 24846 indexed tools.
Ecosystem
Score Breakdown
903 stars → growing community
Last commit 3mo ago → stale
4/4 issues closed → responsive maintainer
4 contributors → small team
No dependents → no downstream usage
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
How to Improve
Badge all embed codes →
[](https://agentrank-ai.com/tool/vostride--agent-qa/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) <a href="https://agentrank-ai.com/tool/vostride--agent-qa/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/v1/badge/vostride--agent-qa" alt="AgentRank"></a> Matched Queries
From the README
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<a href="https://vostride.com/docs/agent-qa">Docs</a>
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<a href="https://github.com/vostride/agent-qa/tree/main/demo-project">Demo</a>
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<a href="https://github.com/vostride/agent-qa/issues">Issues</a>
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## agent-qa
The self-improving Agentic QA harness with Memory
Write tests in natural language for web and mobile. agent-qa learns from past runs, adapts to UI changes, and catches regressions before you ship.
[Docs](https://vostride.com/docs/agent-qa) | [Quickstart](https://vostride.com/docs/agent-qa/quickstart)
## Features
- **Write tests in natural language for web and mobile**: Define actions and assertions in human language while agents work from visible roles, labels, and screen state.
- **Self-healing test execution**: When any sub-action, such as click, fill, or select, fails, agent-qa re-observes the UI and tries a different path in the same run. Tests recover from UI drift and flaky interactions inst Read full README on GitHub → Get the weekly AgentRank digest
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