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DimensionQA Skills MCP ServerCurated QA testing skills directory for AI coding agentsContext7Upstash's official server providing up-to-date third-party library docs for AI coding assistants
FMRS47 / 100 · D80 / 100 · B
Reliability7 / 2014 / 20
Security and permissions10 / 2016 / 20
Maintenance12 / 2017 / 20
Documentation10 / 2015 / 20
Setup experience8 / 2018 / 20
Best for
  • QA engineers and SDETs looking to enhance their AI coding agents' testing capabilities.
  • Teams using Claude Code, Cursor, Windsurf, or other MCP-compatible coding agents.
  • Those who want to automate the discovery and installation of testing skills.
  • Developers using fast-moving frameworks/libraries worried about the AI suggesting stale code
  • Scenarios wanting zero-config documentation lookup
Not for
  • Users requiring a transport other than stdio (e.g., remote servers).
  • Those who want to use a private API or self-hosted skills directory unless QASKILLS_API_URL is set.
  • Users who need offline use without internet connection.
  • Looking up internal/private codebase documentation (Context7 targets publicly published open-source libraries)
  • Cases needing very high coverage of obscure, niche libraries (coverage depends on what Context7's platform has indexed)
Required permissions
  • Access to the qaskills.sh API to search and fetch skill content.
  • Write access to the AI agent's configuration directory to install skills.
  • Optional: Custom API endpoint via QASKILLS_API_URL environment variable.
  • Usable without an API key (subject to a free-tier rate limit); CONTEXT7_API_KEY is an optional credential for higher quota
  • Read-only documentation lookup — no code execution or local filesystem access involved
Risks and side effects
  • Installing skills might modify your AI agent's configuration, potentially causing unexpected behavior.
  • Dependency on the qaskills.sh API may introduce downtime or changes.
  • Skill content might include outdated or inaccurate testing patterns.
  • The free tier has limited quota — high-frequency use may hit rate limits
  • Documentation content comes from Context7's platform index, so its accuracy and freshness depend on that platform's crawl cadence
Supported clientsClaude Code, Cursor, WindsurfClaude Code, VS Code, Cursor, Cline, Amp
Tools62