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qa-probe

Probes your live API and classifies why each endpoint failed (root cause + evidence + calibrated confidence) over MCP, so your AI assistant debugs from evidence instead of guessing. Deterministic rules, no black box. Works with FastAPI, Express, Next.js, tRPC, and GraphQL. `npm i -g qa-probe`

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★ 2 stars Last pushed 2026-06-25 License: Apache-2.0

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See the repository for installation instructions: https://github.com/LS-SIEM-LLP/qa-probe

Related servers

Listed in punkpeye/awesome-mcp-servers (MIT)