qa-probe
Rank #50,623glama/LS-SIEM-LLP/qa-probe
Probes your live API and classifies why each endpoint failed (root cause, evidence, and a calibrated confidence level), exposed over MCP so your AI assistant debugs from evidence instead of guessing. Works with FastAPI, Express, Next.js, tRPC, and GraphQL.
qa-probe is a Model Context Protocol (MCP) server published by LS-SIEM-LLP. It ranks #50,623 of 137,492 servers tracked on MCP Toplist, and its repository has 2 GitHub stars. qa-probe is listed on Glama, with 1 release tag tracked from its GitHub repository. It was first listed on Jun 25, 2026 and most recently updated on Jun 25, 2026.
Ranks ahead of 86,869 of 137,492 servers on MCP Toplist.
Use qa-probe
No credentials or required configuration declared — add it to your MCP client and go.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2FLS-SIEM-LLP%2Fqa-probe)<a href="https://mcptoplist.com/server/glama%2FLS-SIEM-LLP%2Fqa-probe"><img src="https://mcptoplist.com/badge/glama%2FLS-SIEM-LLP%2Fqa-probe.svg" alt="MCP Toplist: Top 50% of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
LS-SIEM-LLP
GitHub releases (1)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v2.12.1 | Jun 25, 2026 |
Frequently asked questions
- Who maintains qa-probe?
- qa-probe is maintained by LS-SIEM-LLP, which publishes 1 MCP server (1 total version) tracked on MCP Toplist.
- Is qa-probe listed on the Official MCP Registry?
- qa-probe is not on the Official MCP Registry. It is listed on Glama.
- How many versions does qa-probe have?
- No registry surfaces explicit version metadata for qa-probe; MCP Toplist tracks 1 release tag from its GitHub repository, most recently published on Jun 25, 2026.
- Where can I find the source code for qa-probe?
- The source code for qa-probe is hosted at github.com/LS-SIEM-LLP/qa-probe.
Do you run this server?
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