Sasi Sundar

Building Vouqis.MCP reliability tools

About

Founder building Vouqis, an MCP reliability layer for AI agents. We help teams detect silent failures, trace broken agent workflows, and trust AI systems in production. Focused on observability, evals, trust scoring, and developer-first tooling.

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Maker History

VouqisKnow if your MCP server actually works
May 2026

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Joined Product HuntMay 25th, 2026

Forums

p/vouqis-mcp-server-reliability-auditor

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18h ago

Vouqis-Know if your MCP server is reliable

Hey PH! We built Vouqis because I kept seeing MCP servers fail in production in ways that were completely invisible to standard monitoring. HTTP 200, no errors in logs but the server was silently accepting malformed JSON-RPC requests it should have rejected, or timing out on tools 3 and 4 in a 5-tool chain. The math is brutal: if each MCP tool has 71% reliability, a 5-tool chain succeeds only 18% of the time. You need to know your server's actual protocol-level reliability before you ship. Vouqis runs 10 deterministic probes, zero LLM calls, and gives you a trust score you can put in your README and gate on in CI. Happy to audit anyone's MCP server live in the comments just drop a URL

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6h ago

Vouqis - Know if your MCP server actually works

Vouqis audits MCP servers before they reach production. One CLI command tests every tool call, measures latency, surfaces errors, and logs 90 days of trace history — with replay built in. Ship AI agents knowing your MCP layer is actually safe.