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Vouqis

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Know if your MCP server actually works

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Know if your MCP server actually works

6 followers

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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.

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Launch tags:API•Artificial Intelligence•Security

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Hey PH! I 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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18h ago

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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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