Vouqis: catch silent MCP failures before your users do.
AI agents talk to tools through MCP servers, and those servers fail quietly. Malformed JSON-RPC envelopes, missing fields, broken schemas. The agent keeps going. The user gets garbage. Vouqis runs 10 deterministic protocol probes against any MCP server from the outside, no SDK install, and returns a reliability score you gate CI/CD on.
Honest status: no revenue, no launch. I am interviewing platform engineering teams who evaluate third-party MCP servers, testing whether this pain is worth paying for before writing more code.
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2026
Vouqis CLI & Gateway
TypeScript, oclif, MCP SDK, Next.js dashboard. Benchmarked against live public MCP servers, scoring surfaced real JSON-RPC envelope defects in production servers.
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2026
MCP Radar
Zero-dependency Node.js monitor scanning Hacker News, Reddit, and GitHub for MCP reliability discussions. One daily digest of reply opportunities and design-partner leads.
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2025
FirmRunner
AI ops SaaS for small US accounting firms. Built on Next.js, Supabase, and n8n. Killed after domain-expert feedback exposed a trust gap I was not positioned to close. The pivot became Vouqis.
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Earlier
Research & recognition
Research internship at BITS Pilani Hyderabad. National selection for Microsoft and SAP TechSaksham. Co-authored an applied IoT research paper.
Building something on MCP? I want to hear where it breaks.
Fastest response by email. I read every message.