AI-coding validation gates: reality checks with veto plus ISO/IEC 25010 review, before code ships.
AI Verificate MCP Server (ai.verificate/mcp)
The AI Verificate MCP server (“AI-coding validation gates: reality checks with veto plus ISO/IEC 25010 review, before code ships”) provides a mechanism to perform validation and quality review on code before it is released, combining reality-checking with the ability to veto outcomes and an ISO/IEC 25010 evaluation step.
🛠️ Key Features
Reality checks with veto capability
ISO/IEC 25010 review before code shipping
🚀 Use Cases
Gating AI-coding outputs prior to release
Performing ISO/IEC 25010-oriented quality review as a pre-ship step
⚡ Developer Benefits
Adds validation gates to reduce the chance of shipping unverified code
Includes ISO/IEC 25010 review as part of the pre-release workflow
⚠️ Limitations
Source data provided does not list specific tools, configuration options, or supported protocols beyond the server’s described purpose
Deterministic quality gates for AI-generated code, as an MCP server. Works with Claude Code, Cursor, Windsurf, and any MCP client.
Your coding assistant writes a mock and calls it done. It invents an SDK call that doesn't exist. It ships an N+1 loop that passes every test and dies under load. Verificate MCP runs the deep review pass on every AI output — deterministic reality gates first (any one can veto), then an enterprise-grade review scores what survives — before the code reaches your codebase.
Gate any model output: deterministic reality gates (mock/placeholder veto, gaming & bypass detection, integrity monitoring), then ISO/IEC 25010-grade review of performance, scalability, reliability and tech debt.
analyze_code
Deep code analysis on demand — hot paths, rate-limit math, failure modes, hallucinated APIs.
validate_plan
Score an AI plan for feasibility and grounding before work begins.
generate_code
Generate code that is checked against your constraints before it is returned.
A real rejection (verbatim)
12 plausible lines of AI-written payment code were sent through the production gateway. Verdict: REJECTED — score 30.8/100, vetoed by code_reality_gate, with findings including:
"N+1 synchronous API calls … For 100 items, this results in 100 sequential HTTP roundtrips, taking ~10–20 seconds and blocking the event loop/worker thread … will trigger Stripe rate limiting (100 req/sec limit).""stripe.Inventory is not a valid Stripe SDK resource.""Floating-point representation issues lead to rounding errors in financial transactions; Stripe API requires integer cents."
Each of those is an afternoon of production debugging, caught in seconds.
Cursor: add to ~/.cursor/mcp.json. Windsurf: add to ~/.codeium/windsurf/mcp_config.json.
Suggested workflow
Ask your agent to validate before it finishes:
"Before you consider this task done, run the diff through validate_ai_output and fix anything it vetoes."
Or wire it into CI as a merge gate — see examples/.
Pricing
30-day free trial, then USD $30/month (launch offer: 50% off for 3 months). Volume and academic pricing: info@verificate.ai.
About
Built by Verificate Pty Ltd (Sydney, Australia) — an IBM Business Partner. Verificate builds sovereign AI infrastructure: the HELIX inference engine (calibrated confidence scores on every answer), the deterministic Decision Transformer, and this MCP validation server. This repository contains client configuration and examples only.