"NextBillion.ai" matching MCP connectors:

AI product expert answering from live source code, with sources and a verification status.

Verificate MCPA

ai.verificate

Agentic code review, no signup to try: reality gates + frontier-model review, with veto.

Proves AI-generated Python does what you asked: lint, types, security, sandbox run, exact fixes.

Zero-install security baseline for AI coding agents — OWASP/CWE-cited rules over MCP.

Design review for UI code: 291 rules, scored 0-100 with fixes and git-applyable patches.

Rams is a design reviewer for UI code. The MCP server puts the hosted engine inside a coding agent: the agent passes files to the review_files tool and gets back a 0–100 score with file:line issues and concrete fixes — accessibility, color, typography, spacing, components, UX, motion, craft, and native SwiftUI. Same engine and scoring as the Rams GitHub App. 258 rules, published at rams.ai/rules. Free tier: 30 reviews/month.

xmp4 — Semantic code knowledge for your stackA

ai.example4

OSS libs in your stack, really used: source, tests, callers. C#, Java, TS, Python, Rust, PHP+.

sixta-connectAOAuth

ai.sixta

DBRE-grade SQL analysis inside any MCP client. No connection. No install. Paste a query.

council-ai

io.github.omarkeshk

Multi-LLM council: 25+ frontier models in parallel, consensus scoring, verdict-first code review.

Read-only access to your CodeMouse accounts, repositories, and AI pull-request reviews.

mistaike.aiOAuth

io.github.mistaike-ai

295k+ bug-fix patterns with MCP Hub proxy, PII filtering, and code search

coderegistryA

io.github.hellosg

Enterprise code intelligence for M&A, security audits, and tech debt. Hosted server with 200k free.

Project memory for coding agents: requirements, decisions, code graph and delivery telemetry.

Norma by Quality CloudsOAuth

ai.qualityclouds

Deterministic AI code review, with an audit record. Governance inside the agent loop.

Independent security review for AI-built apps. Watch a GitHub repo. Never a patch.

UXSense Drift

io.github.andrewdraper

Behavioral drift context (Behavioral Load Map, hot paths, release brief) for coding agents, per PR.

ByteRay AIAOAuth

ai.byteray

Hunt zero-days by talking to binaries. 40+ tools. Hosted, OAuth + SSO, invite: hi@byteray.ai

SpiderbrainOAuth

ai.spiderbrain

Deterministic context layer for your codebase: change impact, blast radius, answers with receipts.

MEOK AGENTS.md Linter MCP — validates the cross-vendor coding-agent spec (Cursor / Claude Code /

Software component catalog: search your org's services, docs, APIs, dependencies, and ownership.