"Interacting with AI models like OpenAI or Google models" matching MCP connectors:

Hosted, OAuth-gated endpoint for quantakrypto's post-quantum crypto tools: scan code for quantum-vulnerable cryptography (RSA/ECDH/ECDSA/DH) and get NIST ML-KEM/ML-DSA/SLH-DSA migration guidance over authenticated HTTP — nothing to install. Sign-in required (Google/GitHub/email). Same tools as the open-source @quantakrypto/mcp server; source at github.com/quantakrypto/pqc-tools.

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

Check that your AI is being logical. Free tool that mathematically catches contradictions in agent reasoning. No account needed. Also offers paid guardrails that converts natural language to formal verification proofs, that anyone can check succinctly.

The official Svelte MCP server providing docs and autofixing tools for Svelte development

Read-only AI coding tools for change verification, release readiness, capacity, and guidance.

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.

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

Design review for UI code: 258 rules across 9 categories, scored 0-100 with concrete fixes.

Package intelligence for AI agents across npm, PyPI, crates.io and deps.dev. No API keys.

Pre-flight check for AI coding agents: hallucinated packages + hardcoded secrets. Free, no account.

Runs your code against a contract; returns HELD or BROKE at the exact input. Deterministic.

AI-native git hosting — repos, PRs, issues, CI gates, and AI code review over MCP (60 tools).

Multi-model code review: a panel of models + detectors return a pass/fail verdict. Paid via x402.

An MCP server that gives your AI access to the source code and docs of all public github repos

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

MCP server for YAML: validate & lint, convert between 10 formats, visualize as diagrams, and create/edit your saved diagrams — from your AI editor.

MCP gateway with 10 tools for code analysis, architecture, package audit & security.

Stop your AI agents from writing sloppy TypeScript. A toolkit that teaches coding agents like Claude Code, Codex, Cursor, Amp, and more to ship production-ready code in half the time, at half the cost. Docs are available at https://convention.sh/docs

MCP server providing Pine Script v6 documentation. Enables AI to: Look up Pine Script functions and validate syntax Access official documentation for indicators, strategies, and visuals Understand Pine Script concepts (execution model, repainting, etc.) Generate correct v6 code with proper function references

Pre-commit code quality guardian. Detects semantic drift in AI-generated code.