"WhyLabs AI Observability Platform" matching MCP connectors:

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.

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.

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

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

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

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

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

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.

Exact text tools for AI agents: unified diff, patch apply, regex testing, grapheme counting.

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

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

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.

Governance copilot for AI-assisted coding. 72 packs, 532 rules, proof bundles.

Real-time Python package and vulnerability data for AI coding agents.

The OpenZeppelin Cairo Contracts MCP server generates secure smart contracts in the Cairo language for Starknet environments based on OpenZeppelin templates. It brings OpenZeppelin's proven security and style rules directly into AI-driven development workflows to create safe, production-ready contracts. Key capabilities include providing templates for ERC-20, ERC-721, ERC-1155, Multisig, Governor, and Vesting contracts.