"Automating GitLab Merge Request Feedback with Line-Specific Comments" matching MCP connectors:

Search, preview, install community Codex pet packs, and discover the pet request flow.

Visual website feedback your coding agent applies: pin change requests on the live site over MCP.

Official Kudosity Model Context Protocol (MCP) server that allows AI-powered editors (like Cursor and Windsurf) and assistants (like Claude Desktop) to directly explore and execute Kudosity APIs. With MCP, your AI can search API specs, generate code snippets, and run live requests; all without leaving your development environment.

AI infrastructure design agent. Describe your app in plain English; Riley designs, prices, and deploys AWS or GCP infrastructure with generated Terraform.

Official MCP server providing AI assistants with direct access to Stimulsoft Reports & Dashboards developer documentation. Enables semantic search across FAQ, Programming Manual, Server Manual, User Manual, and Server/Cloud API references across all Stimulsoft platforms (.NET, WPF, Avalonia, WEB, Blazor, Angular, React, JS, PHP, Java, Python).

Search the official MCP registry: 17,000+ servers with trust grades, stars, tools, install config.

SaaS intelligence for AI agents. 5 unified tools cover 1,000+ services with 91-96% token savings.

Instant no-signup webhook & HTTP-request inspector for testing webhooks and agent tool-callbacks.

Multilingual semantic SVG icon search with previews for AI coding agents. 20,000+ icons.

Give AI coding agents access to your Vynix visual feedback, bug reports, and AI diagnosis.

Educational MCP server with 17 math/stats tools, visualizations, and persistent workspace

Discover and call pay-per-request (x402) APIs, ranked by reliability, latency and price.

Static MCP manifest and tool-policy security preflight with signed input-redacted receipts

Build a landing page from a short brief in your IDE chat and deploy it to Layero — 5 design systems × 6 structures, form submissions wired to Telegram or Google Sheets. Servers and CDN inside Russia, so pages load fast for Russian users without a VPN. Works in Claude Code, Cursor and Codex. Not to be confused with Layer0 / Edgio, or with layero.com — unrelated products.

Ground your AI with deterministic mechanical engineering tools. Prevent hallucinations in dynamics, thermal fluids, and solid mechanics via strict validation.

Human feedback for AI agents: share HTML, get a live review link, read anchored notes as markdown.

Grade MCP servers A to F with the open behavioral litmus. npm: full toolset; hosted: lookups only.

Describe what's going wrong with your AI; get the named technique both of you can read. No auth.

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.

Hash passwords with bcrypt and issue/verify JWT session tokens over A2A + MCP.