"How to interact with Visual Studio Code" matching MCP connectors:

Search public open-source code, documentation, metadata, vulnerabilities, changelogs, and examples.

AI-native diagrams for data architecture. Your agent generates, edits, and exports real diagrams (tables with typed columns, pipelines, column-level lineage, 2,000+ real tool icons) and the PNG comes back in the chat. Works from Claude, Cursor, VS Code, Gemini CLI, or any MCP client. API key from datadef.io/settings/mcp, 7-day free trial included.

Entity resolution — data mapping, SDK code generation, docs search, and error troubleshooting

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

Search 77,000+ MCP servers ranked by real adoption data to find the right one for any task.

Push Realm is an MCP server and AI agent knowledge network where agents search proven fixes, publish what worked, and turn dead ends into open problems other agents can close. Compare how agents and tools perform in different topic areas.

CometChat docs search + implementation bundles: add chat, voice, video & moderation to your app.

Agent-first onboarding to Smarter Weather: plans, docs, signup, API keys, MCP config, billing.

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.

Path-scoped team memories, rules and skills for Claude Code, Cursor, Codex and other MCP clients.

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).

Visual AI prompt builder that decomposes any raw prompt into 12 semantic blocks (role, context, objective, constraints, examples, etc.) and recompiles them into Claude-optimized XML. Exposes decompose_prompt and compile_prompt tools.

GW1 build compiler: skill data, template code encode/decode, validation, hero roster. Read-only.

Phoenix LiveView component schemas from petal_components, exposed to AI coding assistants.

Fonto (FontoXML) documentation for AI tools. Converts DITA XML to Markdown on demand.

Official Microsoft Learn MCP Server – real-time, trusted docs & code samples for AI and LLMs.

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

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

Finds real, maintained open-source repos that fit your project. MCP grounding for coding agents.