Idea Reality MCP Server
Pre-build reality check. Scans GitHub, HN, npm, PyPI, Product Hunt — returns 0-100 signal.
4,825 servers in this category
Pre-build reality check. Scans GitHub, HN, npm, PyPI, Product Hunt — returns 0-100 signal.
Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for complex and long-horizon agent workflows. KISS your over-eager AI Agents goodbye! Effective for: Coding, Ambiguous Tasks, High-Risk tasks
The markdown workspace your AI can read, search, and suggest edits in — every change signed.
Model Context Protocol (MCP) server for AI-assisted development of MDK applications.
Swirl Design System AI package with artifacts for AI agents
Generate AGENTS.md, AP2 compliance docs, checkout rules, debug playbook & MCP configs from any repo.
Bridge to multiple LLMs and CLI agents: councils, debates, voting, and more
Dependency graph + 15 MCP tools. TS, JS, Python, Go, Rust, C. Docs, health, dead code, temporal
Action1 MCP server — endpoint inventory, patch visibility, and policy automation via REST API.
An MCP server that provides CodeScene Code Health analysis tools.
MCP server that enables AI agents to perform comprehensive web audits using Google Lighthouse with 13+ tools for performance, accessibility, SEO, and security analysis.
The leading, most token-efficient MCP server for GitHub source code exploration via tree-sitter AST parsing
Code Quality Auditor: Analyze code for SOLID principles, DRY violations, and more
AI drives one persistent tmux-backed terminal over MCP; SSH and containers nest inside it.
Model Context Protocol for WinDBG
Structured failure knowledge for AI agents — dead ends, workarounds, error chains
Serve many stdio MCP servers from one container, for ChatGPT, Claude and other MCP clients
A MCP (Model Context Protocol) server that provides tools for controlling and interacting with Android devices using uiautomator2.
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.
MCP server for delegating tasks to specialized AI assistants in Cursor, Claude, and Gemini