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Greet people, perform quick calculations, and generate images from text prompts. Retrieve basic environment specs. Customize it as a simple starting point for your workflows.

World Growing MCP Directory for Developers and AI Enthusiast to explore and latest and finest MCP servers on the web.

Gamified discovery commerce feed generator and cross-border freight tracker (Wish style)

Search Singapore property rental and sale listings with flexible filters.

Provides various developer utilities such as UUID generation, timestamp conversion, Base64 encoding, color conversion, password generation, hash generation, and JSON formatting via MCP.

Grigori is a semantic code search MCP server that enables AI assistants to search through codebases using natural language queries and semantic similarity rather than just text matching. Built in C# with ONNX Runtime for local embedding generation, it indexes code files across multiple programming languages and provides both CLI and containerized deployment options. The server uses the all-MiniLM-L6-v2 model for embeddings and supports multiple transport modes including stdio and HTTP.

MCP server for Google Ads, Meta Ads, GA4, TikTok Ads, and LinkedIn Ads. Manage 300+ ad operations from Claude, ChatGPT, Gemini, Cursor, or any AI client. Human-in-the-loop on every write.

A2A Client MCP Server provides a bridge between LLMs and Agent-to-Agent (A2A) protocol-compatible agents, enabling AI assistants to interact with external agents through a standardized interface. This TypeScript implementation offers tools for sending tasks, receiving responses, managing task states, and querying agent capabilities, with support for both synchronous and streaming interactions. The server exposes the connected agent's functionality through MCP tools and resources, making it particularly useful for scenarios where LLMs need to delegate complex tasks to specialized agents without requiring users to implement the A2A protocol directly.

A deployable Model Context Protocol server that runs on Cloudflare Workers without requiring authentication, allowing users to create custom AI tools and connect them to clients like Claude Desktop and Cloudflare AI Playground.

Access LeetCode problems, user information, and contest data seamlessly. Enhance your AI assistants with fast and efficient queries to LeetCode's extensive resources. Utilize both CLI and programmable API for flexible integration.

MCP tools for AI agents: tech stack detection, company enrichment, sitemap monitoring, URL indexability, EU fuel prices. Pay per result.

Enables AI assistants to manage digital signage infrastructure through the Revel Digital REST API, allowing natural language control of devices, content, playlists, and system monitoring.

Provides web search and code execution capabilities using OpenAI models, with optional code interpreter and conversation continuity via response IDs.

MCP-K8s-Lens provides a bridge between Claude and the Kubernetes Lens desktop application, enabling AI assistants to interact with and analyze Kubernetes clusters through automated UI interactions. Built by Hung-Han Chen, this implementation uses Playwright to control the Lens Desktop application, offering tools for taking screenshots of the interface and capturing console logs with filtering capabilities. The server runs on stdio transport for seamless integration with Claude Desktop, making it particularly valuable for DevOps engineers who need AI assistance with Kubernetes cluster management without leaving their conversation interface.

An MCP server that exposes Python debugging tools backed by debugpy, providing a focused debugging surface for local scripts.

Ocean freight spot rate & FBX container shipping trend: should I book ocean freight now?

Automatic conversation summaries with entity extraction and relationship mapping.

Multi-agent desktop creative workflow scheduler & batch asset exporter (Omniwork style)

Quick system test to verify OpenClaw environment.

Launch automated multi-skill pipeline that chains skills into a loop.