Discover Awesome MCP Servers

cloudradial-mcp

Exposes the CloudRadial REST API (client portal / PSA-adjacent MSP platform) as MCP tools, enabling operations on companies, articles, feedback, archives, flexible assets, and more via 34 tools with HTTP Basic Auth.

eu-ai-act-mcp

An MCP server providing structured intelligence about the EU AI Act, including risk classification, deadline tracking, obligations, penalties, and article lookups.

viam-community-mcp

An unofficial MCP server for inspecting and diagnosing Viam robotics fleets. It is currently in early development and not yet functional.

Wanyi Watermark Remover

Extracts watermark-free videos and images from Douyin (TikTok) and Xiaohongshu (RedNote) share links, with optional AI-powered video transcription support.

GitLab Deployment MCP

Enables querying GitLab projects, pipelines, and jobs, and triggering manual deployment jobs after user confirmation, with secure token handling and scope restrictions.

Publer MCP Server

Wraps the Publer social media scheduling API to let you manage posts from Claude, OpenAI Codex CLI, and Gemini CLI.

mcp-server-icon

A Model Context Protocol server for searching and fetching icons from iconfont.cn.

claude-memory

Provides memory and project tracking for Claude Code via MCP, enabling semantic search over past transcripts, durable notes, and structured project management with milestones, epics, tickets, and todos.

XP-MCP

XP-MCP provides 40+ specialized AI agents trained on real API documentation, enabling AI assistants to accurately interact with APIs like Binance, Polymarket, and Stripe without hallucination.

API Request MCP Server

Enables automatic HTTP requests (GET, POST, PUT, DELETE, etc.) with JSON validation and proxy support. Supports custom headers, request bodies, and environment variable configuration for seamless API integration.

cdp-tools-mcp

Enables AI agents to debug code and automate browsers using Chrome DevTools Protocol, supporting breakpoints, variable inspection, and replayable interaction recording.

mcp-check-links

Analyzes websites for broken links, missing meta tags, and redirect chains, returning a health score and actionable suggestions.

santa-mcp

산타를 위한 PoC MCP 서버

Watson Discovery MCP Server

Enables AI assistants to interact with Watson Discovery, listing projects and collections, and executing natural language queries.

craftsman-map

Compiles codebases into a layered knowledge graph, providing an MCP server with 16 tools for AI to navigate, understand, and analyze code before making changes.

JSON Logs MCP Server

JSON Logs MCP Server

Hindsight

Env-conditioned stack-trace retrieval for agent debugging over MCP, enabling search for known fixes, contribution of new solutions, and feedback-driven ranking.

Python MCP Server Template

A template repository for creating custom Model Context Protocol (MCP) servers in Python that can be integrated with applications like Claude Desktop or Cursor.

tempmd-mcp

Enables publishing and updating web artifacts (HTML, Markdown, CSV, Mermaid) to get stable public URLs that update in place; supports lifecycle management like expiry and restoration.

masabbs-mcp

MCP server enabling LLMs to retrieve thread-centered discussion context and manage organization design through masabbs REST API.

opencode-eyes-nvidia

MCP server that gives non-multimodal models 'eyes' by describing images via NVIDIA NIM's MiniMax-M3 model, with tools to describe images and list available vision models. It supports multiple NVIDIA API keys with automatic failover and rotation.

ida-domain-mcp

Headless MCP server for IDA Pro enabling on-demand database loading and programmatic reverse engineering workflows via MCP tools.

inked

inked

yungle-mcp

Enables reading transfer metadata from Yungle via an AI assistant, supporting read-only access to transfers without send, delete, or invite capabilities.

Quant Desk TradingView MCP

Analyzes the instrument currently open on your TradingView chart using 311 published quantitative models and free market data, returning a confidence-scored verdict with position sizing. Supports universe scanning and verified Pine Script export.

Model Context Protocol (MCP) Tips and Best Practices

모델 컨텍스트 프로토콜(MCP) 서버 작업에 대한 팁과 모범 사례 모음

MCP SQLite RBAC Demo

A secure MCP server that exposes a SQLite database to AI agents with Role-Based Access Control, supporting authentication, customer/order/user management, and audit logging.

claude-mcp-tunnel

MCP server that detects project frameworks (25+), starts dev servers, and creates public Cloudflare tunnels from a single tool call. Text Claude via Dispatch "start my project and give me a link" and get back an HTTPS URL you can open on your phone. Supports full-stack projects, auto-installs dependencies, and also works as a standalone CLI.

ContextTree MCP

Enables AI coding assistants to perform local semantic code search using AST parsing and embeddings, finding code by meaning with exact file and line locations, plus AST-based usage lookup.

mcp-yandex-dostavka

MCP server for Yandex Delivery B2B API, enabling natural language interaction to calculate delivery costs, create and manage express and platform delivery orders, track couriers, and handle pickup points.