Discover Awesome MCP Servers

Obsidian MCP Server - Enhanced

A Model Context Protocol server that provides comprehensive access to Obsidian vaults with Claude.ai remote integration, Tailscale support, and advanced query capabilities.

Code Firewall MCP

A security filter that blocks dangerous code patterns by comparing normalized structural syntax trees against a blacklist of known threats using vector embeddings. It acts as a gatekeeper to prevent malicious code execution by identifying dangerous structures regardless of specific identifiers or literals.

Naver Real Estate MCP

Enables automated collection of apartment listing data from Naver Real Estate using Playwright browser automation with passive network response capture. Provides MCP tools to search complexes, resolve property identifiers, and extract normalized listing information including duplicate properties.

Supabase MCP Server

Enables secure interaction with Supabase databases via the PostgREST API, supporting full CRUD operations and stored procedure calls. It utilizes the Dedalus MCP framework to provide encrypted credential handling and just-in-time token exchange.

Coding Agent MCP Server

Provides coding agent capabilities including file operations, terminal commands, search functionality, and utility operations.

api-test-mcp

api-test-mcp

Sitecore MCP Server

Enables AI assistants to interact with Sitecore CMS through GraphQL API, providing item operations, version control, navigation, and content management capabilities. Supports natural language commands and slash command menu interface for querying Sitecore items, templates, and hierarchies.

obsidian-mcp

Bridges Obsidian vaults with MCP-compatible AI tools, enabling read/write/search of notes, task management, and vault operations through 34 tools and prompt templates.

MCP Chat Support System

A comprehensive customer support platform featuring real-time messaging, knowledge base management, and a multi-tenant architecture with both React frontend and Node.js backend.

MCP Public APIs

An MCP server that indexes the public-apis catalogue, allowing LLMs to search and filter over 1,400 public APIs by category, authentication type, and technical requirements. It facilitates precise API discovery for developers by providing tools to query specific features like HTTPS support and CORS compatibility.

Amadeus MCP Server

Enables flight search capabilities through the Amadeus Flight Offers Search API, allowing users to search for flights between locations with specified dates using natural language queries.

DevLab MCP Suite

Modular testing and automation MCP servers for Android devices, desktop browsers, canvas games, and visual regression.

mcp-feedback-enhanced

MCP server that establishes feedback-oriented development workflows with dual Web UI and desktop application interfaces, enabling AI to confirm with users via prompts and real-time feedback to reduce speculative operations and improve efficiency.

Torify — Japanese Locale APIs for AI Agents

Torify gives AI agents the Japanese locale primitives that standard libraries lack — imperial era date conversion (wareki), qualified invoice number validation with NTA registry lookup, corporate number lookup (法人番号), postal code resolution, name romanization (Hepburn), and kanji-to-kana conversion via Yahoo! JLP. 31 endpoints total. No authentication required for MCP. Pay-per-call $0.02/call via

ASF Policy MCP

MCP server for answering questions about Apache Software Foundation policies, offering tools to list, retrieve, and search policy documents on releases, licensing, branding, security, infrastructure, and incubator topics.

tok_mcp

A specialized architecture design MCP server that enables AI-assisted developers to plan optimal system structures through interactive consultations. It generates structured ARCHITECTURE.md and .ai-context.yaml files to guide AI coding tools in building scalable and cost-effective infrastructure.

Tripura Board of Secondary Education MCP Server

An MCP server for interacting with the Tripura State Board of Secondary Education API, auto-generated using AG2's MCP builder to enable conversational access to education data.

Frankfurter MCP

Provides access to currency exchange rates and conversion tools using the Frankfurter API, including latest rates, historical data, and time series from sources like the European Central Bank.

chuk-mcp-stage

Orchestrates 3D scene creation, camera paths, and physics-driven animations, bridging physics simulations with video rendering by defining scene graphs, binding objects to physics bodies, and exporting to React Three Fiber or Remotion.

Moondream MCP Server

Provides AI-powered image analysis capabilities including captioning, visual question answering, object detection, and coordinate pointing for both local files and remote URLs through the Moondream vision language model.

MCP Server Starter

A minimal MCP server with calculator and memory store tools, ready to use with Claude Desktop and Claude Code.

Bright Security MCP

The new Bright MCP Server enables AI assistants to directly interact with Bright and manage security scans end-to-end. Using natural language prompts, AI can now analyze existing coverage, identify missing or hidden entrypoints, add them to the project, select the most relevant security tests based on the application’s technology, and start scans automatically.

mcp-gerrit-code-review

MCP Server providing AI agents with tooling for Gerrit code review workflows via stdio transport.

Doubao Image MCP Server

An MCP server that generates high-quality images through Volcano Engine's Doubao model, supporting bilingual prompts, multiple resolutions, and parameter controls like seed and guidance scale.

jail

Search across a billion+ documents including academic papers, books, code, legal cases, forums, and Wikipedia. Provides search and detail tools for various content types.

Perplexity MCP Server

Hỗ trợ khả năng tìm kiếm trên web bằng API của Perplexity, cho phép người dùng truy xuất kết quả tìm kiếm thông qua giao diện của Claude.

Uazapi WhatsApp MCP Server

Enables interaction with WhatsApp through the Uazapi API, allowing users to send text and media messages, manage contacts, and list conversations through natural language.

DARPEngine

Lưu trữ siêu dữ liệu cho các máy chủ MCP và cung cấp khả năng tìm kiếm thông minh, cho phép người dùng tìm các máy chủ MCP phù hợp với truy vấn của họ và định tuyến yêu cầu đến máy chủ phù hợp nhất.

uruguay-mcp

Enables AI agents to query Uruguay's open government data from multiple sources (national catalog, Central Bank, statistics institute, Montevideo city data and transport, and gub.uy service catalog) through a meta-discovery layer.

Google Workspace MCP Server

Comprehensive integration with Google Workspace services (Gmail, Calendar, Sheets, Docs, Drive) plus local storage for job tracking and a personal memory system for storing user preferences, behaviors, and goals.