Discover Awesome MCP Servers

WebSearch MCP Server

A server that enables web searches using different providers (currently Bing) and converts URL content to Markdown, with support for retrieving WeChat official account articles.

Nuxt MCP

Một máy chủ giúp các mô hình AI hiểu rõ hơn về các ứng dụng Vite/Nuxt, cung cấp khả năng nhận biết ngữ cảnh nâng cao để hỗ trợ phát triển.

mcp-for-apache-ofbiz

A proof of concept MCP server for Apache OFBiz

LocalDB MCP Server

Enables AI assistants to query and interact with Microsoft SQL Server LocalDB databases, supporting operations like listing databases, querying tables, executing SQL statements, and viewing stored procedures.

Synergy/DE MCP Server

A read-only server that exposes Synergy/DE documentation as tools and resources for searching, retrieving, and browsing topics. It features full-text search, version support, and optimized content chunking for seamless integration with LLMs and MCP clients.

CodeGraph

CodeGraph — Open-source code intelligence MCP server. Builds a semantic graph of your codebase (functions, classes, imports, call chains) and exposes it through 31 tools. Callers, callees, impact analysis, complexity metrics, unused code detection, AI context assembly, persistent memory, cross-project search. 15 languages via tree-sitter. Single Rust binary, local-first.

todoist-mcp

A Python-based MCP server for Todoist that enables comprehensive task management, including reading, creating, and updating tasks, projects, and comments. It features a specialized rescheduling tool designed to safely preserve reminders and recurring patterns during date changes.

Brain MCP Server

Enables interaction with Brain service for thought management, including saving thoughts with metadata, quick capture with auto-classification, searching, and retrieving entries through natural language.

Ask MCP

Provides access to multiple AI models (Grok, Gemini 2.5 Pro, Kimi, Qwen3 Coder, GLM-4.5) through OpenRouter, enabling users to query different specialized models for reasoning, coding, translation, and general tasks with automatic fallback to free variants.

MCP DeepInfra AI Tools Server

Provides various AI capabilities through DeepInfra's OpenAI-compatible API including image generation, text processing, embeddings, speech recognition, object detection, and classification tasks. Enables users to access multiple AI models for diverse tasks like generating images from prompts, transcribing audio, analyzing text sentiment, and performing computer vision operations.

n8n MCP Server

Enables full workflow automation management in n8n through 40+ tools covering workflows, executions, credentials, tags, variables, projects, users, and source control operations.

LlamaCloud MCP Server

Một máy chủ MCP cục bộ tích hợp với Claude Desktop, cho phép các khả năng RAG để cung cấp cho Claude thông tin riêng tư cập nhật từ các chỉ mục LlamaCloud tùy chỉnh.

Atlassian MCP

Plugin Mã nguồn Quản lý cho Cursor IDE cung cấp tích hợp với các sản phẩm của Atlassian (JIRA, Confluence, BitBucket), cho phép các nhà phát triển tìm kiếm công việc, tạo vấn đề mới, xem tài liệu và quản lý kho lưu trữ mã trực tiếp từ IDE.

Ensembl MCP Server

A Model Context Protocol server providing LLMs with access to the Ensembl genomics database, enabling AI assistants to query gene information, sequences, variants, and other genomic data across multiple species.

Claude File Management Server

Enables Claude AI to perform comprehensive file operations including reading, writing, notes management, PDF processing, and image handling with thread-safe operations. Provides a complete file management system with enhanced features like document processing and automatic directory creation.

Scrapy MCP Server

A powerful web scraping MCP server built on Scrapy and FastMCP that supports multiple scraping methods (HTTP, Scrapy, browser automation), anti-detection techniques, form handling, and concurrent crawling. Designed for commercial environments with enterprise-grade features like intelligent retry mechanisms, performance monitoring, and configurable data extraction.

File System MCP Server

Provides secure file read and write operations within a sandboxed directory, allowing AI assistants to safely create, modify, and access files without risk of accessing the broader file system.

Viterbit MCP Server

Enables interaction with Viterbit recruitment API for managing candidates, jobs, and applications. Supports searching, updating candidate data, handling job applications, and advanced filtering with subscription and activity status tracking.

IDS MCP Server

Enables AI agents to create, validate, and manage buildingSMART IDS (Information Delivery Specification) files with 100% compliance to the IDS 1.0 standard using IfcOpenShell's IfcTester library.

YouTube MCP Server

Một máy chủ cho phép tương tác với dữ liệu YouTube thông qua Giao thức Ngữ cảnh Mô hình (Model Context Protocol), cho phép người dùng tìm kiếm video, truy xuất thông tin chi tiết về video/kênh và lấy bình luận.

MCPHy

Transform REST APIs into intelligent, chat-driven MCP servers with zero code changes. Simply point it at your Swagger/OpenAPI specification to get natural language querying capabilities powered by AI.

Jira MCP Server

Enables AI assistants to interact with Jira Cloud by managing issues, comments, custom fields, and sprint tasks through a standardized interface. Supports issue creation, updates, team activity tracking, and progress reporting.

MCP Web Docs

A self-hosted MCP server that crawls, indexes, and searches documentation from any website locally, including private sites requiring authentication. It provides hybrid search capabilities and local embedding generation to maintain privacy while keeping AI assistant knowledge up to date.

Multi-Agent Communication Platform (MCP)

Enables multiple Claude Code instances to collaborate in real-time through channels, allowing AI agents to work together on projects without requiring local setup beyond Docker.

Storacha MCP Storage Server

Cho phép các ứng dụng AI tương tác với bộ nhớ phi tập trung thông qua giao diện Giao thức Bối cảnh Mô hình (Model Context Protocol) được tiêu chuẩn hóa, cho phép tải lên, truy xuất tệp và quản lý danh tính.

Delve MCP

Một máy chủ MCP dựa trên TypeScript cung cấp một giao diện hoàn chỉnh cho trình gỡ lỗi Delve cho các chương trình Go, cho phép gỡ lỗi, theo dõi và phân tích mã Go thông qua các lệnh bằng ngôn ngữ tự nhiên.

UUID MCP Provider

A simple Model Context Protocol server that provides timestamp-based UUID v7 identifiers when called by an LLM, offering chronologically sortable unique IDs with no input parameters needed.

Karma MCP Server

Enables Claude to interact with Karma Alert dashboard to monitor and analyze Kubernetes alerts. Provides tools to check alert status, filter by cluster/severity, get detailed alert information, and analyze alert statistics and trends.