Discover Awesome MCP Servers

iconfont-mcp

Enables searching, downloading, and managing SVG icons from iconfont.cn, China's largest icon library. It supports filtering by style, downloading assets to local files, and listing user projects with authentication.

MCP 길잡이 (mcp-giljabi)

Helps users discover and install MCP servers from PlayMCP using hybrid search (keyword matching + semantic search) based on their requests, and provides installation guidance.

bio-mcp-evo2

An MCP server that enables AI assistants to generate, score, and analyze DNA sequences using the evo2 genomic foundation model. It supports multiple execution modes including local GPU, SLURM clusters, and the Nvidia NIM cloud API for tasks like variant effect prediction and sequence embedding.

MCP Obsidian

Một triển khai máy chủ cho phép các trợ lý AI đọc, tạo và thao tác các ghi chú trong kho lưu trữ Obsidian thông qua Giao thức Ngữ cảnh Mô hình (Model Context Protocol).

MCP Server Airflow Token

A Model Context Protocol server that wraps Apache Airflow's REST API with Bearer token authentication support, enabling AI assistants to interact with Airflow deployments including Astronomer Cloud.

ViralTransformer MCP Server

A high-performance MCP server designed for content creators. It automates the workflow of scraping web articles and transforming them into viral social media posts using specialized, context-aware prompt templates.

Hyperskill MCP Server

Máy chủ MCP để tìm kiếm và truy cập nội dung giáo dục Hyperskill

Swagger MCP (Multi-API Edition)

Enables AI to interact with multiple Swagger/OpenAPI specifications by listing endpoints, exploring models, and generating TypeScript code. It centralizes the management of various APIs through a configuration file, allowing for seamless integration of documentation into AI workflows.

HubSpot MCP Server

Một máy chủ cho phép các mô hình AI tương tác với dữ liệu và các hoạt động của HubSpot CRM thông qua một giao diện tiêu chuẩn, hỗ trợ quản lý liên hệ và công ty với xác thực đa người dùng dựa trên mã thông báo.

FHIR MCP Server

Provides seamless integration with FHIR APIs, enabling AI/LLM tools to search, retrieve, and analyze clinical healthcare data with support for SMART-on-FHIR authentication and multiple transport protocols.

MCP ts-morph Refactoring Tools

Provides TypeScript and JavaScript code refactoring operations using ts-morph, allowing AST-based symbol renaming, file/folder renaming, reference searching, and path alias removal when integrated with editor extensions like Cursor.

MCP WorkBoard CrunchTools

A secure Model Context Protocol server for interacting with the WorkBoard OKR and strategy execution platform. It enables users to manage user profiles and track goal progress through a standardized, containerized interface.

LeadsClean MCP Server

Sales Intelligence · B2B Lead Extraction An MCP (Model Context Protocol) server that gives AI agents structured B2B lead intelligence extracted directly from company websites. Point it at any URL and get back a clean JSON object — company summary, buying signals, inferred needs, and personalised icebreaker lines — ready to drop into your outreach pipeline. Built for agent pipelines. Works with Cl

Microsoft 365 MCP Server

An MCP server that enables running CLI for Microsoft 365 commands through GitHub Copilot Agent, allowing users to interact with Microsoft 365 services using natural language.

MCP Memory

MCP server that gives MCP clients (like Cursor, Claude, Windsurf) the ability to remember user information across conversations using vector search technology.

CompanyScope

Delivers comprehensive company intelligence in a single tool call, aggregating profiles, tech stacks, key people, news, and corporate data from any domain or company name. Sources data from Wikipedia, GitHub, OpenCorporates, and web scraping to provide structured business insights using only free public APIs.

YugabyteDB MCP Server

An MCP server implementation that allows Large Language Models to directly interact with YugabyteDB databases, supporting table listing and read-only SQL queries.

Trae-OpenSpec MCP

An MCP server for Trae AI that enables automated creation and management of OpenSpec-compliant projects through natural language descriptions. It features tools for generating specification files, optimizing existing code based on specs, and deploying project templates without command-line intervention.

AWS Knowledge Base Retrieval MCP Server

Một máy chủ MCP cho phép người dùng truy xuất thông tin từ Cơ sở tri thức AWS bằng cách sử dụng RAG (Tạo sinh tăng cường truy xuất) thông qua Bedrock Agent Runtime.

MCP Calculate Server

Gương của

ue-codegraph-mcp

An MCP server for indexing and querying Unreal Engine C++ codebases using a local SQLite database. It enables users to analyze call graphs, class structures, and Blueprint-exposed symbols through tools integrated with Claude Code.

Recraft AI MCP Server

An MCP server that integrates with Recraft AI to enable generation and manipulation of high-quality raster and vector images through tools like image generation, editing, vectorization, background removal, and upscaling.

MCP-PST-Server

Enables AI-assisted penetration testing by connecting MCP clients to a Windows API server for executing penetration testing tools like nmap, ffuf, nuclei, and other security tools. Allows AI agents to perform automated security assessments, solve CTF challenges, and assist with ethical hacking tasks through natural language commands.

ZAI MCP Server

Provides web search, content extraction, and AI summarization capabilities using the GLM-4.7-Flash model. It enables users to perform web searches, fetch website data, and generate concise content summaries through integrated tools.

Semantic Scholar MCP Server

A comprehensive Model Context Protocol server that provides AI assistants with direct access to Semantic Scholar's academic database, enabling advanced paper discovery, citation analysis, author research, and AI-powered recommendations.

MCP Headless Gmail Server

Enables reading and sending Gmail messages in headless/remote environments without local credential storage, using OAuth tokens passed directly in API calls for containerized deployments.

Atlassian Bitbucket MCP Server

Máy chủ Atlassian Bitbucket MCP cho máy chủ Bitbucket tự lưu trữ.

blackmount-nlp-mcp

NLP without the bloat — 45 tools for sentiment, keywords, readability, summarization. Zero heavy dependencies. 42KB wheel.

Weather MCP Server for Intercom

Integrates weather tools with Intercom, providing real-time weather alerts, forecasts, and personalized customer greetings using National Weather Service API data.

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