Discover Awesome MCP Servers

Harmonic MCP Server

Provides access to Harmonic.ai's API for searching and retrieving detailed information about companies and professionals. Supports company searches by domain or query, people searches, saved search results, and employee listings with pagination.

Crypto API Fixer

Auto-repair middleware for crypto trading bots. Fixes API errors silently in <2ms.

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.

Hyperskill MCP Server

MCP 서버에서 Hyperskill 교육 콘텐츠를 검색하고 액세스합니다.

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

AI 모델이 HubSpot CRM 데이터 및 작업과 상호 작용할 수 있도록 표준화된 인터페이스를 제공하는 서버입니다. 다중 사용자 토큰 기반 인증을 지원하며, 연락처 및 회사 관리를 용이하게 합니다.

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 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.

Outline knowledge base MCP Server

MCP server for Outline knowledge base implemented on Rust as one statically linked executable file for Linux/MacOS/Windows.

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.

PingCode MCP Server

Enables AI assistants to query and manage PingCode project management data, including work items, releases, bugs, and requirements through natural language interactions.

SupaUI MCP

AI 에이전트가 자연어 상호 작용을 통해 UI 컴포넌트를 생성, 가져오기 및 관리할 수 있도록 하는 모델 컨텍스트 프로토콜 서버입니다.

MCP

LLM을 위한 개인 MCP 서버

Google Books MCP Server

Enables natural language book searches using the Google Books API to retrieve detailed metadata including titles, authors, publishers, and ISBNs. Supports both Japanese and English queries with configurable result counts.

Remote MCP Server on Cloudflare (Without Auth)

A template for deploying MCP servers to Cloudflare Workers without authentication. Enables quick deployment of custom MCP tools that can be accessed from Claude Desktop or the Cloudflare AI Playground via server-sent events.

nUR MCP Server

A Model Context Protocol server that enables natural language interactive control of Universal Robots collaborative robots, allowing users to control robot motion, monitor status, and execute programs through direct commands to large language models.

Competitive Intelligence & Daily Planning MCP

Enables AI-powered competitor monitoring and daily schedule optimization by integrating news data with calendar and task management tools like Google Calendar, Jira, and Asana. It allows users to automate intelligence gathering and generate structured daily plans based on strategic priorities.

ShippingRates

Ocean container shipping intelligence for AI agents — D\&D tariffs, freight rates, vessel schedules, port congestion, inland haulage across 6 major carriers. 24 MCP tools.

Universal Robot MCP Server

Enables AI assistants to control Universal Robots through real-time connection management, status monitoring, and precise joint/linear motion control. Provides safe robot operation with built-in collision detection and simulation mode for development without physical hardware.

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.

GDB MCP Server

Enables AI agents to debug embedded systems by providing a comprehensive interface for GDB operations across multiple architectures like ARM and x86. It supports remote debugging via gdbserver or QEMU, allowing for detailed inspection of memory, registers, stack frames, and variables.

MCP Calculate Server

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omni-video-mcp

An MCP server that transforms LLM-enabled IDEs into professional video editors by pre-processing footage into text proxies, generating motion graphics via HTML/CSS, and orchestrating complex FFmpeg renders.

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Neo4j Agent Memory MCP Server

Enables AI agents to store, retrieve, and connect information in a Neo4j graph database as persistent memory, with semantic relationships, natural language search, and temporal tracking across conversations.

MCP Healthcare Server

Provides real-time access to medical data including drug interactions, ICD-10 codes, FDA adverse event reports, and clinical guidelines. It enables LLMs to query databases like openFDA, PubMed, and CMS for pharmaceutical and clinical information.

Brasil API MCP

AI 어시스턴트를 브라질 공공 데이터 서비스에 연결하여 우편 번호, 회사 등록 정보, 은행 정보, 지역 번호, IBGE 데이터, 환율, 도메인 등록 상태에 대한 액세스를 제공하는 모델 컨텍스트 프로토콜 서버입니다.

YaparAI MCP Server

An all-in-one AI content creation platform with 30 tools for generating images, videos, music, and managing enterprise social media and CRM. Enables content generation, image editing, e-commerce features, and social media management directly from MCP-compatible AI assistants.