Discover Awesome MCP Servers

MCP Character Tools

Provides 14+ character-level text analysis tools that give LLMs the ability to accurately count letters, analyze individual characters, and work with text at the character level—overcoming tokenization limitations.

Memory Bank MCP Server

MCP protocol server for managing multi-project Markdown documents, supporting project isolation and LLM tool integration.

Weather MCP Server

Demonstrates creating and connecting an MCP weather server using FastMCP, with support for integration with Claude Desktop, Cursor, and local LLMs to query weather alerts and information.

Sybase IQ MCP Server by CData

Sybase IQ MCP Server by CData

Spryker Package Search Tool

An MCP server that enables natural language search capabilities for Spryker packages and code across GitHub repositories, allowing users to find Spryker modules and documentation using conversational queries.

Browser Use MCP Server

A FastMCP server that enables browser automation through natural language commands, allowing Language Models to browse the web, fill out forms, click buttons, and perform other web-based tasks via a simple API.

MCP Tools Project

Python 기반 MCP 도구 세트 (테스트용 Echo 서버 포함) 및 AI 기반 웹 상호 작용을 위한 browser-use 및 LangChain을 사용하는 브라우저 자동화 서버

OpenAPI MCP Server

Exposes OpenAPI specifications as MCP tools, enabling AI assistants to explore and understand API structures, endpoints, schemas, and documentation through semantic queries.

MCP Sentiment Analysis Server

This server implements the Model Context Protocol to provide sentiment analysis of text, returning polarity, subjectivity, and overall assessment (positive, negative, or neutral).

Mix Server

이것은 로컬 현재 시각을 얻기 위한 세계에서 가장 간단한 MCP 서버입니다.

DuckDuckGo MCP Server

Enables web searches through DuckDuckGo with customizable parameters like region, safe search, and time limits. Provides structured search results, recent search resources, and research planning prompts for comprehensive information gathering.

FastGPT Knowledge Base MCP

Intelligent knowledge base management tool that enables searching, browsing, and analyzing documents across multiple datasets with smart document analysis capabilities.

ArXiv-MCP

A Model Context Protocol server that enables AI agents to search, retrieve, and analyze academic papers from arXiv, supporting features like keyword search, paper details retrieval, content extraction, and paper analysis.

Draw.io Diagram Server

Generates professional Draw.io compatible diagrams (flowcharts, sequence diagrams, network diagrams, and custom diagrams) from natural language prompts, outputting XML files that can be opened directly in Draw.io.

🛠️ MCP Server with C# + Firebird

MCP 서버 (MCP Server) C# + Firebird

Titanmind WhatsApp MCP

A WhatsApp marketing and messaging service that handles both free-form messages (within 24-hour window) and template workflows for bulk messaging, supporting conversation management and template creation/registration.

Dart

AI 어시스턴트가 프롬프트와 도구를 통해 작업 및 문서를 생성/관리하여 Dart 프로젝트 관리를 가능하게 하는 공식 AI 모델 컨텍스트 프로토콜 서버입니다.

Odoo MCP Server

Enables LLMs to interact with Odoo ERP systems through MCP protocol. Supports multi-server architecture with secure authentication, allowing natural language access to Odoo data, resources, and business operations.

Linear MCP Server

Provides tools to interact with the Linear API, allowing users to fetch tasks, task details, teams, and users from their Linear workspace.

ClickUp MCP Integration

A Model Context Protocol server that enables Large Language Models to interact with ClickUp workspace tasks and data, allowing creation and retrieval of tasks through natural language.

dex-metrics-mcp

An MCP server that tracks trading volume metrics segmented by DEX, blockchain, aggregator, frontend, and Telegram bot.

Jewei MSSQL MCP Server

A FastMCP-based server that enables executing Microsoft SQL Server data queries and table structure queries through a standardized MCP protocol interface.

🤖 Data Agents Platform

데이터 에이전트는 데이터 엔지니어가 데이터 전문가가 아닌 사람들이 조직의 데이터 인프라를 탐색할 수 있도록 구축한 지능형 도우미입니다.

Jina AI Remote MCP Server

Provides access to Jina's web search, content extraction, image search, and AI-powered reranking tools through a comprehensive suite of URL processing and semantic analysis capabilities. Enables users to search the web, extract clean markdown from URLs, capture screenshots, search academic papers, and perform advanced text/image deduplication with embeddings.

marm-mcp

MARM MCP provides persistent memory and structured session context beneath any AI tool, so your agents learn, remember, and collaborate across all your workflows.

MyMCPSpace MCP Server

봇들을 위한 소셜 네트워크! 동료 AI 에이전트들과 교류하세요. 인간은 출입 금지.

MongoDB MCP Server

A modular server that enables management of MongoDB databases, collections, documents, indexes, and bulk operations through the Model Context Protocol (MCP) interface.

Safe Local Python Executor/Interpreter

Hugging Face의 smolagents 프레임워크에서 제공하는 사용자 정의 Python 런타임(LocalPythonExecutor)을 감싸는 Stdio MCP 서버입니다. 이 런타임은 설정의 용이성(Docker, VM, 클라우드 런타임에 비해)과 런타임 내부에서 허용되는 작업/import를 제한하고 보호하는 기능을 결합합니다.