Discover Awesome MCP Servers

YApi MCP Server

Enables reading and searching API documentation from YApi instances, allowing AI models to access interface definitions, project API lists, and search through API endpoints using YApi URLs or project IDs.

AI Pull Request Generator

An AI-powered FastMCP server tool that automates the process of planning tasks, generating code, and creating GitHub pull requests.

MCP Express Server

A TypeScript-based MCP server template using Express.js and Server-Sent Events, providing example tools for echoing messages, performing calculations, and retrieving server time.

LibreOffice MCP Server

Enables AI assistants to create, read, edit, and manipulate LibreOffice documents with support for track changes, comments, search/replace, and real-time document operations through a native extension or HTTP API.

Sirr MCP Server

Provides Claude Code direct access to a Sirr secret vault for reading, pushing, listing, and deleting secrets with expiry constraints. It enables natural language secret management while keeping credentials secure through metadata-only listing and controlled value retrieval.

Affinity MCP Server

Enables AI assistants to control the Affinity creative suite on macOS through natural language, allowing for automated design tasks, UI interaction, and file operations. It leverages AppleScript and System Events to bridge AI commands with professional creative software.

APK Security Guard MCP Suite

Provides a one-stop automated solution for Android APK security analysis by integrating tools like JEB, JADX, APKTOOL, FlowDroid, and MobSF into unified MCP standard API interfaces.

Futuristic Risk Intelligence

Geopolitical conflict risk data for AI agents

ZenTao MCP Server

Enables LLMs to interact with ZenTao project management system, supporting project and task management operations including creating, querying, and updating projects and tasks through natural language.

Paylocity MCP Server

Connects Claude Desktop to the Paylocity API to manage employee records, pay statements, and company headcount data through natural language. It includes automated data protection that redacts sensitive information like SSNs and bank account numbers before reaching the model.

Xiaohongshu (XHS) Creator Toolkit

An automation toolkit that enables AI-driven content publishing and creator data analysis for Xiaohongshu via the MCP protocol. It supports automated posting of image and video notes, cookie management, and performance metric tracking through natural language conversations.

PDF Reader MCP Server (@shtse8/pdf-reader-mcp)

Một máy chủ MCP được xây dựng bằng Node.js/TypeScript cho phép các tác nhân AI đọc an toàn các tệp PDF (cục bộ hoặc URL) và trích xuất văn bản, siêu dữ liệu hoặc số trang. Sử dụng pdf-parse.

GitLab MCP Server

Enables AI assistants to interact with GitLab projects through natural language, allowing users to query merge requests, view code reviews, check test results and pipelines, and respond to discussions directly from chat.

MySQL MCP Server

A Model Context Protocol server that provides secure, multi-database MySQL access with configurable security levels, enabling SQL queries across multiple databases directly from VS Code.

Axiom MCP Server

Một triển khai máy chủ Giao thức Ngữ cảnh Mô hình (Model Context Protocol) cho Axiom, cho phép các tác nhân AI truy vấn dữ liệu của bạn bằng Ngôn ngữ Xử lý Axiom (APL).

GitHub MCP Bridge

A Model Context Protocol server that enables AI agents to securely access and interact with GitHub Enterprise data, providing access to enterprise users, organizations, emails, and license information.

AgentShare Price API

AgentShare delivers structured product search and pricing signals for AI agents over REST and MCP (Streamable HTTP). Responses include freshness & coverage metadata so agents can reason about data recency. API keys secure billed endpoints; public discovery at /agent.json and /mcp.json. Currently integrates connected marketplaces and affiliate feeds – roadmap expands to global e-commerce (AliExpre

japan-ux-mcp

Provides Japanese UX conventions as an MCP server to help AI generate correct Japanese UI elements like proper name order, furigana, phone formats, and polite language. It includes tools for form generation, validation, keigo suggestions, and cultural adaptation for developers building Japanese-facing products.

Asta MCP Servers

Provides MCP wrappers for Allen AI's Asta research tools, enabling AI agents to manage local document collections and perform deep literature searches. It supports automated report generation, PDF text extraction, and research hypothesis synthesis.

MCP Salesforce Revenue Cloud

Provides AI assistants with direct access to Salesforce Revenue Cloud data and operations, enabling retrieval of products, price books, quotes, orders, and execution of custom SOQL queries through natural language.

PDF-Tools MCP Server

Enables PDF generation from HTML, text, and Markdown content with customizable formatting options. Provides secure cross-platform PDF creation tools that automatically save to user directories like Downloads, Documents, or Desktop.

MCP Server for n8n Integration

A Model Context Protocol server that enables AI agents to interact with n8n workflows and automation tools through a standardized interface, allowing execution of workflows and access to n8n functions.

JinaAI Search

Cho phép tích hợp tìm kiếm web hiệu quả với Search API của Jina.ai, cung cấp khả năng truy xuất nội dung sạch, được tối ưu hóa cho LLM, hỗ trợ nhiều loại nội dung khác nhau và bộ nhớ đệm có thể định cấu hình.

DeepSeek Thinking with Claude 3.5 Sonnet

Hỗ trợ quy trình suy luận hai giai đoạn sử dụng DeepSeek để phân tích chi tiết và hỗ trợ nhiều mô hình phản hồi như Claude 3.5 Sonnet và OpenRouter, duy trì ngữ cảnh hội thoại và tăng cường tương tác dựa trên AI.

Kakao Mobility & Kakao Map MCP Server

Mirror of

Debugg AI MCP

Debugg AI MCP

MCP Unity Editor

Enables AI assistants to interact with Unity Editor through the Model Context Protocol, allowing natural language control of Unity projects including scene manipulation, GameObject creation, component updates, package management, and test execution.

YouTube Data API MCP Server

A FastAPI server that enables interaction with YouTube's data through search, video details, channel information, and comment retrieval endpoints.

Flutter MCP Server

A TypeScript-based MCP server that implements a simple notes system, enabling users to manage text notes with creation and summarization functionalities through structured prompts.