Discover Awesome MCP Servers

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.

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.

@langapi/mcp-server

MCP server for AI-powered translation management in i18n projects, enabling automated locale detection, translation status checks, and sync via LangAPI.

Paradex Server

Một triển khai máy chủ Giao thức Bối cảnh Mô hình (Model Context Protocol) cho phép các trợ lý AI tương tác với nền tảng giao dịch hợp đồng tương lai vĩnh cửu Paradex, cho phép truy xuất dữ liệu thị trường, quản lý tài khoản giao dịch, đặt lệnh và theo dõi vị thế.

MCP Template

A template MCP server built with FastMCP framework that demonstrates basic tool implementation with a simple addition calculator example.

JMeter MCP Server

Một máy chủ Giao thức Ngữ cảnh Mô hình (Model Context Protocol) cho phép các trợ lý AI thực thi và quản lý các bài kiểm tra hiệu năng JMeter thông qua các lệnh bằng ngôn ngữ tự nhiên.

crossref-local

A local CrossRef database MCP server enabling full-text search across 167M+ scholarly works, citation analysis, and impact factor retrieval without rate limits or internet dependency.

Odoo 19 MCP Server

Provides tools to interact with Odoo 19's External JSON-2 API, enabling CRUD operations and complex queries on Odoo databases with multi-company support.

protonmail-mcp

Enables AI clients to interact with ProtonMail accounts through the Proton Bridge using SMTP and IMAP protocols. Provides email management capabilities via secure local bridge connections.

Link Scan MCP Server

Automatically scans and summarizes video links (YouTube, Instagram Reels) and text links (blogs, articles) using AI-powered transcription and summarization. Provides concise 3-sentence summaries without requiring API keys.

8DX MCP Server

Exposes 8DX DEX aggregator REST endpoints as tools for AI agents, enabling token discovery, quotes, swaps, limit orders, and wallet execution via WalletConnect.

qring-mcp

A quantum-inspired secret manager that anchors API keys to your OS-native vault, preventing plaintext .env leaks. It empowers AI agents with advanced mechanics like multi-environment superposition, linked entanglements, and ephemeral in-memory tunneling.

inked

inked

Logic-Thinking MCP Server

Enables formal logical reasoning, mathematical problem-solving, and proof construction across 11 logic systems including propositional, predicate, modal, fuzzy, and probabilistic logic. Integrates external solvers (Z3, ProbLog, Clingo) for advanced reasoning, with support for proof storage, argument scoring, and cross-system translation.

arXiv Search MCP Server

Một máy chủ MCP cung cấp các công cụ để tìm kiếm và lấy các bài báo từ arXiv.org.

Cursor Auto-Review MCP Server

An MCP server that automates code reviews through linting, testing, and git diff analysis. It also generates conventional commit messages and detailed pull request descriptions based on file changes and code patterns.

veil-mcp

A Python framework for building MCP servers with tools and LLM adapters. Enables developers to create custom tools for Claude Desktop/Cursor and integrate with various LLM providers including Anthropic, OpenAI, Groq, and Ollama.

ServiceNow MCP Server

Enables interaction with ServiceNow ITSM through browser-based SSO authentication, providing 80+ tools for incidents, changes, catalog, CMDB, and more via natural language.

MCP Fullstack Application

A complete fullstack application that demonstrates Model Context Protocol integration for AI assistants to securely connect to external data sources and tools, providing task management functionality with a Convex backend and Remix frontend.

mysql-readonly-mcp

Read-only MySQL MCP server for safe schema inspection and SELECT-style queries.

Trello MCP Server

Connects Trello with AI assistants to manage boards, lists, cards, and comments via natural language.

Remote MCP Server (Authless)

A template for deploying authentication-free MCP servers on Cloudflare Workers. Allows quick deployment and connection to MCP clients like Claude Desktop or Cloudflare AI Playground via Server-Sent Events.

Bosch Smart Home Camera MCP Server

Enables MCP clients to control Bosch Smart Home Cameras via natural language, including snapshots, motion events, privacy mode, and pan/tilt, using a reverse-engineered cloud API.

Gradescope MCP Server

An MCP server that enables AI assistants to interact with Gradescope for course management, grading workflows, and regrade reviews. It provides instructors and TAs with tools for assignment management, individual or batch grading, and rubric manipulation.

MCP Integration Server

Enables agents to interact with Salesforce, Atlassian (Jira/Confluence), and Supabase through standardized tools and resources. Provides both read-only access for querying data and write operations for managing records across these enterprise platforms.

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.

Debugg AI MCP

Debugg AI MCP

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.

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.

Math-Physics-ML MCP System

Provides GPU-accelerated scientific computing capabilities including symbolic mathematics, quantum wave mechanics simulations, molecular dynamics, and neural network training through four specialized MCP servers.