Discover Awesome MCP Servers

Math MCP Server

Enables basic arithmetic operations (addition, subtraction, multiplication, division) with 64-bit precision and matrix multiplication capabilities. Provides mathematical computation tools for AI assistants through the Model Context Protocol.

Confluence MCP Server by CData

Confluence MCP Server by CData

GitLab Docs MCP Server

Provides AI assistants instant access to GitLab's official documentation with intelligent search, section filtering, and full content retrieval across 2,494 documentation pages including CI/CD, API, admin, and development guides.

youtube-mcp

MCP server for YouTube creator-ops — video metadata, comments, playlists, channel analytics, plus a ComfyUI bridge for AI thumbnail generation.

Notion MCP Server

Connects AI assistants to Notion workspaces, allowing users to search, create, and manage pages or databases through natural language conversations. It supports complex database querying, content updates, and workspace organization via the Model Context Protocol.

SOAR MCP Server

Integrates SOAR (Security Orchestration, Automation and Response) capabilities into AI clients, enabling security playbook execution, event management, and threat intelligence queries. Provides a complete security incident response platform through natural language interactions.

JIRA Zephyr MCP Server

Enables comprehensive test management with JIRA's Zephyr system, allowing users to create and manage test plans, execute test cycles, track progress, and generate reports through natural language.

GitLab MCP Server

Sebuah server Protokol Konteks Model yang memungkinkan interaksi dengan akun GitLab untuk mengelola repositori, permintaan penggabungan, peninjauan kode, dan alur CI/CD melalui bahasa alami.

Open Legal Compliance MCP Server

Enables AI assistants to search and analyze legal documents from multiple jurisdictions including US federal and state law, case law, EU regulations, UK legislation, Canadian law, Congress bills, SEC filings, and FDA data through free government APIs.

Mammoth MCP Server

Converts Microsoft Word DOCX files to clean, semantic HTML with support for preserving formatting, tables, lists, and optionally embedding images as base64 data URIs.

MCSS MCP Server

Server Protokol Konteks Model untuk MCSS (Minecraft Server Soft)

MCP Weather

A TypeScript-based Model Context Protocol server that enables Claude Desktop to fetch real-time weather data via external weather APIs. It provides a simple integration for users to query current weather information through natural language interactions.

Hedera MCP Server

A production-ready Node.js server that enables decentralized communication between AI agents on the Hedera network, implementing the Model-Context-Protocol architecture with support for multiple Hedera Consensus Service standards.

AgentKits Memory

A local, persistent memory system for AI coding assistants that stores decisions, patterns, and session context via MCP tools. It enables cross-session memory management using SQLite and optional vector search without external dependencies or cloud storage.

Piazza MCP Server

Enables interaction with Piazza to fetch posts and course information directly through Claude. Users can list configured courses and retrieve recent posts from specific classes via natural language commands.

Railway MCP Server v2

Enables management of Railway infrastructure through 17 tools for managing projects, services, deployments, environment variables, and domains. Supports both modern Streamable HTTP and legacy SSE transports.

Task Manager

Enables users to manage tasks through a simple JSON file interface. Provides basic task management functionality by reading and writing to a configurable tasks.json file.

Freshservice MCP Server

Enables AI models to interact with Freshservice IT service management platform, allowing automated ticket management, change requests, asset tracking, and solution article operations through natural language commands.

Camoufox Browser MCP

Provides stealthy browser automation capabilities using a custom Firefox build designed for anti-detection. It enables users to navigate pages, interact with elements, and manage persistent browser sessions through natural language.

Sequential Thinking MCP Server

Facilitates structured, progressive thinking through defined cognitive stages (Problem Definition, Research, Analysis, Synthesis, Conclusion), enabling users to break down complex problems, track thought progression, and generate summaries of their thinking process.

Market Brief

Turn 40+ data sources into a daily Wall Street-style market briefing, delivered to your Telegram, automatically.

openapi-mcp-proxy

An MCP server that provides tools for exploring large OpenAPI schemas without loading entire schemas into LLM context. Perfect for discovering and analyzing endpoints, data models, and API structure efficiently.

alaya

A local memory engine for AI agents. Stores conversation episodes, consolidates knowledge through a neuroscience-inspired lifecycle, and builds a personal knowledge graph — all in a local SQLite database.

Nikola TEST MCP Server

Provides AI agents and LLMs access to the Nikola TEST MCP API through standardized MCP tools for seamless integration and interaction.

Emlog MCP Server

Enables AI assistants to interact with Emlog blog systems through a standardized Model Context Protocol interface, supporting content management operations like creating/updating articles, managing comments, uploading files, and accessing blog resources.

ChuckNorris MCP Server

Sebuah gerbang MCP eksperimental yang menyediakan perintah peningkatan LLM khusus berdasarkan repositori L1B3RT4S, yang terutama ditujukan untuk meningkatkan kemampuan model yang lebih lemah.

Meeting Automation MCP Server

Orchestrates Fireflies, Asana, and Notion MCP servers to automate end-to-end meeting workflows. Enables users to search meetings, extract action items, create tasks, and generate meeting documentation through natural language commands.

DSers MCP product

Automate AliExpress/Alibaba dropshipping product import to Shopify or Wix via DSers. 7 tools for bulk import, variant editing, pricing rules, and multi-store push.

MCP ToDo Server

A production-ready Model Context Protocol server for managing tasks and todos with support for both file-based and database storage backends. It enables users to perform bulk operations, track priorities, and access productivity analytics through a structured management system.