Discover Awesome MCP Servers

Uni-res_MCP

An MCP server for my University Results

MCP Calendar Server

An ADT-based calendar management system that enables users to create, update, and organize events by category with integrated stamina tracking functionality.

swanlab-mcp

Enables read-only access to SwanLab workspaces, projects, runs, and metrics through the Model Context Protocol.

Ziwei Astrology MCP Server

Enables generation of detailed Chinese Ziwei Doushu (Purple Star) astrological charts with geographic location support and true solar time conversion. Provides tools for geocoding locations, converting Beijing time to apparent solar time, and creating comprehensive astrology readings based on birth information.

AI MCP ServiceNow

A Model Context Protocol server that integrates with ServiceNow instances, allowing users to utilize AI tools within ServiceNow without writing code.

xmlriver-mcp

MCP server for XMLRiver enabling Google and Yandex SERP parsing, Yandex Wordstat keyword frequency, indexing checks, and account operations.

Expo MCP Server

A Model Context Protocol server designed to streamline Expo and React Native development for AI assistants like Cursor and Claude. It provides a comprehensive suite of tools for project initialization, EAS builds, OTA updates, and development server management.

mcp-gtm-signals-aggregator

Runs all GTM signal tools in a single call and returns a unified company intelligence report combining hiring, tech stack, LinkedIn, and job board data.

unreal-editor-mcp

Provides build diagnostics and editor log tools for Unreal Engine AI development, enabling Live Coding builds, parsing compile errors, searching/filtering logs, and crash context.

re-llm-decompile

MCP server that exposes an AI decompiler via an OpenAI-compatible API, enabling decompilation, explanation, and variable renaming of disassembly for binary analysis.

jayrah

Enables AI assistants to interact with Jira via CLI/TUI, supporting issue browsing, creation, comments, status changes, and custom fields.

Lineage MCP Server

Provides tools to interact with the Lineage blockchain API, including wallet seed phrase and keypair generation, balance queries, and latest block retrieval.

Excel MCP Server

Enables AI-powered employee data management in Excel files, automatically classifying employees by department, designation, and salary band based on experience and role, with automatic data validation and backup capabilities.

OneMap MCP Server

Provides comprehensive access to Singapore's OneMap APIs, enabling AI assistants to perform location searches, routing, and coordinate conversions. It features over 35 tools for accessing thematic layers, population statistics, and public transport data.

crossref-mcp

Enables retrieval of academic literature metadata via DOI or search using the Crossref REST API.

Documentation MCP Server

A server that enables Claude to search and access documentation from popular libraries like LangChain, LlamaIndex, and OpenAI directly within conversations.

click-mcp

将 Click 命令行界面变成 Minecraft 服务端，只需一行代码。

Arcane MCP

AI-powered Docker management server that enables natural language control of environments, containers, images, networks, volumes, and more through a unified Arcane API interface.

Global Payments MCP Server

Enables AI agents to create and manage payment links programmatically via the Global Payments API, supporting single-use and multi-use links, retrieval, and API documentation retrieval.

kObsidian MCP

Filesystem first MCP server for Obsidian vaults with an LLM-Wiki layer on top.

NASA MCP Server

Provides standardized access to 20+ NASA data sources including astronomy pictures, Mars rover photos, near-Earth objects, satellite imagery, space weather, and planetary data through a unified interface optimized for AI consumption.

Limetest MCP Server

Enables automated end-to-end testing powered by Playwright where test cases are defined in natural language and executed by AI. Uses lightweight snapshot analysis with vision mode fallback for sophisticated testing scenarios.

FastMCP Boilerplate

A starter template for building MCP servers with FastMCP, providing testing, linting, formatting, and NPM publishing setup.

SSE MCP Server with JWT Authentication

一个模型上下文协议服务器，通过 SSE 传输暴露多个 AI 工具，并采用基于 JWT 的安全认证，支持动态工具注册和会话管理。

mitre-mcp

Comprehensive MITRE ATT\&CK MCP server with SOC integration for technique lookup, alert mapping, and coverage analysis.

UniMCPSim

A universal MCP simulator that dynamically simulates API interfaces for various products, facilitating development and testing.

Instagram MCP Server

Enables AI assistants to interact with Instagram by scraping profiles, posts, reels, DMs, and business insights through a robust, DOM-agnostic browser orchestration engine that bypasses Instagram's anti-automation measures.

Velixar MCP Server

The first cognitive memory server for AI assistants, providing persistent memory, knowledge graph, identity awareness, contradiction detection, and belief tracking across sessions.

Pipedrive MCP Server

Connects the Pipedrive API v2 to LLM applications, providing read-only access to CRM data including deals, contacts, and pipelines. It enables users to search and retrieve organization information, activities, and notes through natural language.

MCP Game Helper

自定义模型上下文协议 (MCP) 服务器，提供人工智能驱动的工具，以协助游戏开发者完成与战斗平衡、技能分析、关卡节奏和模拟相关的任务。