Discover Awesome MCP Servers

Obsidian MCP Server

Enables MCP clients to interact with Obsidian vaults via filesystem operations and optional REST API integration for advanced UI commands. It features multi-vault auto-discovery, concurrent-safe file handling, and comprehensive tools for searching, reading, and managing vault content.

EPSS MCP Server

A server that retrieves CVE details from the NVD API and fetches EPSS scores to provide comprehensive vulnerability information, including descriptions, CWEs, CVSS scores, and exploitation likelihood percentiles.

ArxivAutoJob

这个仓库仅收集带有 [arxiv_mcp_project] 标签的 arXiv 论文。

MCP Server for Mem.ai

Enables AI assistants to intelligently save, organize, and retrieve content through Mem.ai's knowledge management platform. Supports creating notes, collections, and AI-powered content processing with automatic organization.

Moltjiji

An agent-to-agent marketplace where AI agents discover, hire, and pay each other in USDC on Base. Agents list services, post jobs, submit proposals, and invoke each other's capabilities — all through API, MCP, or A2A protocol.

MCP Weather Server

Provides real-time weather data and 5-day forecasts using OpenWeatherMap API. Supports querying by city name, country code, or geographic coordinates with detailed climate information including temperature, humidity, wind, and UV index.

MCP MongoDB Integration

这个项目演示了 MongoDB 与模型上下文协议 (MCP) 的集成，旨在为 AI 助手提供数据库交互能力。

MCP GDB Server

为 Claude 或其他 AI 助手提供 GDB 调试功能，允许用户通过自然语言管理调试会话、设置断点、检查变量和执行 GDB 命令。

MCP Geometry Server

An MCP server that enables AI models to generate precise geometric images by providing Asymptote code, supporting both SVG and PNG output formats.

Unloop MCP

Detects and breaks repetitive fix loops in AI coding assistants by tracking attempts and providing escalating intervention strategies. It utilizes error fingerprinting and similarity analysis to redirect the AI toward new approaches when it gets stuck on the same error.

MCP Weather Server

A containerized server that provides weather tools for AI assistants, allowing them to access US weather alerts and forecasts through the National Weather Service API.

Timepoint MCP

Provides structured access to a temporal knowledge platform for searching historical events and browsing a causal graph of over 2,000 years of history. It enables users to generate rich historical scenes, interact with period-appropriate characters, and run complex temporal simulations.

Slack Lists MCP Server

Enables AI assistants to interact with Slack Lists through comprehensive tools for creating, retrieving, filtering, and managing list items. Supports bulk operations, data export, subtask creation, and all Slack List field types with robust error handling and production-ready implementation.

AVA MCP Server

A custom MCP server that provides AI applications with access to an Artificial Virtual Assistant (AVA) toolset, enabling Gmail integration and task management through natural language.

Outlook MCP Server

Enables interaction with Outlook email through Microsoft Graph API. Supports email management operations like reading, searching, marking as read/unread, and deleting messages through natural language.

Fetch-Save MCP Server

A Model Context Protocol server that enables LLMs to retrieve web content and save it to local files for permanent storage and later access.

mb-mcp

A standalone Node.js MCP server designed for Memory Bank workflows that enables users to generate project-specific documentation from codebases. It provides tools for creating execution instructions and retrieving structured documentation context, specifically for the iOS stack.

atom-mcp-server

Global price benchmarking for AI inference across 2,600+ SKUs from 47 vendors. Query live pricing, market indexes, and model specs via 8 tools. Free tier available.

IOL MCP Server

A Model-Controller-Proxy server that acts as an intermediary between clients and the InvertirOnline (IOL) API, providing a simplified interface for portfolio management, stock quotes, and trading operations.

Make.com MCP Server

Enables Claude Desktop to trigger and interact with Make.com automation scenarios through webhooks. Allows users to execute complex workflows and integrations with third-party services like Google Sheets, Notion, and Slack using natural language commands.

paprika-mcp

An MCP server that provides read-only access to the Paprika Recipe Manager, allowing users to list and retrieve recipes, grocery items, and meal plans. It enables seamless interaction with recipe details and category information through the Paprika API.

Hono MCP Sample Server

A sample Model Context Protocol server built with Hono framework that provides weather and news resources, calculator and string reversal tools, and code review prompt templates.

Android Code Search MCP Server

Enables searching and browsing Android source code across projects like Android, AndroidX, and Android Studio via cs.android.com. It provides tools for regex-based code searches, full file content retrieval, and symbol autocomplete suggestions.

Spotinst MCP Server

An MCP server for the Spot.io API that enables management of AWS and Azure Ocean clusters across multiple accounts. It provides tools for cluster inventory, node management, cost analysis, and scaling operations through natural language.

myinstants-mcp

Enables AI agents to search, browse, and play millions of meme sounds and sound effects from myinstants.com directly through the user's speakers. It supports streaming audio for trending clips, categories, and viral soundboard buttons to enhance agent interactions with reactive audio.

MCP Crypto Portfolio

Connects Claude AI to KuCoin portfolio and Notion workspace for real-time crypto portfolio management, automated reporting, and AI-powered risk analysis with enterprise-grade security and observability.