Discover Awesome MCP Servers

Microsoft GitHub Advisory MCP Server

Enables querying GitHub Security Advisories from a local cloned advisory database using tools like list_advisories and get_advisory.

Trend Radar

An MCP server that fetches live trends from X, Google News, GitHub, and Hugging Face, and generates a self-contained HTML dashboard displaying top 20 lists for AI news, coding repositories, and models.

No MCP server described

The README is a completion certificate for the GitHub Skills exercise and does not contain any description of an MCP server.

Deribit MCP Server

Enables real-time cryptocurrency price monitoring and intelligent alerts for Deribit exchange through Claude Desktop. Set price alerts using natural language and receive instant Telegram notifications when conditions are met.

Ansim Dolbom Assistant

Enables caregivers to log daily care activities and generate draft notification reports for the elderly, with automatic safety constraints to prevent AI-generated inaccuracies.

dependency-remediation-mcp-server

Automates remediation of Java library vulnerabilities by processing a security advisory Excel export, scoping to a Spring Boot Maven app, applying version upgrades to pom.xml, and verifying the build.

SAP Digital Manufacturing (DMC) MCP Server

Enables AI-powered manufacturing operations analysis and automated report generation from SAP DMC, with direct delivery to MS Teams.

blueprint-modular

Read-only catalog of the @blueprint-modular/core design system (104 components). Four tools — list/search/get components and suggest compositions. Public, no auth, Streamable HTTP.

MCP Weather Server

Enables AI agents to retrieve real-time weather conditions and forecasts via OpenWeatherMap API. Supports interactive weather queries and travel planning through MCP tools, resources, and prompts.

Helios-9 MCP Server

Provides comprehensive project management capabilities through the Helios-9 API, enabling AI agents to create and manage projects, tasks, initiatives, and documents with full hierarchy support and AI-optimized metadata.

ahk-mcp

MCP server exposing AutoHotkey functionality, enabling model interfaces to automation tasks on Windows.

AI-Pentest-MCP

Enables natural-language-driven security testing by orchestrating multiple pen-testing tools through MCP, with automated scan execution and AI-assisted vulnerability summarization.

Federated Search

A federation MCP server that sits in front of multiple memory backends and presents a unified search surface to AI agents, allowing a single query to search across knowledge graphs, session history, and web search.

debugpy-mcp

An MCP server that enables agents to attach debugpy to running Python processes inside Docker containers for enhanced debugging and inspection. It provides tools for container autodiscovery, process injection, and generating breakpoint plans based on logs and metadata.

super-loop-mcp

A referee for self-improving AI agent loops that mines past sessions for working workflows, improves them, and never stops until you stop it.

AgentTalks

A communication server for AI agents and humans to collaborate in channels, threads, and DMs with proven identity, mentions, wiki, and resource leases, accessible via MCP, REST, and CLI.

Hedwig

An MCP wallet server that lets an AI agent hold, send, and spend USDC on Hedera, using the x402 standard for HTTP payments.

OpenCloudCosts MCP

Anchor AI FinOps to real, live cloud pricing. AWS, GCP & Azure — public list prices and enterprise negotiated rates. No credentials needed for AWS and Azure public pricing.

slimdex-mcp

Slimdex is a local MCP server that helps coding agents retrieve code narrowly—outlines, line ranges, symbol bodies, references, and intent-based searches—instead of reading whole files into context, featuring a persistent index and tools for exploration, editing, and session memory.

flstudio-mcp

AI control for FL Studio via the Model Context Protocol — full in-DAW mixing (Mix Doctor diagnosis, gain staging, EQ/compression/reverb, reference matching), routing, and composition through Claude and any MCP client. 67 tools. Windows.

AgentWebSearch-MCP

An MCP server that provides web search and content fetching using real Chrome browsers via CDP, bypassing bot detection and requiring no API keys.

databricks-mcp-server

Provides tools for interacting with Databricks clusters, jobs, and workspace operations via the Model Context Protocol.

elasticsearch-mcp

Enables AI assistants to search, analyze, and interact with Elasticsearch through natural language.

Agent Memory MCP

MCP server for agent-maintained memories, allowing creation, reading, updating, deletion, and listing of memories with global or repo scopes.

antd-components-mcp

一个用于查询 Ant Design 组件的 MCP (管理控制平台) 服务，包含以下功能：组件文档、API 文档、代码示例、组件更新日志查询。 Simplified Chinese: 一个用于查询 Ant Design 组件的 MCP (管理控制平台) 服务，包含以下功能：组件文档、API 文档、代码示例、组件更新日志查询。 Traditional Chinese: 一個用於查詢 Ant Design 組件的 MCP (管理控制平台) 服務，包含以下功能：組件文檔、API 文檔、代碼示例、組件更新日誌查詢。

context-repo-mcp

An MCP server that enables AI assistants to manage Context Repo prompts, documents, and collections with semantic search and progressive disclosure navigation.

Processkit

Standalone MCP harness for cross-system process evidence, code-change impact review, and natural-language repository checkout mapping, with optional accelerators like CodeGraph.

MCP Outlook Server

Enables sending emails through Microsoft Outlook using the Microsoft Graph API. Provides the missing send-email capability for Agent Builder's Outlook connector with support for both delegated and app-only authentication flows.

spond-no-match-mcp

An MCP server for managing kids' sports activities on Spond. Built for parents who want to give AI assistants access to upcoming matches, training schedules, and attendance.