Discover Awesome MCP Servers

Nova

Gives an LLM agent control of the macOS desktop from a single self-contained Rust binary: Set-of-Mark numbered screenshots, Accessibility-tree clicks with browser-JS fallback for web content, Apple Vision OCR, mouse, keyboard, and clipboard.

RAG Application

一个集成了 MCP 服务器的检索增强生成 (RAG) 应用的演示。

ntop-ai-helper-mcp

Troubleshoot nTop issues with AI-powered error diagnosis, swarm analysis, screen capture, and macro automation.

codewiki-mcp

MCP server for codewiki.google — AI-powered wiki documentation for open-source repositories. Search repos, fetch wiki content, and ask questions about any repo.

Image Converter MCP Server

Enables conversion between multiple image formats including JPG, PNG, WebP, GIF, BMP, TIFF, SVG, ICO, and AVIF with quality control and batch processing capabilities.

metaculus-mcp

A remote MCP server wrapping the Metaculus API that enables agents to browse forecasting questions, submit and withdraw forecasts, and post rationale comments using user-provided API tokens.

@cloudcraftwithfranck/govcloud-mcp

An MCP server providing 20 AI-powered tools for DoD/FedRAMP cloud engineering.

@exchangerateapi/mcp-server

Enables AI coding tools to access real-time and historical currency exchange rates for 160+ currencies, sourced from Reuters/Refinitiv.

Bitbucket MCP

MCP server for Bitbucket Cloud, focused on pull-request review workflows

AI Incident Monitoring RCA MCP Server

Provides telemetry tools for retrieving recent logs and system metrics to support root-cause analysis of infrastructure incidents. Enables autonomous incident triage with grounded verification and human-in-the-loop remediation.

KiCad MCP Server

An MCP server for controlling KiCad EDA software, enabling schematics, PCB design, manufacturing outputs, design checks, and library management through any MCP-compatible AI assistant.

Apple MCP Calnot

Provides MCP tools to read, search, create, append, and delete iCloud Notes by leveraging the authenticated Notes web app's internal JavaScript API, avoiding OCR or canvas parsing.

AI Workflow Intelligence

Enables AI assistants like Claude Code and Cursor to get evidence-based tool and workflow recommendations from community data.

mcp-maigret

MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources. This server provides tools for searching usernames across social networks and analyzing URLs.

Auralogs MCP Server

A read-only MCP server for the Auralogs logging platform, enabling AI agents to query production logs, search errors, and retrieve AI analyses without write access. It allows you to ask your coding assistant 'what's broken in production right now?' by connecting to your logs via a simple bearer auth key.

SpherePay MCP Server

Enables users to manage the SpherePay payment platform, including customer onboarding, bank and wallet management, and cross-chain transfers. It provides tools for executing financial workflows, tracking transfers, and configuring virtual accounts for fiat-to-stablecoin conversions.

Substack MCP Server

Enables interaction with Substack publications through natural conversation, allowing users to create posts with cover images, publish notes, manage content, and retrieve profile information.

shunshi-bazi-mcp

Bazi (Four Pillars) charting MCP server with true solar time correction and multilingual output in Chinese, English, Japanese, and Korean.

NoteHarbor MCP

Connects Obsidian Markdown notes as searchable knowledge chunks via MCP tools, enabling semantic vector search and CRUD operations through a layered service architecture.

Story MCP Hub

提供用于管理 IP 资产和许可、与 Story Python SDK 交互以及处理诸如铸造代币、注册 IP 和上传元数据到 IPFS 等操作的工具。

Gemini MCP Server

A Model Context Protocol server that enables LLMs to perform web searches using Google's Gemini API and return synthesized responses with citations.

codex-worker-runtime

Enables Codex to delegate bounded work to external LLMs through role-based MCP tools, with worker health checks and audit logging.

Career Intelligence MCP

An AI-powered career intelligence platform for job seekers that parses resumes, scrapes and scores job listings, analyzes skill gaps, and prepares for interviews.

ms_fabric_mcp

Enables LLMs to query and explore schemas in Microsoft Fabric lakehouses, warehouses, and SQL databases using natural language, with tools for executing read-only SQL queries and searching tables, columns, and query patterns.

Intelagent MCP Template

A Model Context Protocol server template designed for building custom servers using the @intelagent/mcp-shared library. It provides boilerplate code and example tools to streamline the development, testing, and deployment of new MCP servers.

Solana MCP Server

Enables AI agents to read chain data, execute transactions, swap tokens, and manage wallets on Solana through 38 tools across 7 modules. Supports write operations with a private key and includes built-in prompts for common workflows.

PCP

Standardize Context, Not Intelligence. An open protocol and native MCP server for preserving, organizing, and serving structured project context (architecture, decision logs, domain rules, and roadmap) to AI coding assistants (Cursor, Claude Desktop, Antigravity) with built-in CLI verification

Debug MCP Server

Enables AI-powered debugging through structured logging with pattern recognition and intelligent analysis. Allows applications to write structured logs and receive actionable debugging insights based on error patterns and frequency analysis.

GenePattern MCP Server

Bridge any AI coding assistant directly to GenePattern — run bioinformatics modules, manage cloud jobs, and stream results, all through natural language.

Weather MCP Server

Provides weather forecasts and alerts for US locations using the National Weather Service API. Features secure access via GitHub authentication and supports coordinate-based forecasts and state-specific weather alerts.