Discover Awesome MCP Servers

OHM-MCP

AI-powered Python refactoring assistant that provides AST-based code analysis, SOLID violation detection, dead code elimination, type safety analysis, performance optimization, and automated refactoring with rollback capabilities.

ghl-mcp

MCP server for GoHighLevel sub-accounts, enabling management of CRM contacts, pipelines, calendars, invoices, and more via natural language.

Linea MCP Server

Một máy chủ Giao thức Bối cảnh Mô hình (MCP) cung cấp các công cụ trên chuỗi cho các ứng dụng AI tương tác với blockchain Linea.

Xray MCP

An MCP server that integrates Cursor IDE with Xray Test Management for Jira, enabling management of tests, test executions, test plans, and import/export operations.

liquidity-pools-mcp

An MCP server that tracks and analyzes DEX liquidity pools to power intelligent DeFi agents and automated strategies.

ShelfGap Buyer Lens

A deterministic buyer-choice simulator inside ChatGPT that compares merchant offers against user-supplied alternatives, explains wins/losses, and tests what-if changes.

OpenRouter MCP Multimodal Server

Provides access to OpenRouter.ai's diverse model ecosystem for text chat and image analysis capabilities, with support for multimodal conversations and automatic image optimization.

OpenAPI MCP Server

Exposes an MCP server over HTTP that allows searching and executing OpenAPI operations from any OpenAPI spec URL, with session variable storage.

DeepClaude MCP

Cho phép tích hợp và điều khiển các mô hình DeepSeek và Claude AI thông qua các API RESTful, hỗ trợ các hoạt động mô hình AI liền mạch với các tham số có thể cấu hình và xử lý lỗi mạnh mẽ.

rgo-trading-api

Enables AI assistants to read positions, deals, and orders from the RGO trading platform via natural language, with optional trading capabilities when explicitly enabled.

Fusion Compiler Session MCP

Enables starting and managing named independent PTY sessions for Synopsys Fusion Compiler, sending arbitrary Tcl commands, and listing/interrupting sessions via MCP.

Richgo Finance MCP

Enables searching and analyzing Korean stocks using Richgo Finance data, including stock details, rankings, undervaluation, AI rankings, and curation screens.

Supabase MCP Server

Connect your Supabase projects to AI assistants like Cursor, Claude, and Windsurf.

xcode-mcp-server (drewster99)

Enable Claude Code, Cursor, or your favorite LLM to interact with Xcode, building your projects the same way you do, and seeing the same errors. Greatly increases productivity when working on iOS, iPadOS, macOS, visionOS, tvOS projects & Swift packages - or any time you might use Xcode.

notion_mcp

Máy chủ MCP cho Notion

PyContextify

Semantic search server with relationship-aware discovery across codebases and documents.

sooda-mcp

Enables AI agents to communicate with business agents across company boundaries using Google's A2A protocol, with tools for discovery, messaging, and connection management.

MCP Hub MCP Server

Một máy chủ trung tâm kết nối và quản lý các máy chủ MCP (Giao thức Ngữ cảnh Mô hình) khác.

finance-mcp

Local, privacy-first access to bank and credit-card transactions for Copilot, backed by SimpleFIN.

gemini-cli-mcp

MCP server for Google's Gemini CLI with OAuth, enabling use of Gemini through Claude Desktop/Code without API keys – just log in with a Google account.

Unraid MCP Server

Một máy chủ dựa trên Python cho phép các trợ lý AI tương tác với máy chủ Unraid thông qua API GraphQL chính thức của Unraid, cung cấp quyền truy cập chỉ đọc vào thông tin hệ thống, các container Docker, máy ảo (VM), bộ nhớ và hơn thế nữa.

firebase-mcp

A Model Context Protocol server that exposes Firebase Firestore and Authentication to AI agents, supporting multi-project configurations and read operations.

playstore-cli

A CLI + bundled MCP server for managing Google Play Console metadata, screenshots, one-time products, and subscriptions from YAML files.

Copilot Memory Store

Enables storing, searching, and compressing contextual memories for LLM interactions, with tools for memory management and context injection.

Second Brain

Persistent, semantically-searchable memory for AI agents using local PostgreSQL, pgvector, and Ollama embeddings, exposed via MCP with hybrid retrieval, knowledge graph, and auto-recall hook.

Marble MCP Server

Analyzes codebases to suggest relevant learning projects and generate interactive slides with direct links to the Marble platform. It enables developers to create tailored learning experiences based on their specific technologies, patterns, and code context.

IDE Output Reader MCP Server

Enables reading IDE output, test results, and problems from development environments.

rocketchat-mcp

MCP server for Rocket.Chat — messages, DMs, search, files, and channels over stdio