Discover Awesome MCP Servers

yandex-vision-ocr-mcp

Provides OCR capabilities for images and PDFs using Yandex Vision API. Supports multiple recognition models and output formats.

Azure Image Generation MCP

Enables AI-powered image generation using Azure DALL-E 3 and FLUX models with intelligent automatic model selection. Generates stunning photorealistic or creative images directly within LibreChat through simple text prompts.

postgresql-mcp

A general-purpose PostgreSQL MCP server with full read-write SQL access, atomic multi-statement transactions, and schema inspection. Works with any PostgreSQL instance — local, Supabase, AWS RDS, or self-hosted — and connects to Claude, Cursor, Windsurf, or any MCP-compatible AI client.

MCP Filesystem Python

A secure, read-only MCP server for browsing and searching files in a specified directory with path traversal protection and .gitignore support.

Polymarket MCP Server

Enables AI agents to browse, search, and trade on Polymarket prediction markets, including viewing markets, order books, balances, and placing/canceling orders.

Quick-start Auto MCP

Một công cụ giúp dễ dàng đăng ký Giao thức Ngữ cảnh Mô hình (MCP) của Anthropic trong Claude Desktop và Cursor, cung cấp chức năng RAG, tích hợp Dify và khả năng tìm kiếm trên web.

Weather Service MCP

A learning project demonstrating how to build MCP servers with Python, featuring weather query tools that showcase custom tool creation, configuration, and integration with AI assistants.

Qlik MCP Server

Connects AI assistants like Claude to Qlik Cloud and Qlik Sense Enterprise environments, enabling natural language interactions for analytics, app management, reloads, user administration, and data governance across 34 tools.

WeCom Mail MCP

通过企业微信官方邮件API发送普通邮件，并支持查询邮箱信息，兼容stdio、sse和streamable-http传输方式。

SAP Clean Core MCP Server

Classifies SAP ABAP objects against SAP's official Clean Core release catalog to determine API release status and guide S/4HANA implementation.

Rocketmq Mcp

RocketMQ MCP Server

cyberpanel-mcp

MCP server for CyberPanel that enables AI-driven management of web hosting servers, including websites, databases, email, and more via 200+ tools.

MCP-CMake

A Gradio-based MCP server for comprehensive CMake project management that enables configuring, building, and testing CMake projects with preset support, error analysis, and LLM-friendly output formatting. Provides both web UI and MCP protocol access for streamlined C++ development workflows.

Rubber Duck MCP Server

Máy chủ MCP vịt cao su để hỗ trợ tác nhân viết mã LLM của bạn

osascript MCP Server

Enables the execution of AppleScript and JavaScript for Automation (JXA) on macOS to control applications, system events, and shell commands. It provides native automation capabilities with a security layer that permits most operations while specifically blocking file deletion commands.

Competitor Website Change Monitor

Enables monitoring competitor websites for price drops, new products, promotions, and content changes directly from Claude or any MCP-compatible AI client.

SSH MCP Server

A Model Context Protocol server that allows LLMs to securely execute shell commands on remote Linux and Windows systems via SSH. It supports password and key-based authentication, command timeouts, and sudo elevation for administrative tasks.

Notes MCP Server

Enables note management (create, read, update, delete, list) through MCP, with advanced features including real-time WebSocket communication, performance optimization, security, and monitoring.

Voice Assistant MCP Demo

A cloud backend for a voice assistant that processes natural language commands, manages tasks, and provides speech responses. Integrates with MCP protocol and Gemini API for Vietnamese language support.

Infercnv-MCP

Provides a natural language interface for inferring Copy Number Variations (CNVs) from scRNA-Seq data using the infercnvpy framework. It enables users to perform data preprocessing, CNV inference, and visualization through chromosome heatmaps, UMAP, and t-SNE plots.

Trade-MCP

Enables trading automation through Zerodha Kite Connect API, allowing users to place buy/sell orders and fetch holdings via MCP tools accessible to Claude Desktop and other MCP-compatible clients.

Jules MCP Server

Exposes Google Jules AI capabilities for automated coding tasks, including session management, code reviews, and unified diff handling. It enables users to create sessions, approve plans, and synchronize AI-generated code changes with GitHub repositories.

PPT-MCP

Cross-platform MCP server for Microsoft PowerPoint automation, enabling slide management, template remapping, and real-time evaluation via natural language.

OPC UA MCP Server

Connects to any OPC UA server and exposes its node tree and data via MCP, with tools to read values and search nodes.

Le Parrain MCP

An MCP server to query the leparrain.com referral directory and automatically inject the correct referral link.

Synapse MCP

A semantic code context server that connects your local repository to AI assistants via the Model Context Protocol, enabling dynamic codebase exploration without copy-pasting.

hivepulse

MCP server for agent network monitoring. Aggregates real-time population counts, transaction volume, and health metrics across multi-service agent infrastructure.

Advanced HWP MCP Server

Enables comprehensive control of Hangul (HWP) documents through an MCP server, supporting operations from basic document management to advanced formatting, tables, images, and document structure manipulation.

lawtasksai-mcp

200+ AI-powered legal research and drafting skills for attorneys — case law analysis, motion drafting, contract review, deposition prep, and ABA compliance tools. LawTasksAI.com never sees your client data.