Discover Awesome MCP Servers

Mermaid Chart MCP

Enables AI assistants to generate and render Mermaid diagrams (flowcharts, sequence diagrams, etc.) as PNG/SVG images with local file saving and HTTP access URLs. Supports batch processing and intelligent caching for efficient diagram creation.

jcrawl4ai-mcp-server

jcrawl4ai-mcp-server

rendezvous-mcp

Fair meeting point discovery using real travel-time isochrones, not naive midpoints. Finds venues equally accessible to all participants with fairness scoring.

MCP Car Database

Một hệ thống client-server sử dụng Giao thức Ngữ cảnh Mô hình (Model Context Protocol) cho phép người dùng truy vấn cơ sở dữ liệu SQLite chứa dữ liệu xe hơi hư cấu.

Financial AI Agent System

A Node.js-based AI agent system using Model Context Protocol (MCP) that provides financial analysis and portfolio management services through LangChain and Ollama-powered local AI models.

Patent Big Data MCP Server

Enables comprehensive patent information queries and analytics including fuzzy company search, patent search by various criteria (name, application number, applicant), and statistical analysis of patent portfolios including status distribution, application trends, and patent type classification.

Simple MCP Demo

A Python-based demonstration server showcasing multiple Model Context Protocol transport mechanisms, including stdio, SSE, and HTTP. It provides a functional reference for tool discovery and execution using a sample number addition tool.

Run Command MCP Server

Provides tools for executing shell commands both synchronously and asynchronously with real-time output streaming and process management capabilities. It enables users to start background tasks, monitor progress, and manage long-running processes via Stdio or HTTP transports.

MCP Server Demo

A WebSocket-based Model Control Protocol (MCP) server that processes model requests and provides responses. Supports chat and text completion actions with a standardized JSON protocol for AI model communication.

BatchIt

Một máy chủ tổng hợp đơn giản cho phép gộp nhiều lệnh gọi công cụ MCP vào một yêu cầu duy nhất, giảm việc sử dụng token và chi phí mạng cho các tác nhân AI.

MCP Config

Một công cụ CLI để quản lý cấu hình máy chủ MCP.

mcp-pandoc-ts: A Document Conversion MCP Server (TypeScript/Host Service Version)

Okay, here's a translation of the English text "MCP-Server that can control pandoc on host from docker environment using a local pandoc host service" into Vietnamese: **Option 1 (More literal, focusing on the technical aspects):** * **Máy chủ MCP có thể điều khiển Pandoc trên máy chủ chính từ môi trường Docker bằng cách sử dụng một dịch vụ Pandoc cục bộ trên máy chủ chính.** **Option 2 (Slightly more natural, emphasizing the functionality):** * **Một máy chủ MCP cho phép điều khiển Pandoc trên máy chủ (host) từ môi trường Docker, thông qua một dịch vụ Pandoc chạy cục bộ trên máy chủ đó.** **Explanation of Choices:** * **MCP-Server:** I kept "MCP-Server" as is, assuming it's a specific term or abbreviation. If you have more context, I can translate it. * **Pandoc:** "Pandoc" is a well-known tool, so I kept it as is. * **Host:** "Host" is often translated as "máy chủ" (server/host). I used "máy chủ chính" (main host) or just "máy chủ" depending on the option to make it clear we're talking about the host machine, not the Docker container. * **Docker environment:** "Môi trường Docker" is a direct and common translation. * **Local pandoc host service:** "Dịch vụ Pandoc cục bộ trên máy chủ chính" (local Pandoc service on the main host) or "dịch vụ Pandoc chạy cục bộ trên máy chủ đó" (Pandoc service running locally on that host) are both good options. **Which option is best depends on the specific context and your audience.** If you're writing technical documentation, Option 1 might be more appropriate. If you're explaining the concept to someone less technical, Option 2 might be better.

Netmiko MCP Server

Enables interaction with Cisco network devices through SSH using Netmiko. Supports retrieving device status, interface details, configurations, and resource monitoring through natural language commands in Claude Desktop.

MCP Manager

An enterprise-level MCP gateway and proxy that sits between an organization's MCP servers and clients. MCP Manager mitigates security threats, enables fine-grained permissions, enforces policies and guardrails, and generates comprehensive, end-to-end logs.

mcp-painter

Công cụ vẽ cho trợ lý AI

Multi-Database MCP Server

A plugin-based MCP server that enables interaction with multiple databases (MySQL, PostgreSQL, MongoDB, SQL Server, Redis) through a unified interface with configurable read/write permissions and independent plugin architecture.

Muninn

A local-first persistent memory server that provides AI agents with deterministic, multimodal information retrieval across different sessions and projects. It enables long-term memory continuity using a 5-signal hybrid search engine and cognitive reasoning loops designed for complex development workflows.

MCP Server

Một proxy dịch vụ AI hiện đại cho phép tương tác với nhiều nhà cung cấp AI (Anthropic Claude, OpenAI) thông qua một API thống nhất, được triển khai trên toàn cầu bằng Cloudflare Workers.

The Graph Token API MCP

Official MCP server that turns The Graph’s Token API into a plug-and-play web3 data tool. Exposes ERC-20 & NFT metadata, balances, transfers, top-holder stats, prices, and more, allowing LLMs to run SQL queries on structured and indexed blockchain data.

AI-Powered Server-Client Computer Use SDK

File containing information about the use of artificial intelligence software development kit (SDK) on servers and clients for computer systems.

mcp-qdrant-docs MCP Server

Một máy chủ MCP thu thập dữ liệu từ các trang web, lập chỉ mục nội dung vào Qdrant và cung cấp một công cụ truy vấn.

@retailerapi/mcp

Enables AI agents to access Walmart product data including lookups, price history, offers, seller profiles, reviews, and sales stats via tools callable in MCP-compatible clients like Claude Desktop and Cursor.

WeChat Publisher MCP

A Model Context Protocol server that enables AI tools to automatically publish articles to WeChat Official Accounts, supporting Markdown-to-HTML conversion, image handling, and both preview and official publishing modes.

nexus-memory

A zero-dependency, file-based persistent memory system for AI agents with tiered memory, Ebbinghaus decay, and keyword retrieval.

memora

Persistent memory with knowledge graph visualization, semantic/hybrid search, importance scoring, and cloud sync (S3/R2) for cross-session context management.

MCP Server POC

A proof-of-concept MCP server demonstrating various capabilities including mathematical calculations, URL fetching, system information retrieval, data processing, and file operations.

MCP-Censys

Một máy chủ Giao thức Ngữ cảnh Mô hình cho phép truy vấn ngôn ngữ tự nhiên API Tìm kiếm Censys để trinh sát tên miền, IP và FQDN, cung cấp thông tin về máy chủ, DNS, chứng chỉ và dịch vụ theo thời gian thực.

Oura Ring MCP Server

Enables AI assistants to access and analyze Oura Ring health data including sleep, readiness, activity, and stress metrics. Supports customizable queries, correlation analysis, and visualization capabilities for comprehensive health insights.

VRChat MCP

Local stdio MCP server for VRChat friends, worlds, groups, events, notifications, status, avatars, and VRCX history.