Discover Awesome MCP Servers

Knowledge

A local MCP server that gives LLMs long-term memory by indexing code, infrastructure, logs, and docs into a queryable graph. It enables semantic and structural search, evidence-backed reasoning, and tracked plans that persist across sessions and teams.

api-docs-mcp-server

Exposes OpenAPI/Swagger API documentation as MCP tools, enabling AI agents to search, inspect, and call API endpoints through natural language.

x402nano

Provides free Polymarket discovery data alongside paid deep-market intelligence tools via live x402 HTTP handshakes on Base mainnet. It allows AI agents to securely settle real, ultra-low-cost USDC micro-payments (0.05 USDC) directly over the Model Context Protocol.

Estroni Storefront MCP

Read-only MCP server for the Estroni online store, allowing AI agents to search products, fetch product details, list collections, and retrieve shipping/return policies.

Discord Manager

Enables AI assistants to manage Discord servers by providing tools for catching up, triaging mentions, bookmarking, and sending messages through a self-hosted bot.

OpenAlex MCP Server

Enables searching and retrieving scholarly works, authors, institutions, and citation networks from the OpenAlex catalog via natural language.

GitHub MCP Connector

Enables browsing GitHub profile, repositories, issues, and pull requests directly in Claude conversation through OAuth authentication.

threads-mcp

Enables posting and managing Threads content via Meta Threads API, including text, image, video, carousel, and replies.

Chess MCP Server

Enables AI assistants to play, analyze, and track chess games with full rule validation and support for standard algebraic notation. It provides tools for position evaluation and game state persistence during user sessions.

Advertising-Analysis

A demonstration project of an MCP server for injecting advertisements into LLM responses, showcasing the risks of advertising injection middleware.

sellercloud-mcp

The first Model Context Protocol server for SellerCloud. Plug Claude into your catalog, inventory, orders, and channel listings — read-only, in five minutes.

@webuplink/mcp

Enables AI assistants to browse and interact with websites via WebUplink, providing browser automation tools like browse and close_session.

peon-mem

Local-first hierarchical memory for AI coding agents, providing automatic session capture, belief consolidation, and relevant memory injection via an MCP server.

deepwork

A quality-and-safety MCP server for Windsurf Cascade that enforces an evidence-first coding cycle with verified completion states.

bilibili-mcp-server

Bilibili MCP server enabling video search, comment management, danmaku, user info, dynamics, live streaming analysis, and more via 31 tools.

Ozon MCP Server

MCP server for Ozon marketplace that enables AI assistants to search products, get detailed information, prices, and delivery info from Ozon.ru.

MCP Bridge API

MCP Bridge 是一个轻量级、快速且与 LLM 无关的代理，它通过统一的 REST API 连接到多个模型上下文协议 (MCP) 服务器。它支持在移动设备、Web 和边缘设备等不同环境中安全地执行工具。该桥梁设计灵活、可扩展，并且易于与任何 LLM 后端集成。

Diagrams MCP Server

Enables creation of infrastructure and architecture diagrams as code using the Python diagrams library, supporting 15+ cloud providers, 500+ node types, custom icons, and flowcharts with multiple output formats.

Overwatch2 MCP Server

An MCP server that provides Overwatch 2 hero data, allowing users to retrieve hero lists and detailed information about specific heroes.

Rancher MCP Server

Enables integration of Rancher with GenAI applications, providing comprehensive API coverage for Kubernetes management.

opendocswork-mcp

Rust-native MCP server for Office document processing (Excel, Word, PowerPoint) enabling sub-millisecond, local-first document manipulation and export to PDF.

TShark2MCP

An MCP server that enables AI-assisted network packet analysis using Wireshark's TShark tool. It provides tools for pcap file overview, session extraction, protocol filtering, and statistical analysis through a standardized interface.

Cloudflare Remote MCP Server (Authless)

Enables deployment of a remote MCP server on Cloudflare Workers without authentication, supporting custom tools and integration with clients like Claude Desktop.

Photonics Simulation MCP

Knowledge-based MCP server for photonics simulation engineering, providing rules, bugs, checklists, and tool recommendations for Lumerical FDTD/MODE/FDE, HFSS, COMSOL, and PyAEDT.

DevsContext

DevsContext is an MCP server that provides AI coding agents with synthesized engineering context—requirements, decisions, architecture, and standards—from tools like Jira and Slack. It fetches and synthesizes relevant information on demand to help agents work on tasks correctly.

TaskMateAI

一个由人工智能驱动的任务管理应用程序，通过MCP运行，能够自主创建、组织和执行任务，并支持子任务、优先级和进度跟踪。

@hyperweb/mcp-server

MCP server that enables AI agents to generate, verify, and set up Starship configurations for the Hyperweb platform.

Mathematica MCP Server

Allows LLMs to execute Wolfram Language code in a secure, session-based environment by providing an interface to interact with a Wolfram Mathematica kernel.

ln-ashlar-mcp

Enables MCP clients to search ln-ashlar documentation and review implementation plans via Gemini, with OAuth 2.0 + PKCE authentication.