Discover Awesome MCP Servers

IP2Location IP Geolocation MCP Server

IP Geolocation MCP server using IP2Location.io API to ease the query of geolocation information.

masaro-infra-mcp

A secure MCP server providing read-only tools to interact with Cloudflare, Coolify, and other infrastructure services, enabling AI clients to safely diagnose and validate environments.

google_scholar_mcp

MCP server for searching academic papers via Google Scholar, retrieving metadata and abstracts, with support for Chinese queries and auto-translation.

Git Polite

Enables AI agents to intelligently organize Git changes into clean, focused commits with autopilot mode or surgical line-by-line staging precision. Supports partial staging of untracked files and handles large diffs with smart truncation.

WPCafe MCP Server

Connect any MCP-compatible AI assistant to your WordPress site running the WPCafe restaurant plugin. Once connected, your AI assistant can manage reservations, food orders, locations, QR codes, settings, analytics, and every other feature available in the WPCafe admin panel.

Student Progress Tracker MCP Server

Enables AI assistants to manage student profiles, track assessments, calculate topic mastery, identify learning gaps, and recommend focus areas. Integrates with Claude Desktop and Claude Code for interactive learning analytics.

mcp-discord

An MCP server providing 26 tools for Discord API interactions, enabling message management, moderation, channel operations, and server inspection through Claude Code, Paperclip agents, or other MCP-compatible clients.

codebase-cartographer

Maps a local Python repository into an AST-backed symbol graph and performs verified multi-file refactors, enabling scope-aware renaming, moving, and deletion of symbols with safety checks.

EU5MinerMCP

MCP server for inspecting and interacting with Europa Universalis V game installs and mods, including file browsing, entity queries, diplomacy and religion reports, and mod update workflows.

@depthark/css-first

This server integrates with Mozilla Developer Network (MDN) documentation to suggest CSS properties, check browser support, and provide implementation guidance with user consent mechanisms.

Figma Structured MCP

Enables automated export, compression, and cloud upload of Figma design assets by simply providing Figma links. Supports batch processing of nodes and children, returning structured data with publicly accessible image URLs.

Disco Engine

Enables AI agents to play Disco Elysium through MCP protocol, with a SQLite ROM containing the game's script and rules, plus a real-time browser observatory.

PrecisionContextEngine

Enables AI coding agents to efficiently navigate and understand large codebases by providing tools for entry point location, call chain analysis, and impact assessment, reducing context consumption and model costs.

forge-repo-mcp

This MCP server enables automated maintenance and code analysis for Python/pytest repositories in isolated Docker environments. It supports read-only investigations, fix-and-verify tasks, and provides full audit trails with SQLite event history and artifact exports.

NVIDIA MCP

Provides tools for NVIDIA NIM and Visual GenAI APIs, enabling chat completions, model listing, and image generation via NVIDIA-hosted endpoints.

PAL MCP Server

A Model Context Protocol server that connects AI CLI tools to multiple models for multi-model orchestration, conversation continuity, and collaborative workflows like code reviews and planning.

Plugin Hub

Single MCP server providing over 500 developer tools for Claude Code, covering security, testing, documentation, and more.

llms-txt-mcp

Enables fast, token-efficient access to large documentation files in llms.txt format through semantic search. Solves token limit issues by searching first and retrieving only relevant sections instead of dumping entire documentation.

dcc-mcp-renderdoc

Enables automated graphics capture and replay with RenderDoc, allowing agents to launch executables, inspect captures, and export thumbnails or timeline JSON for regression triage.

ObjectStack MCP Server

Connects Claude Code to any ObjectStack deployment, enabling discovery, querying, and updating of objects and records, plus running business actions, all under user permissions and row-level security.

The Latent Space

Agent registry, arena reputation system, and Latent Credits economy. Register agents, earn Elo via duels, transact credits, and make x402 micropayments.

wiki-js-mcp

An MCP server for Wiki.js that enables AI agents to create, read, update, search, list, and move wiki pages via the GraphQL API. It supports surgical section updates and structured content management through named sections.

akta pro

akta.pro gives AI agents and teams structured access to 20M+ private companies and real-time news signals — entity-resolved, deduplicated, and pay-as-you-go.

Atlas Vision MCP

Enables text-only coding agents to analyze local images using a dedicated vision provider, returning markdown and structured JSON evidence for screenshots, diagrams, UI mockups, and error captures.

EPO Register MCP

MCP server that retrieves document metadata from the European Patent Register using the get_ep_register_documents tool.

MCP Server Examples

MCP 服务器示例：使用纯 MCP Java SDK 构建 – 无需 Spring 框架

MCP Product Management System

A comprehensive Model Context Protocol (MCP) server for product inventory management with PostgreSQL database backend, enabling natural language queries for product information across multiple AI platforms.

@routescore/mcp

MCP server that exposes Routescore's public API for risk assessment, including MEV cover, bridge refund, and swap checks, as tools for AI agents.

SMC-MCP

Enables AI agents to analyze price action using Smart Money Concepts (market structure, order blocks, fair value gaps, liquidity sweeps) for stocks, forex, gold, indices, and crypto without an API key.

Funplay MCP for Unity

This MCP server integrates AI assistants with Unity Editor, allowing them to create scenes, generate scripts, simulate input, and automate workflows using 91 built-in tools.