Discover Awesome MCP Servers

facturx-mcp

An MCP server for electronic invoicing that enables generating, validating, and parsing Factur-X and ZUGFeRD compliant XML invoices. It supports the French 2026 B2B reform and provides integration with Chorus Pro for automated invoice submission and status tracking.

Git Metrics MCP Server

Analyzes git repository metrics to understand team health, development patterns, code quality, and collaboration through natural language queries. Provides insights on commit statistics, bus factor, velocity trends, technical debt, and burnout detection.

Figma CDN MCP Server

Uploads temporary Figma MCP asset URLs to the CDN after Tinify optimization.

MCP Windows

Windows integration MCP server that enables Claude to interact with Windows system features including media playback control, notification management, window operations, screenshots, monitor control, theme settings, file opening, and clipboard access.

lockstep-mcp

Enables multiple AI agents like Claude and Codex to coordinate on the same project through shared tasks, file locks, and a real-time dashboard, preventing conflicts and streamlining collaborative development.

pwno-mcp

A stateful debugging and binary research system for LLM agents, integrating GDB + pwndbg with MCP for deterministic exploit workflows and multi-session support.

visitbeijing

visitbeijing

Ollama MCP Server

Enables complete local Ollama management including listing models, chatting with local LLMs, starting/stopping the server, and getting intelligent model recommendations for specific tasks through natural language commands.

CoreMCP

A lightweight orchestration hub for managing local Model Context Protocol (MCP) tools in a unified way, allowing users to build, manage, and call their AI tools from IDEs, terminal, and custom assistants.

Google News

This server enables users to perform Google News searches with automatic categorization and multi-language support via SerpAPI integration.

Image-Edit-RMCP

Image Edit RMCP is a powerful Model Context Protocol service that provides OpenAI-like image editing capabilities for text-based models. This Rust-based service enables traditional language models to "see" and process images through comprehensive visual understanding tools. The service offers multi

Machine 2 Machine Protocol

Enables AI agents to autonomously request services from other specialized agents and compensate them via x402 micropayments. Demonstrates a Machine-to-Machine economy using A2A protocol for agent communication, MCP for context management, and blockchain-based payments on Base network.

小红书MCP服务

一个用于小红书API的MCP服务器，支持搜索笔记、获取内容、查看评论和发表评论等功能。

VMware MCP Server

Enables management of VMware vCenter and ESXi environments, including VM operations, resource management, and automation with Ollama AI and n8n workflows.

browser-devtools-mcp

An MCP server that provides AI coding assistants with comprehensive browser automation and debugging capabilities using Playwright, including visual inspection, DOM debugging, and execution monitoring.

MCP Server Trello

Mirror of

Figma MCP Server

Enables Cursor to access Figma files through the Model Context Protocol, enhancing its ability to accurately interpret and utilize design data for code generation.

Arbitrum Bridge MCP Server

Enables AI agents to perform cross-chain bridging operations using natural language intents, with support for multiple protocols (Across, Stargate) and advanced security features like oracle validation and slippage protection. Provides comprehensive bridging tools including quote estimation, transaction building, and approval management across Arbitrum and Ethereum networks.

meraki-dashboard-api

A read-only MCP server for the Cisco Meraki Dashboard API that exposes 50 GET endpoints for understanding network topology from organization down to individual devices and ports.

Gemini CLI MCP Server

An MCP server that wraps the Gemini CLI to provide tools for executing prompts, managing chat sessions, and accessing CLI extensions. It supports both local stdio and remote SSE transports for flexible integration with MCP clients.

web-search-mcp

Enables real-time web search via DeepSeek's search-enhanced dialogue, providing search results as answers through MCP tools.

MCP Server for Oracle Database

Enables AI applications to run SQL queries and retrieve results from Oracle Database.

MCP-Slicer

Connects 3D Slicer with AI assistants through the Model Context Protocol, enabling medical image processing and scene manipulation using natural language.

MCP Memory Server

Enables AI assistants to store and retrieve long-term memories using PostgreSQL with vector similarity search. Supports semantic memory operations, tagging, and real-time updates for persistent learning across conversations.

PDF Indexer MCP Server

Enables AI agents to download, index, and semantically search PDF research papers using 8 MCP tools.

Aucterra MCP Server

An MCP-compatible server that enables LLM agents to interact with Aucterra's document understanding APIs, providing structured access to document classification and field extraction services.

LocalDocs MCP

Creates a local database of indexed technical documentation from web crawls and local files, enabling AI agents to efficiently search and retrieve documentation through MCP tools.

MCP Server

mcp server

Scalekit MCP Server

Enables AI assistants to interact with Scalekit's identity and access management platform through natural language queries. Supports managing environments, organizations, users, OIDC connections, workspace operations, and MCP server configurations with OAuth-protected access.