Discover Awesome MCP Servers

MCP System Info Server

A lightweight MCP server that provides real-time hardware statistics including CPU, memory, disk, and NVIDIA GPU usage. It enables users to monitor system performance and retrieve comprehensive host machine specifications through a standardized interface.

WAII MCP Server

Provides database interaction through natural language, enabling query execution and content processing.

MCP Utility Kit

Provides utility tools including random jokes, current weather, and name-based age prediction.

wan2.2-image-generator

基于阿里云通义万相API的MCP图像生成服务器，支持在CherryStudio、VSCode等工具中通过文本生成图像，提供多种风格和尺寸选择。

dsh-cordis-mcp

Exposes DeepSeek Harness dynamic Cordis plugin management to Claude Code via MCP, enabling plugin install, run, stop, inspect, and session handling through natural language.

google-play-mcp-server

MCP server that connects AI assistants to the Google Play Developer API for automated app publishing, subscription management, review monitoring, and tester management.

mullvad-mcp

MCP server for controlling Mullvad VPN through Claude Desktop, Cursor, Windsurf, and any MCP-compatible client. Connect, disconnect, switch locations, check for leaks, manage settings — all via natural language.

CentralOps MCP Server

Exposes a curated subset of the CentralOps HTTP API as typed tools for Claude Code, enabling drift triage, mapping edits, backfill jobs, and quarantine reprocess without raw HTTP calls.

liquidus-005

An MCP server implementing F5 governance-tuple wrapping for composable provenance, providing tools for interacting with the liquidus system.

ko-stock-mcp

Provides Korean stock market data, including DART electronic disclosures and KRX trading information, enabling users to query company profiles, financial statements, and stock trade details via MCP clients.

era5-mcp-server

Enables natural language access to ERA5 climate data from the Copernicus Climate Data Store. Supports downloading monthly means and inspecting NetCDF files.

App Store Connect MCP Server

Enables management of App Store Connect apps including registration, listing, IPA upload, store listing updates, and in-app purchase creation via natural language.

ethereum-validator-queue-mcp

An MCP server that tracks Ethereum’s validator activation and exit queues in real time, enabling AI agents to monitor staking dynamics and network participation trends.

MySQL MCP Server

A lightweight MySQL MCP server that enables LLMs to interact with databases through tools for schema inspection and query execution. It features LLM-friendly formatting, SSL support, and a secure read-only mode with query timeout protections.

ssh-client-mcp

SSH/SFTP server enabling remote command execution and secure file transfers, with integration for Claude AI.

RMS Memory MCP

Persistent, local, cross-IDE memory for AI agents — markdown source of truth, LanceDB-powered semantic search, zero cloud dependency

mcpanonimohealth

MCP server that locally de-identifies health documents, such as prescriptions, reports, images, and PDFs, before use with Codex or Claude Code. It runs OCR and identifier detection on-device and only returns de-identified text to the agent when the automated policy check results in PASS.

LumenX-MCP Legal Spend Intelligence Server

MCP server that enables intelligent analysis of legal spend data across multiple sources (LegalTracker, databases, CSV/Excel files), providing features like spend summaries, vendor performance analysis, and budget comparisons.

Agno Docs MCP Server

Provides access to Agno framework documentation for AI agents, enabling search and retrieval of SDK references, API endpoints, code examples, and integration guides through MCP-compatible tools.

Archy

Architectural sensor for Python codebases. Scores structural health (modularity, acyclicity, depth, equality), detects import cycles, enforces YAML layer rules, and runs a snapshot/diff loop so AI-assisted edits do not silently regress structure.

Excel Explorer

An MCP server that allows LLMs to read, analyze, and interact with Excel files through file operations, data discovery, and comprehensive analysis tools.

FastMCP Science Demo

Exposes science functions like generating random points and plotting sine waves as MCP tools.

Next.js MCP Server

A template MCP server built with Next.js using the Vercel MCP Adapter. Provides a framework for deploying MCP servers with custom tools, prompts, and resources on Vercel with SSE transport support.

MCP RifaExpress Backend

An MCP server designed to interact with the RifaExpress backend via PostgreSQL database queries and REST API integrations. It enables users to manage core entities like companies, users, and plans while providing tools for database schema inspection and health monitoring.

aspark-graph

A lean, local knowledge graph that joins a repo's code to its aSPARK delivery artifacts, enabling agents to trace user stories to code and assess impact of changes, served over MCP.

company-enrichment

Enriches company data from a domain name, providing firmographics, socials, tech stack, and contact info via a pay-per-call x402 micropayment API.

@cryptoapis-io/mcp-blockchain-events

Enables creating and managing webhook subscriptions for blockchain events such as new blocks, confirmed transactions, and token transfers across major blockchains (EVM, UTXO, Solana, XRP).

logsafe

Enables debugging by querying and tailing local log sessions via tools like list_sessions, query_events, and tail_session.

Context3D MCP Server

Enables AI-powered 3D model generation from text and images with PBR textures, supporting blockchain authentication and MCP integration.

ecommerce-sourcing-mcp-ai

Automates cross-platform e-commerce sourcing between JD and Taobao using AI-driven browser automation to search, extract product details, compare prices, and identify profitable arbitrage opportunities.