Discover Awesome MCP Servers

Confluence Downloader

Downloads Confluence Cloud pages as Markdown with images, preserving folder hierarchy and providing YAML frontmatter.

timeseries-mcp

Deterministic time-series statistics for AI agents. This MCP server gives any LLM agent unit-tested statistical tools — anomaly detection, changepoint detection, seasonal decomposition, stationarity/trend tests, data-quality audits, baseline forecasts — with schema-validated structured output and no arbitrary code execution.

Safari MCP Server

Native Safari browser automation for AI agents. 80 tools via AppleScript — zero overhead, keeps logins, runs silently in background. Drop-in alternative to Chrome DevTools MCP with 40-60% less CPU/heat on Apple Silicon.

Paint MCP

Controls Windows Paint from Claude via GUI automation, enabling drawing of lines, rectangles, and freehand strokes on the canvas.

Semantica Search MCP

Semantic code search for Claude Code, enabling natural language codebase indexing and search using AI embeddings.

MCP Server Starter

A starter template for building MCP servers that enable AI assistants to interact with custom tools and data.

codex-memory

Provides curated long-term memory for Codex CLI via MCP, with Markdown-based storage, deduplication, and decay-based forgetting.

PowerPoint Automation MCP Server

Enables AI assistants to create, modify, and manage PowerPoint presentations programmatically using python-pptx.

wu-weather-mcp

Exposes Weather Underground personal weather station data as tools in Claude, enabling queries for current conditions, daily summaries, hourly history, and station metadata.

merchant-check-mcp

MCP server that scores merchant risk and reputation via a paid check_merchant tool, returning trust tiers and price-fairness readings for shopping agents.

MCP Master Puppeteer

An advanced MCP server for browser automation using Puppeteer, specifically optimized for token efficiency through minimal data returns and progressive enhancement. It enables agents to navigate pages, capture LLM-optimized screenshots, extract structured content, and perform batch interactions.

mcp-gauge

An MCP server that enables coding agents to autonomously test, evaluate, and tune other MCP servers by acting as a proxy and providing linting, trace recording, evaluation, comparison, and reporting tools.

Figma MCP Server

Gives AI-powered coding tools like Cursor access to Figma design data, enabling them to fetch metadata and implement designs accurately.

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.

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.

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。

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.

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.

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.

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