Discover Awesome MCP Servers

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.

MCP Email Service

Enables multi-account email management with AI-powered monitoring, intelligent filtering, and automated notifications across multiple platforms including Gmail, Outlook, QQ Mail, and 163 Mail.

discord-mcp

Control your Discord server with AI. Lets you manage channels, roles, members, messages, and more through natural language.

dsh-plugin-chatcut

MCP server that integrates ChatCut's video editing tools into DeepSeek Harness, enabling AI-powered video editing through natural language, including transcript-based edits, captions, motion graphics, and exports.

guardrails-mcp-server

MCP server for AI agent security guardrails. Provides input validation, prompt injection detection, PII redaction, output filtering, policy enforcement, rate limiting, and comprehensive audit logging.

ms-fabric-mcp-server

Enables AI agents to interact with Microsoft Fabric by exposing tools for managing workspaces, notebooks, SQL queries, pipelines, and Livy Spark sessions. It provides a comprehensive set of operations for data engineering and analytics tasks using standard Azure authentication.

constraints-registry-mcp

A single, queryable source of engineering constraints that coding agents consult at code-generation time, exposed over an MCP server.

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.

Jira Universal MCP Server

Provides a standardized interface for interacting with Jira's tools and services through a unified API.

osrs-calc-mcp

Provides read-only access to OSRS Calc's skill calculators, training plans, FAQ, and official links for Old School RuneScape planning.

SuprSend MCP Server

Manage your entire notification infrastructure using natural language. Trigger workflows, create users, manage preferences, update tenant branding, and access docs — all from Cursor, Claude Desktop, or Windsurf. 24 tools covering email, SMS, push, WhatsApp, Slack, MS Teams, and in-app notifications.

GameMaker Documentation MCP Server

Provides programmatic access to GameMaker Language (GML) documentation through MCP tools for function lookup, documentation search, and comprehensive coding guidance. Includes built-in GameMaker documentation with no additional setup required.

MetaTrader5 MCP Server

Enables trading on MetaTrader5 platform via MCP, including account management, order placement, market data, technical indicators, and signal tools.

agent-browser-ga MCP

Enables AI agents to interact with a user's real Chrome browser tabs, executing JavaScript, reading cookies, and making fetch requests within authenticated sessions.

Databricks MCP Server App

Deploys the Databricks AI Dev Kit MCP server as a Databricks App, exposing over 80 tools for interacting with workspace services like SQL warehouses, Unity Catalog, and AI/BI dashboards. It enables users to manage and query Databricks resources via natural language in the AI Playground using a Streamable HTTP transport.

notebooklm-mcp-2026

MCP server for querying Google NotebookLM notebooks, enabling AI assistants to list notebooks, read sources, and ask questions about them.

architecture-pattern-mcp

Provides architecture design expertise to AI coding agents, analyzing requirements, selecting architecture patterns, generating concrete designs, and evaluating quality attributes.

mcp-semrush

Enables SEO analytics via the Semrush Analytics API, allowing AI agents to query Semrush data through natural language.