Discover Awesome MCP Servers

paperless-ngx-mcp

Enables Claude AI to interact with Paperless-NGX document management through natural language, offering 50 tools for full CRUD operations and management.

google-drive-mcp-server

Google Drive + Workspace MCP — 98 tools for Docs, Sheets, Slides, Shared Drives, Labels, Approvals. Supports OAuth2 and Service Account + Domain-Wide Delegation.

MCP Orchestrator

A sophisticated server that coordinates multiple LLMs (Claude, Gemini, etc.) using the Model Context Protocol to enhance reasoning capabilities through strategies like progressive deep dive and consensus-based approaches.

GlossModMCP

为Claude和其他LLM应用提供3DM Mod网站的数据访问能力，让用户可以通过自然语言查询和获取Mod信息。

WetLab-MCP

Enables AI-assisted molecular biology experiment design with tools for qPCR primer design, cloning strategy optimization, TaqMan probe design, and multiplex compatibility analysis.

marketcal

Provides correct trading day and settlement date calculations for multiple exchanges, with no external API calls.

GoHighLevel MCP Server

Connects Claude Desktop to GoHighLevel CRM, providing 269+ tools across 19 categories for complete contact management, messaging, sales, marketing, e-commerce, and business operations through AI automation.

Pagila MCP Server

Enables interaction with the Pagila sample PostgreSQL database through natural language queries and SQL execution, supporting safe SELECT operations and text-to-SQL conversion.

Axom MCP Server

Provides persistent SQLite-based memory and unified tool abstraction for AI agents to support long-term context and complex tool chaining. It enables automated code analysis, file operations, and environment discovery through a standardized interface.

mcp-rust-docs

Provides access to Rust crate documentation, search, and metadata from docs.rs and crates.io.

snapforge-mcp

Enables AI agents to capture screenshots and generate PDFs from URLs or HTML via the SnapForge API.

Damn Vulnerable MCP Server Demo

A vulnerable MCP server implementation that demonstrates how poor coding practices can lead to security issues like Remote Code Execution, designed for educational purposes to add numbers.

linkwarden-mcp

Enables managing bookmarks via the Linkwarden API with token-frugal tools for listing collections and links, adding/moving/deleting links, and creating collections.

SportIQ

48 AI-callable tools for FIFA World Cup 2026 football, Formula 1, and IPL cricket — Monte-Carlo bracket simulations, F1 pit-strategy modeling, and a Dream11 ILP optimizer, plus live odds and value-bet detection. Free, open-source, and works with any MCP client via uvx.

Polish Cybersecurity MCP

Enables querying Polish cybersecurity regulations, advisories, and frameworks from NASK/CERT Polska via Claude or any MCP-compatible client.

Nager MCP v202 MCP Server

An MCP server that provides access to the Nager.Date API, enabling AI agents to retrieve public holiday information for various countries. It facilitates seamless integration with LLMs through standardized tools and Docker-based deployment.

Study Tools MCP

An AI-powered study assistant that generates quizzes, flashcards, summaries, and concept explanations from study materials using the Model Context Protocol.

pwpush-mcp

An MCP server for Password Pusher that allows creating, previewing, and managing self-destructing secret links without retrieving the secret payload.

ai-furniture-hub

MCP server for AI agents providing 300 curated Japanese home & lifestyle products across 31 categories. Features mm-precision dimension search, related-item chains (1 product → 3-5 accessories), shelf+storage coordination, and Rakuten/Amazon affiliate links.

CloudStack MCP

proof of concept MCP server for apache cloudstack

mcp-emailjs

An MCP server for EmailJS that enables AI agents to send emails, validate configurations, and query email history through natural language.

email

A Model Context Protocol (MCP) server that enables Claude Desktop to manage emails via SMTP and IMAP. Send emails, fetch unread messages, and create draft replies directly from conversations.

json-sanity

Deterministic JSON validation and repair for AI agents. Validates, repairs, schema-checks, and diffs JSON so long-running agents don't corrupt their session state with malformed writes.

meta-ads-mcp

MCP server for Meta Marketing API v25.0 — 123 tools for Facebook & Instagram ad campaign management

Documentation MCP

Analyzes codebases to automatically generate README, API docs, architecture diagrams, and CHANGELOG.

ai-testcase-generator-mcp

Generates comprehensive API test plans (positive, negative, and boundary/edge cases) from endpoint metadata using LLMs, and exports them as Excel files.

ddg-search-mcp

DuckDuckGo Search MCP Server. Scrapes DuckDuckGo Lite directly — no API key required, no rate limits, robust anti-bot protection.

@meshbrow/mcp-server

MCP server for Meshbrow that gives AI agents full browser automation capabilities with stealth anti-detection, enabling natural language control of browser sessions, data extraction, and multi-browser fleets.

CodeMap MCP

CodeMap is a Roslyn-powered MCP server that lets AI agents navigate C# codebases by symbol, call graph, and architectural fact, instead of brute-force reading thousands of lines of source code. One tool call. Precise answer. No context flood.