Discover Awesome MCP Servers

xai-toolkit

Provides deterministic, plain-English narratives explaining machine learning model predictions via the Model Context Protocol. It enables users to query classification factors directly through natural language, bypassing the need for complex plots or manual code execution.

Dev Tool MCP

Provides web crawling and browser automation capabilities with support for multiple content formats (HTML, JSON, PDF, screenshots, Markdown), page content extraction, console message monitoring, and network request tracking.

MCP PyODBC Server

Sebuah server MCP ringan yang memungkinkan akses dan kueri database melalui koneksi ODBC, dengan dukungan khusus untuk fitur DBMS Virtuoso seperti SPARQL dan bantuan AI melalui bahasa alami.

MCP Outlook Server

Enables AI agents to interact with Microsoft Outlook via the Microsoft Graph API for managing emails and calendar events. It allows users to read and send emails, list messages, and create calendar appointments with automatic Teams links.

pptx-mcp-server

MCP server for creating, reading, and editing PowerPoint (.pptx) presentations.

Validate

This MCP server assists founders in customer discovery by structuring hypotheses, finding interviewees, generating call guides, and synthesizing insights to achieve product-market fit.

Mund

MCP security scanner for AI agents - detects prompt injection, secrets, PII, and vets MCP servers before installation

Antigravity Agent Config

Provides tools to manage, initialize, and synchronize standardized agent configurations and specialized workflows across various projects. It enables AI agents to access global rules and role-specific guidelines for development, design, and planning via the Model Context Protocol.

Fizzy MCP Server

Enables AI agents to interact with the Fizzy task management tool through 40 specialized tools for managing boards, cards, and comments. It supports comprehensive task operations including card creation, triaging, and user assignments with built-in retry logic and secure authentication.

webclaw-mcp

MCP browser agent that runs as a Chrome extension. Control your real Chrome browser with 17 MCP tools — uses accessibility tree with @ref labels for low token usage. Supports WebMCP native tools.

MiniMax Search MCP Server

MCP server enabling parallel web search and batch browsing with intelligent content understanding via MiniMax LLM.

pykrx-mcp

Provides Korean stock market data (KOSPI, KOSDAQ, KONEX) including prices, fundamentals, investor trading, short selling, and indices via MCP protocol, enabling natural language queries from AI agents like ChatGPT and Claude.

perceptdot

Auto-discovers MCP servers for your project and tracks ROI per session. One install: npx -y @perceptdot/core. Your agent finds its own tools and reports tokens saved.

Remote MCP Server on Cloudflare

A template for deploying authentication-free MCP servers on Cloudflare Workers, enabling custom tool creation and integration with Claude Desktop and AI Playground.

CNAP内置功能

Implementasi Server MCP GitLab

jstage-mcp

Exposes J-STAGE WebAPI as four tools for searching articles, issues, journals, and resolving DOIs, returning bilingual JSON with attribution.

Discord MCP Server

A Model Context Protocol (MCP) server for the Discord integration with MCP-compatible applications like Claude Desktop.

Inventory Management AI MCP

Inventory Management AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

K-Personal MCP

A personal desktop automation MCP server providing tools for screen/mouse/keyboard control, Windows UI automation, headless browser automation, file management, app execution, clipboard management, and a personal SQLite database for todos, notes, and habits.

etsy-mcp

A production-grade MCP server that enables AI assistants like Claude to read Etsy shop data—listings, orders, inventory, and stats—through eight read-only tools, using OAuth and automatic pagination.

massive-mcp

MCP server exposing Massive.com's REST Stocks API for querying stock market data via Claude Desktop/Code.

SafeFlo

Local MCP server for Claude Code providing persistent memory, task planning, and agent coordination with full transparency and no network calls.

iMessage MCP Server

Enables Claude to send and read iMessages on macOS, with smart contact lookup, message history retrieval, and cross-conversation search using natural language commands.

mcp-ssh-gateway

Enables managing Linux servers via SSH with tools for command execution, file operations, service management, and log analysis.

AutoDocs MCP Server

Automatically provides AI assistants with contextual, version-specific documentation for Python project dependencies by scanning pyproject.toml files. Eliminates manual package lookup and enables more accurate coding assistance through seamless integration with AI tools.

artefact-mcp-server

Revenue intelligence MCP server: RFM analysis, 14.5-point ICP scoring, pipeline health scoring. Embeds Artefact Formula methodology. HubSpot integration.

APIClaw

The API layer for AI agents. World's biggest API index with 22,000+ APIs and growing. Agents discover and call APIs at runtime with semantic search, structured metadata, and 18 Direct Call APIs including AI providers.

Read-Website

一个快速、高效的网页内容提取工具，将网页转换为干净的Markdown格式，适用于AI代理、IDE和LLM管道。

mcp-universal-crawler

Enables AI to autonomously search, filter, and download images from the web using natural language commands, with intelligent scoring and local storage.

File Organizer MCP

A powerful, security-hardened MCP server for intelligent file organization. Provides high-level atomic tools for organizing files into categories, detecting duplicates, extracting EXIF/ID3 metadata, scheduling automatic organization, and more — for use with Claude, Cursor, and Gemini CLI.