Discover Awesome MCP Servers

ExcelForge

A Windows-based MCP server that enables AI assistants to manage Excel files through the desktop application, supporting workbook operations, data manipulation, and formula validation. It features robust safety tools including snapshot-based rollbacks, path restrictions, and comprehensive audit logging.

Shopify Python MCP Server

MCP server that integrates with Shopify API, allowing Claude Desktop users to retrieve and manipulate product information from Shopify stores.

shadcn/ui MCP Server

Enables AI assistants to access and manage shadcn/ui v4 components, including source code, demos, blocks, and CLI integration.

ths-stock-trading-mcp

Enables AI agents to automate simulated stock trading on the Tonghuashun trading system, including checking account balances and positions, viewing orders and deals, placing market orders, and canceling pending orders via the MCP protocol.

supershift-mcp

Enables AI clients to read and analyze Supershift schedules from exported calendar data, providing tools to list, filter, summarize shifts, detect conflicts, and estimate pay.

cloudflare-playwright-mcp

MCP server that enables AI assistants to control a browser through Playwright, supporting tasks like navigation, typing, clicking, and taking screenshots.

Airbnb Search & Listings

Enables users to search Airbnb listings with advanced filtering options and retrieve detailed property information through an MCP server interface.

Cleanor Tools

Zero-auth hosted MCP for AI builders: optimize/convert images (WebP/AVIF/JPEG), paste-ready SVG QR codes, plus cited Cleanor Labs data on device storage capacity and next-gen image-format savings. No API key or signup.

Attendee MCP Server

A Model Context Protocol server that allows users to create and manage meeting bots capable of joining video calls, speaking, sending chat messages, and retrieving meeting transcripts.

Wildberries API MCP Server

MCP server that simplifies interaction with Wildberries API, providing unified access to analytics, promotion statistics, sales funnel data, search queries, stock reports, and EVIRMA PRO report imports.

Knowledge Hub

Provides AI assistants with unified access to organizational knowledge across Guru, Notion, and local docs, enabling intelligent document creation, retrieval, and management.

aipatterns-mcp-server

Exposes AI patterns, incidents, benchmarks, and regulatory changes from aipatterns.com.au as callable tools for Claude and other MCP-compatible assistants.

mcp-server-wikijs

An MCP server that lets Claude (or any MCP client) manage a Wiki.js instance through its GraphQL admin API — read and write pages, manage navigation and groups, and trigger Git storage syncs.

Umami MCP Server

Enables AI assistants to interact with Umami Analytics for both Cloud and self-hosted instances. It provides tools to retrieve website statistics, visitor metrics, pageview trends, and real-time active user counts.

Zernio Social Media MCP Server

Enables managing social media accounts, profiles, posts, and media via Zernio's API through natural language.

AdvinPay MCP

MCP server to connect AI assistants to the AdvinPay payment API, enabling PIX charges, transaction queries, and documentation search.

arbor

Arbor is a local-first, high-performance developer tool designed to bridge the gap between static code analysis and AI-driven development.

MyMCP Prompt

MyMCP Prompt is a tool for generating Model Context Protocol (MCP) servers from natural language descriptions. This MVP uses the Google Gemini API to convert user descriptions into functional Python MCP servers with corresponding JSON configurations.

analytics.usa.gov MCP Server

Enables LLMs to query and analyze government website analytics from analytics.usa.gov via the Model Context Protocol, supporting single report, multiple reports, and aggregation tools.

debate-arena

Enables AI agents to engage in structured, turn-based debates with real-time message exchange and human moderation via a web UI.

trip-planner-mcp

Enables AI agents to plan trips by searching flights, accommodations, and activities, and managing itineraries collaboratively with role-based permissions.

Bookstore MCP Server

Full-stack bookstore API with MCP tools for inventory, orders, and members, enabling LLM agents to search books, check stock, and manage orders through natural language.

AgentFund MCP Server

Enables AI agents to fundraise for projects on the Base chain using milestone-based escrow management. It allows agents to create proposals, track funding progress, and generate payment release requests upon completing work.

jenkins-mcp-server

Exposes a Jenkins controller's REST API to MCP-compatible clients, enabling job management, build triggering, and log retrieval through natural language.

mock-mcp

Generates schema-compliant mock data from OpenAPI JSON Schema definitions using AI, enabling seamless testing without manual fixtures.

semantic-code-mcp

A local MCP server that provides semantic code search for Python codebases using tree-sitter for chunking and LanceDB for vector storage. It enables natural language queries to find relevant code snippets based on meaning rather than just text matching.

Oracle MCP Server by CData

Oracle MCP Server by CData

Antigravity Delegate MCP

A local-STDIO MCP server that lets Codex invoke the Antigravity CLI from any project, with project-owned routing guidance and enforceable policies.

vantagate-mcp-server

Human-in-the-Loop authorization gateway for AI Agents. Securely pause MCP workflows and route high-risk actions to human approvers via Slack or Email.

TokenHub MCP

A production-packaged Model Context Protocol server for coding agents that routes large file, git, web, database, and other tasks through token-budgeted tools and workflows.