Discover Awesome MCP Servers

logsafe

Enables debugging by querying and tailing local log sessions via tools like list_sessions, query_events, and tail_session.

Context3D MCP Server

Enables AI-powered 3D model generation from text and images with PBR textures, supporting blockchain authentication and MCP integration.

ecommerce-sourcing-mcp-ai

Automates cross-platform e-commerce sourcing between JD and Taobao using AI-driven browser automation to search, extract product details, compare prices, and identify profitable arbitrage opportunities.

LumenX-MCP Legal Spend Intelligence Server

MCP server that enables intelligent analysis of legal spend data across multiple sources (LegalTracker, databases, CSV/Excel files), providing features like spend summaries, vendor performance analysis, and budget comparisons.

Agno Docs MCP Server

Provides access to Agno framework documentation for AI agents, enabling search and retrieval of SDK references, API endpoints, code examples, and integration guides through MCP-compatible tools.

Archy

Architectural sensor for Python codebases. Scores structural health (modularity, acyclicity, depth, equality), detects import cycles, enforces YAML layer rules, and runs a snapshot/diff loop so AI-assisted edits do not silently regress structure.

Shelf-MCP

Manage a personal library of books, movies, TV shows, and games via Claude, with the ability to add items by photographing a shelf.

FastMCP Science Demo

Exposes science functions like generating random points and plotting sine waves as MCP tools.

Next.js MCP Server

A template MCP server built with Next.js using the Vercel MCP Adapter. Provides a framework for deploying MCP servers with custom tools, prompts, and resources on Vercel with SSE transport support.

Yahoo Finance MCP Server

Real-time stock market data for Claude Desktop and any MCP-compatible client, powered by Yahoo Finance.

Kodit

A Code Indexing MCP Server that connects AI coding assistants to external codebases, providing accurate and up-to-date code snippets to reduce mistakes and hallucinations.

Telegram MCP Server

A Telegram integration for Claude, Cursor, and other MCP-compatible clients. It exposes Telegram account, chat, message, contact, media, folder, and admin operations through the Model Context Protocol using Telethon.

Excel Explorer

An MCP server that allows LLMs to read, analyze, and interact with Excel files through file operations, data discovery, and comprehensive analysis tools.

jitbit-helpdesk-mcp

An MCP server that lets AI assistants search and read support tickets from Jitbit Helpdesk. Works with both SaaS and on-premise installations.

mcp-lens-org

Enables patent and scholarly works search on Lens.org. Supports natural language queries and direct tool calls.

lambdamoo-mcp

MCP server for LambdaMOO programming assistance. Provides semantic search over verbs and help topics, canonical symbol lookup, and a syntax primer to coding agents.

Mail Notification MCP

Sends engineering progress and human approval emails via SMTP, reads replies over IMAP, and tracks approval decisions through MCP tools.

Company Skills Gateway

This MCP server reads team SKILL.md files from a local folder and returns relevant ones to Cursor, while recording usage in a local SQLite database.

Oracle Sales MCP Server by CData

This read-only MCP Server allows you to connect to Oracle Sales data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

PROXY6 MCP Server

Enables managing proxies through the PROXY6.net API, including account info, proxy listing, purchasing, prolonging, and checking.

ensp-mcp

Enables AI assistants to automate management and configuration of Huawei eNSP virtual network devices via Telnet, supporting device discovery, command execution, status query, and network diagnostics.

Framer MCP

Give Claude full control over your Framer project — canvas, CMS, and design system.

mcp-fifa-scheduler

An MCP server that creates calendar events for FIFA World Cup matches and sends email reminders with match details.

iCloud CalDAV MCP Connector

An MCP server that enables interaction with iCloud Calendars via the CalDAV protocol using an app-specific password. It allows users to list, create, update, and delete calendar events through MCP-aware clients like ChatGPT.

MCP Seekr Server

Enables web search through Google and Wikipedia plus content extraction from any webpage via the Seekr API. Provides real-time search results with advanced filtering options and clean text extraction capabilities.

mcp-highcharts

Enables AI agents to render interactive Highcharts visualizations directly within VS Code chat conversations. It supports over 17 chart types with GitHub Primer styling and advanced features like drilldown and WebGL rendering.

boston-harbor-ferries

MCP server to track Boston Harbor commuter ferries in real-time, providing vessel positions, routes, and schedules.

JakartaMigration

A Model Context Protocol (MCP) server that provides AI coding assistants with specialized tools for analyzing and migrating Java applications from Java EE 8 (javax.) to Jakarta EE 9+ (jakarta.).

Concept Tracker

Automatically extracts technical concepts from AI coding conversations, organizes them into a searchable knowledge base with hierarchy and categories, and links them to specific locations in your codebase.

iKuai MCP Server

An MCP server that provides 229 tools to control iKuai routers, enabling AI assistants to manage network settings, monitoring, security, and more through natural language.