Discover Awesome MCP Servers

PubMed MCP Server

MCP server for searching PubMed scientific articles using NCBI E-utilities API. Supports query, fetch summaries, and full text retrieval with caching and rate limiting.

gitlab-duo-mcp-bridge

Wraps GitLab Duo CLI as an MCP tool for code review, enabling agents to get structured Duo reviews via duo_review.

JSR MCP

Model Context Protocol server for the JSR (JavaScript Registry)

Tradingview Chart MCP

Tradingview Chart MCP

✨ Awesome Model Context Protocol (MCP) Servers

🧩 Danh sách chọn lọc các máy chủ Giao thức Ngữ cảnh Mô hình (MCP) giúp mở rộng AI bằng ngữ cảnh thực tế: tệp, API, cơ sở dữ liệu và hơn thế nữa.

PostgreSQL MCP Server

Cho phép các tác nhân AI tương tác với cơ sở dữ liệu PostgreSQL thông qua Giao thức Ngữ cảnh Mô hình (Model Context Protocol), cung cấp khả năng khám phá lược đồ cơ sở dữ liệu, kiểm tra cấu trúc bảng và thực thi truy vấn SQL.

hermes-computer-use

Pixel-level browser automation MCP server that drives a real Chrome browser using screenshots as vision input and OS-level mouse/keyboard as output, evading anti-bot detection.

Stock Analysis MCP Server

Provides comprehensive stock analysis tools including chip distribution, pattern detection, trend reversal analysis, company fundamentals, and market scanning for bullish/bearish signals using Yahoo Finance and FMP data.

MCP Testing Library

Môi trường thử nghiệm cho các máy chủ MCP

debug-mcp-server

Bridges web browsers and Claude Code for seamless debugging workflows by receiving debug data from browser widgets and exposing it to Claude Code via MCP protocol.

mcp-trademark

USPTO Trademark Watcher MCP server enabling trademark search, watch, and alert management from within Claude or other MCP clients.

scratchattach-mcp

Máy chủ MCP cho Scratch, được cung cấp bởi scratchattach.

Planfix MCP Server

Integration between Planfix business process management system and Model Context Protocol (MCP) for use with Claude and other AI assistants, enabling task management, project handling, contact management, and analytics reporting through natural language.

wsl-mcp

A MCP terminal management server with persistent sessions and terminal polling, optimized for Windows + WSL environments.

@theyahia/1c-rest-mcp

MCP-сервер для REST API 1С:Предприятие через OData 3.0 -- справочники, документы, регистры, отчёты.

Jira MCP Server with OAuth

Enables seamless Jira integration through browser-based OAuth authentication, providing tools for issue management, JQL search, and project access without manual API token configuration.

Groundcheck

Verifies factual claims against live sources and returns a verdict, confidence score, and citations for any agent to use before stating uncertain facts.

Agentic Product Protocol MCP Server

Klarna-style product discovery for AI shopping agents. Makes product catalogs machine-readable so AI agents can search, compare, and purchase products programmatically.

ModelScope MCP Server

Enables AI agents and chatbots to access ModelScope's ecosystem of AI resources, including image generation, resource discovery, and more through conversational interactions.

mcp-twfood

MCP server for Taiwan's agricultural wholesale market real-time price data, providing 6 tools to search products and query trade data at daily, weekly, monthly, yearly granularities, plus cross-market comparisons.

mcp-bigquery-evals

A BigQuery MCP server with mandatory cost guardrails that dry-run every query before execution, and a measurable accuracy badge from an eval harness.

mcp-labrat

An MCP server that enables interaction with CalDAV calendars to manage events and check availability through natural language or voice commands. It provides specific tools for listing, searching, and creating calendar entries using an OpenAI-compatible interface.

ABLESTACK MOLD MCP Server

Exposes ABLESTACK MOLD API through MCP tools with the mold_\* namespace, enabling direct CloudStack API calls, exploration, and debugging. Supports automatic API registration, async polling, parameter expansion, and signature debugging for comprehensive cloud infrastructure management.

telegram-mcp

Connects AI tools to Telegram via MCP, enabling reading chats, sending messages, managing groups, and more using your own account.

SAP Fieldglass MCP Server by CData

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

Teradata MCP Server

Enables AI agents and users to query, analyze, and manage Teradata databases through modular tools for search, data quality, administration, and data science operations. Provides comprehensive database interaction capabilities including RAG applications, feature store management, and vector operations.

sfluv-mcp

MCP server for SFLUV that exposes workflows, votes, and wallet data to AI agents with per-user OAuth authorization.

Code Buddy

A comprehensive MCP server that provides AI assistants with tools for file system management, Git integration, and shell command execution. It features specialized code utilities for analysis, formatting, and linting to enhance development workflows within Claude Desktop.

ActiveCampaign MCP Server

An MCP server that enables AI tools to interact with ActiveCampaign API, allowing contact management and tracking event analysis through natural language queries.

mcp-server-ads

An MCP server for the NASA Astrophysics Data System (ADS) that enables searching, citation graph traversal, and bibliography management for astrophysics literature. It provides tools for computing citation metrics, resolving astronomical object names, and managing paper libraries through natural language.