Discover Awesome MCP Servers

andy

Enables AI agents to learn from their sessions by inspecting history, proposing rules or skills, and automatically persisting them to configuration files.

SpecBridge MCP

A clone-and-own MCP server that exposes OpenAPI/Huma contract intelligence to AI agents by turning API specifications into deterministic endpoint metadata, schemas, validation facts, and TypeScript declarations.

afkbot-mcp

MCP server for AFKBot PTO management that allows users to file and manage time-off requests from any MCP-compatible client.

Pure Data MCP Server

Một máy chủ Giao thức Ngữ cảnh Mô hình (MCP) cho Pure Data, một ngôn ngữ lập trình trực quan mã nguồn mở và môi trường có thể vá để tạo nhạc máy tính thời gian thực.

testing-mcp

Enables AI assistants to write and debug integration tests by providing live access to DOM structure and executing code directly in test environments.

Google Calendar MCP Server

Enables management of Google Calendar events across multiple calendars with natural language support, including searching events, checking availability, creating/updating/deleting events, responding to invitations, and auto-generating Google Meet links.

linux-ssh-mcp-server

Remote Linux operations via SSH, exposed as an MCP server, with tools for filesystem, systemd, Docker, network, and more, using per-user AD authentication and optional sudo elevation.

postgres-mcp-server

Enables AI assistants to securely query and modify PostgreSQL databases, supporting SQL queries, table management, and schema inspection.

Unity MCP Server

Integrates AI assistants with the Unity Editor for scene manipulation, asset management, and testing, plus Unity documentation search via RAG.

AgentPing

Let your AI agent notify you via email, Slack, Discord, or webhook using a single tool.

Aikount MCP

MCP server for Spanish accounting for freelancers and SMEs, enabling AI agents to issue invoices, OCR expense PDFs, reconcile bank transactions, and prepare quarterly VAT (Modelo 303).

Claude-Read-Outlook-Attachments

A MCP server for Claude that reads Outlook emails its attachments through the Microsoft Graph API.

QAE-Claude-mcp-example

Deterministic pre-execution safety certification for autonomous AI agents. Evaluates proposed actions across scope, reversibility, and sensitivity constraints — returns Certified, Warning, Escalate, or Blocked decisions with cryptographic audit trails. 3 tools: certify_action, check_budget, get_certification_history. Built on the QAE Safety Kernel (Rust + PyO3 bindings, pip install qae-safety).

Claude Talk to Figma MCP

Enables Claude Desktop and other AI tools to interact directly with Figma, allowing for powerful AI-assisted design capabilities through natural language commands.

safe-oas2mcp

A safe gateway to convert OpenAPI specs into MCP tools with secure defaults, risk inspection, and confirmation gates.

Google Workspace MCP

A multi-account, token-efficient MCP server for Google Workspace services including Gmail, Calendar, Drive, Docs, and Sheets. It enables secure management of multiple accounts with compact data retrieval and keychain-backed authentication for efficient workflow automation.

Proton Calendar MCP

A dark industrial-themed MCP server that displays your Proton Calendar events directly in Claude Desktop.

Tavily MCP Server

Provides AI assistants with real-time web search, intelligent data extraction from web pages, website mapping, and web crawling capabilities through Tavily's API. Enables comprehensive web research and content analysis through natural language interactions.

trdizin-mcp

MCP server for querying TÜBİTAK TR Dizin academic database, enabling search of publications, journals, authors, and institutions without an API key.

Tokopedia MCP Server

Enables AI assistants to search for products and manage order history on Tokopedia using the Model Context Protocol. It supports advanced filtering, sorting discovery, and authenticated session management via a dual MCP and web interface.

BrowserMCP

Remote browser instances for your AI agents. Reliably complete any browser-based task at scale. Fully-control agentic browsers that spin up in seconds.

npm-trends-mcp

Provides weekly download counts and trend data for npm packages, enabling comparison of adoption velocity across JavaScript libraries.

ParaView-MCP

Integrates multimodal large language models with ParaView to enable the creation and manipulation of scientific visualizations using natural language and visual inputs. It features visual feedback capabilities for iterative refinement, making advanced visualization workflows accessible through intelligent automation.

Gemini Search MCP Server

Tuyệt vời! Tôi hiểu. Tôi sử dụng Gemini API và Google Search để tạo ra câu trả lời dựa trên thông tin mới nhất cho các truy vấn của người dùng. Hãy cho tôi biết bạn cần tôi dịch gì nhé!

YNAB MCP

A Model Context Protocol server that enables Claude Code to interact with You Need A Budget (YNAB) accounts, providing API access for budget management, transaction tracking, and financial insights through OAuth authentication.

Maven Package README MCP Server

Enables AI assistants to fetch comprehensive information about Maven packages from Maven Central, including README content, package metadata, dependencies, and search functionality with GitHub integration.

MCP Control: Your Cross-Platform Package Manager 🚀

Một trình quản lý gói để quản lý tất cả các máy chủ MCP của bạn trên các nền tảng.

sai-roadmap-mcp

An MCP server that exposes certifications, projects, and an AI engineering learning roadmap as callable tools for MCP clients like Claude Desktop.

SuperDB MCP Server

Enables AI assistants to execute SuperSQL queries on data files and SuperDB databases without shell escaping issues. Supports querying, schema inspection, database pool management, and provides LSP features for code completion and documentation.

minipainter

Local-first miniature-paint inventory and cross-brand color matching for AI agents. Search 1,607 paints (Citadel, Army Painter, Vallejo, AK), match by hex or description, and track what you own — 7 tools over stdio.