Discover Awesome MCP Servers

MCP File Operations Server

Enables secure file management operations within a documents folder, including reading, writing, listing, deleting files and creating directories. Supports all file types with path validation to prevent access outside the designated documents directory.

WinCC V8 MCP Server

MCP server providing access to Siemens WinCC V8 SCADA systems via REST API, enabling tag management, alarm logging, and archive operations.

GitKraken MCP

The GitKraken MCP Server turns your AI assistant into a context-aware development partner by connecting it to git history, branches, issues, pull requests, and multi-repo workflows through GitKraken. It works with all the providers you would expect from the GitKraken software suite such as GitHub, GitLab, Azure DevOps, Bitbucket, Jira, and more.

BeamScope MCP

BeamScope gives AI coding agents access to your running BEAM application through a resilient TCP architecture that survives app restarts.

nworks

NAVER WORKS CLI + MCP server. 26 tools for messages, calendar, drive, mail, tasks, and boards. AI agents can manage NAVER WORKS directly.

hearthstone-oracle

Hearthstone MCP server with card search, deck analysis, and strategy coaching. Gives LLMs access to every Hearthstone card plus built-in strategy knowledge for deck building and gameplay advice.

Prycd Pricing MCP Server

Enables access to the Prycd Pricing API for retrieving estimated property values and performing health checks on the API service.

MCP Server Tester

用于模型上下文协议 (MCP) 服务器的自动化测试工具 - 正在进行中

Panda Odoo MCP Server

Enables seamless interaction with Odoo instances through the Model Context Protocol, supporting CRUD operations, custom method execution, and real-time updates. It offers versatile communication via stdio and HTTP protocols, including support for streaming and Server-Sent Events.

Production MCP Template

A production-grade, extensible Python template for building Model Context Protocol servers with support for Streamable HTTP and stdio transports. It provides a structured framework for implementing tools, resources, and prompts with built-in authentication, observability, and background task management.

TestPilot MCP

Enables AI models (Claude, ChatGPT, GitHub Copilot) to run and analyze local tests, rerun failures, and orchestrate QA workflows using existing UI and API test frameworks.

search-console-mcp

Model Context Protocol (MCP) server that provides AI agents with access to Google Search Console data.

Anki MCP Server

A Model Context Protocol server that bridges Claude AI with Anki flashcard app, allowing users to create and manage flashcards using natural language commands.

AI Workspace MCP Server

Provides a secure workspace for AI-driven file management and Python script execution designed to run on Vercel. It enables tools for full file operations and code execution within a sandboxed environment.

Email MCP Server

这是一个用于处理电子邮件通信的 MCP 服务器，支持多种电子邮件协议和功能。

ableton-mcp

MCP server for controlling Ableton Live, enabling AI assistants to interact with Live sessions through tools for track/clip/scene management, playback control, and device parameter adjustments.

postgresql-mcp

A general-purpose PostgreSQL MCP server with full read-write SQL access, atomic multi-statement transactions, and schema inspection. Works with any PostgreSQL instance — local, Supabase, AWS RDS, or self-hosted — and connects to Claude, Cursor, Windsurf, or any MCP-compatible AI client.

MCP Filesystem Python

A secure, read-only MCP server for browsing and searching files in a specified directory with path traversal protection and .gitignore support.

kr-pc-deals-mcp

Enables AI assistants to search and compare Korean PC parts prices from Danawa and Compuzone, build assembly estimates with automatic compatibility checks, and track price history.

Picsart MCP Server

Enables AI agents and terminals to generate images, video, and audio using 141 models from 28 providers via the Picsart gen-ai API.

ssyubix-agentlink

Cross-device communication between AI agents over the public internet

Palo Alto Networks MCP Server

Enables MCP clients to interact with Palo Alto Networks firewalls and Panorama, providing tools to retrieve address objects, security zones, policies, and system information.

MetroAI — KOLAS Compliance OS

Measurement uncertainty MCP server for ISO/IEC 17025 and KOLAS-accredited laboratories. GUM/MCM/QMC engine + 9 calibration templates (TEM/SEM-EDS/AFM/OCD nano-metrology) + reverse_uncertainty (novel within prior-art search) + Ed25519 audit signatures + W3C PROV-O provenance. v0.6.0, 36 passing tests on Python 3.10–3.12.

MoluAbi MCP Server

Enables complete AI agent lifecycle management through MoluAbi's platform, allowing users to create, manage, and interact with AI assistants. Provides comprehensive tools for agent operations with secure authentication, usage tracking, and payment integration.

pinterest-vision-mcp

MCP server that gives AI agents visual intelligence — search Pinterest, analyze images with LLM vision, build a semantic reference library, and retrieve by style or mood.

Daemon-MCP

Daem0n-MCP provides AI agents with persistent, semantically indexed memory to track decisions, rules, and outcomes across sessions. It actively prevents repetitive mistakes by enforcing context checks and prioritizing information about past failures during recall. Best for Claude Code.

basic-mcp-server

A demonstration MCP server using FastMCP and streamable-http transport. It provides tools like weather and Kusto queries, secured by Microsoft Entra ID OAuth.

MCP Figma

Enables AI assistants to read and modify Figma designs programmatically, supporting design analysis, element creation, text replacement, annotations, auto-layout configuration, and prototype visualization through natural language commands.

Thoughtspot

Thoughtspot