Discover Awesome MCP Servers

GitLab Forum MCP

Enables searching, reading, and analyzing discussions on GitLab's community forum for troubleshooting CI/CD issues and GitLab features. Pre-configured with GitLab-specific search filters and optimized workflows for support scenarios.

MCP Test Server

A Model Context Protocol server that enables LLMs to interact with user and task data through JSON-RPC, offering tools like user management, task creation, and search functionality.

XDS110 MCP Server

Enables Large Language Models to act as co-debuggers for Texas Instruments embedded systems by providing real-time variable monitoring, memory manipulation, and motor control analysis through OpenOCD proxy architecture. Supports debugging TI microcontrollers with XDS110 debug probes while working alongside Code Composer Studio.

Mcp

羽山データAPIサービスは、MCPプロトコルとの完全な互換性を実現し、データサービスMCP Serverを構築しました。mcp-server-unsense-corp-npmプロジェクトは、企業向けデータ検索サービスサーバーであり、ユーザーは簡単な設定でLLMを通じて羽山データの企業向けデータサービスを迅速に利用できます。MCP Typescript SDKに依存しており、MCPプロトコルをサポートするエージェントアシスタントに迅速に接続できます。

TokenScope

A Model Context Protocol server that enables token-aware directory exploration and file analysis for LLMs, helping them understand codebases through intelligent scanning and reporting.

CucumberStudio MCP Server

CucumberStudioからAIアシスタントにコンテキストを提供するModel Context Protocolサーバーを実装します。これにより、AIアシスタントはデータを取得し、テストシナリオ、フィーチャー、その他のCucumberStudioリソースを生成または変更できます。

GitHub MCP Server Extension for Zed

Zed 用の GitHub MCP Server 拡張機能

Redis Cloud API MCP Server

Manage your Redis Cloud resources effortlessly using natural language. Create databases, monitor subscriptions, and configure cloud deployments with simple commands. Streamline your Redis Cloud experience and enhance productivity with intuitive interactions.

🤖 MCP Server Examples with AutoGen

このリポジトリは、AutoGenを使用してローカルおよびリモートのMCP（Model Context Protocol）サーバーを統合する方法を示しています。算術演算などのタスクのために、Stdioを使用するローカルの数学ツール（math_server.py）と、SSEを介してApifyツール（RAG Web Browser Actor）を使用するリモートツールを紹介します。

MCP Website Fetcher

A lightweight MCP server implementation that provides a simple tool for fetching website content, demonstrating how tools can be exposed and interacted with using the MCP protocol.

Redshift MCP Server

Enables LLMs and AI agents to securely query and interact with Amazon Redshift databases with configurable access modes (readonly, readwrite, admin) for safe data exploration and management.

Financial MCP Server

Provides mock financial data including bank transactions, credit reports, and EPF details for the Finarrator application through authenticated API endpoints.

trykittai-mcp-server

trykittai-mcp-server

Google Workspace MCP Connector

A ChatGPT custom connector that enables users to access, create, and manage Google Workspace files (Drive, Docs, Sheets, Slides) directly through ChatGPT using OAuth 2.0 authentication.

Jokes MCP Server

Enables users to retrieve jokes from various categories including Chuck Norris jokes and dad jokes. Provides a humor-focused tool that can be integrated into Microsoft Copilot Studio agents for delivering appropriate and engaging jokes upon request.

VLLM MCP Server

Enables text-only models to process images and other media formats by providing access to multimodal models from OpenAI and Dashscope (Alibaba Cloud). Supports flexible deployment options and comprehensive tooling for multimodal AI interactions.

QQ Channel Data Collector

Enables automated collection and AI-powered filtering of public QQ channel posts, comments, and images. Supports natural language criteria for content filtering and provides structured data storage in JSON/CSV formats.

Playwright MCP

MCP用のPlaywrightラッパー。LLM（大規模言語モデル）を活用したクライアントが、自動化タスクのためにブラウザを制御できるようにします。

1313

1313

Readwise MCP HTTP Server

Enables searching and accessing Readwise highlights and documents through HTTP endpoints using the Model Context Protocol. Provides vector and full-text search capabilities with streaming responses for retrieving reading highlights and notes.

Tasks MCP Server

Enables task management through natural language commands in English or Spanish. Supports creating, listing, updating, completing, and deleting tasks with local SQLite storage.

Printer MCP Server

Provides comprehensive enterprise printer information including specifications, pricing, troubleshooting, and setup instructions for major printer brands. Enables sales teams to find and compare printers, calculate TCO, and get recommendations, while service teams can access error code resolutions and configuration guides.

mcp-cisco-support

A production-ready TypeScript MCP (Model Context Protocol) server for Cisco Support APIs with comprehensive security and dual transport support. This extensible server provides access to multiple Cisco Support APIs including Bug Search, Case Management, and End-of-Life information.

Report Builder MCP Server

Formats AI agent outputs into professional reports, emails, and documents with branding, quality validation, and executive summaries for enterprise AI operations.

MCP-Add-Weather

A multi-agent system that connects a math server and weather server, allowing users to perform mathematical operations and retrieve weather information based on the numerical results.

Vault MCP Server

趣味レベルのVault用MCPサーバー