Discover Awesome MCP Servers

TaskFlow MCP

A task management Model Context Protocol server that helps break down user requests into manageable tasks with subtasks, dependencies, and notes, while enforcing a structured workflow with user approval steps.

MCP Example Express

A basic example of developing and running serverless Model Context Protocol (MCP) using Netlify Functions, demonstrating how to deploy and access MCP functionality through customized URLs.

MCP: Model Context Protocol

A system that manages context for language model interactions, allowing the model to remember previous interactions across multiple independent sessions using Gemini API.

Math Calculator MCP Server

Provides basic mathematical operations (addition, subtraction, multiplication, division) through a calculate tool. Supports both stdio and HTTP/SSE transport modes.

Piwik PRO MCP Server

Enables AI assistants to manage Piwik PRO Analytics resources including apps, tags, triggers, variables, audiences, and tracker settings through natural language commands. Supports comprehensive analytics configuration and tag management operations.

Playwright MCP

A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without requiring screenshots or vision models.

Jira MCP Server

一个兼容 Jira V2 和 V3 API 以及自定义字段的 MCP 服务器

Excel MCP Server

Enables AI agents to create, read, and manipulate Excel files without requiring Microsoft Excel installation. Supports comprehensive spreadsheet operations including formulas, formatting, charts, pivot tables, and data validation.

Video Content Summarization MCP Server

Extracts content from multiple video platforms (Douyin, Bilibili, Xiaohongshu, Zhihu) and generates intelligent knowledge graphs with OCR text recognition capabilities.

kube-mcp

一个 MCP 服务器，它可以通过自然语言与 Kubernetes/Minikube 集群进行交互，从而允许像“代号鹅”（Codename Goose）这样的 AI 代理通过模型上下文协议（Model Context Protocol）来管理 Kubernetes 资源。

Breez MCP Server

Enables Lightning Network wallet operations through the Breez SDK, allowing users to check balances, send/receive payments, create invoices, and manage Bitcoin Lightning transactions via natural language.

MCP Video Parser

A video analysis system that uses AI vision models to process, analyze, and query video content through natural language, enabling users to search videos by time, location, and content.

MCP Microsoft Teams Server

集成了 Microsoft Teams 消息功能的 MCP 服务器（读取、发布、提及、列出成员和线程）

Google Ads MCP Server

Enables comprehensive Google Ads campaign management and analytics through the Google Ads API. Supports querying campaigns, ad groups, keywords, performance metrics, and executing custom GAQL queries with token-efficient implementation.

Sessionize

MCP server for accessing Sessionize event data. Query speakers, sessions, and schedules from any Sessionize-powered conference using natural language.

MD-PDF MCP Server

An MCP server that enables bidirectional conversion between Markdown and PDF formats, including text extraction from specific pages and metadata retrieval. It supports customizable PDF output sizes and document processing through standard MCP tools.

AI Diagram & Prototype Generator

Enables generation of professional diagrams and interactive prototypes from natural language descriptions using multiple AI models. Supports creating draw.io diagrams, HTML prototypes, and styled mobile app interfaces with Apple HIG and WeChat Mini Program design standards.

BALLDONTLIE Sports MCP Server

Provides access to comprehensive sports data from 5 major leagues (NBA, NFL, MLB, EPL, NHL) including teams, players, games, statistics, standings, injuries, and betting odds through 67+ endpoints. Enables users to query sports information and analytics through natural language.

Databricks MCP Server

Enables AI assistants like Claude to interact with Databricks workspaces through secure OAuth authentication. Supports custom prompts, tools for cluster management, SQL execution, and job operations via the Databricks SDK.

Linear MCP Server

通过标准化的模型上下文协议界面，提供对 Linear 问题跟踪系统的访问，允许用户通过自然语言创建、更新、搜索和管理问题、项目和评论。

File Context MCP Server

Enables AI assistants to read, search, and analyze local file systems with tools for reading file contents, listing directories, searching by patterns, and analyzing folder structures for context-aware queries.

Nexar MCP Server

Enables searching for electronic components through the Nexar Supply API, providing detailed part information including manufacturer, pricing, specifications, and datasheets.

Kiro MCP Memory

An enhanced MCP server that provides intelligent memory and task management for AI assistants, featuring semantic search, automatic task extraction, and knowledge graphs to help manage development workflows.

MCP Memory Tracker

A Model Context Protocol (MCP) server that provides persistent memory capabilities using OpenAI's vector stores, allowing AI assistants to save and search through memories across conversations.

Headless IDA MCP Server

一个服务器，通过 IDA Pro 的无头模式提供远程二进制分析功能，允许用户通过多客户端协议管理和操作函数、变量以及其他二进制元素。

Netskope NPA MCP Server

Provides an interface to manage publishers, upgrade profiles, access policies, and steering for Netskope's Network Private Access (NPA) API.