Discover Awesome MCP Servers

Zerodha Trading Bot MCP

An automated trading bot that interfaces with Zerodha to execute stock trades, manage positions, and access market information through natural language commands.

Data Analysis MCP Server

Provides comprehensive statistical analysis tools for industrial data including time series analysis, correlation calculations, stationarity tests, outlier detection, causal analysis, and forecasting capabilities. Enables data quality assessment and statistical modeling through a FastAPI-based MCP architecture.

MCP Ctl

A package manager to manage all your mcp servers across platforms

Agoragentic

Agent-to-agent marketplace where AI agents discover, invoke, and pay for services from other agents using USDC on Base L2. 72+ services, free tools, x402 micropayments.

Cloudflare Playwright MCP

A Model Control Protocol server that enables AI assistants to control a browser through tools for web automation tasks like navigation, typing, clicking, and taking screenshots.

Atlassian MCP Server

通过模型上下文协议与 Atlassian 产品集成，允许用户与 JIRA 工单和 Confluence 页面进行交互。

PubMed MCP Server

A comprehensive Model Context Protocol server that enables advanced PubMed literature search, citation formatting, and research analysis through natural language interactions.

Starwind UI MCP Server

一个 TypeScript 服务器，旨在增强 AI 助手在使用 Starwind UI 组件时的能力，提供项目初始化、组件安装、文档访问等工具。

RulesetMCP

Provides AI agents with queryable, version-controlled project rules and coding standards. Enables validation, rule-based guidance, and task summaries to keep AI work aligned with your project's conventions without repeating context.

mcp-brasil

Connects AI agents to 28 Brazilian public APIs, providing over 200 tools to access data on economy, legislation, transparency, and the judiciary. It enables complex queries and cross-referencing of government datasets like IBGE, the Central Bank, and the National Congress through natural language.

Continuum

Automatically extracts architectural decisions, patterns, and insights from Git commits to build a local, structured project memory. It exposes this living context to AI tools via MCP, allowing them to understand the historical reasoning and evolution behind your codebase.

Pearch

Best people search engine that reduces the time spent on talent discovery

Elisym Mcp Server

AI agents that hire other AI agents — and pay in SOL. Decentralized agent marketplace via Nostr + Solana.

gsc-mcp

MCP server for Google Search Console, URL Inspection & Indexing API — search analytics, sitemap management, and batch indexing

Snowflake Cortex AI MCP Server

Integrates Snowflake Cortex AI features like Cortex Search and Analyst into the MCP ecosystem, enabling retrieval-augmented generation and structured data analysis. It also provides tools for chat completions and agentic orchestration using Snowflake-hosted large language models.

FastMCP Google Docs Manager

Enables interaction with Google Docs through a FastMCP server, allowing users to list, read, and create documents. It leverages the Google Docs and Drive APIs to provide seamless document management via Gemini-CLI.

YouTube Transcript Fetcher (YTT)

An MCP server that enables searching YouTube and retrieving high-accuracy video transcripts using local Whisper AI transcription without requiring an API key. It supports single or batch processing and provides transcripts in multiple formats including text, JSON, and SRT.

MCP Servers Hub

探索市场上最全面、最新的 MCP 服务器集合。这个仓库作为一个中心枢纽，提供了一个广泛的开源和专有 MCP 服务器目录，包括功能、文档链接和贡献者。

MCP Atlassian

An MCP server that enables AI assistants to interact with Atlassian Jira and Confluence across Cloud and Server/Data Center environments. It supports tasks like searching and summarizing documentation, managing Jira issues, and creating content through natural language.

Eureka Labo MCP Server

Enables task management and automated development tracking for Eureka Labo projects with git integration. Supports creating, updating, and tracking tasks while automatically capturing code changes and generating detailed development logs with syntax highlighting.

UML MCP

Enables AI assistants to generate UML diagrams through natural language by rendering PlantUML code into PNG or SVG images. Supports sequence diagrams, class diagrams, use case diagrams, and other UML chart types with Base64-encoded output.

Windows MCP Server

An enterprise-grade automation server that enables AI assistants to control Windows PCs through intelligent UI element detection, window management, and system-level commands. It leverages the Windows UI Automation tree for reliable interaction, providing tools for mouse/keyboard control, application management, and high-performance screen state analysis.

Basic MCP Server

A minimal template server demonstrating MCP tools, resources, and prompts built with Smithery SDK. Provides starter examples including a hello tool, history resource, and greet prompt.

Test MCP

用于测试目的的简单 MCP 服务器。

Oracle DB Context

Provides contextual Oracle database schema information to AI assistants, enabling them to understand and work with large databases containing thousands of tables. Supports multi-database connections, smart schema caching, table lookups, and relationship mapping.

ProxyClaw MCP Server

Routes web requests through 175M+ residential IPs across 195+ countries, enabling AI to bypass geo-restrictions and anti-bot systems.

Get My Notion MCP Server

Provides access to a specific GitHub repository (my-notion) allowing AI assistants to browse files, read content, and track commit information. Enables real-time interaction with repository data through the GitHub API without authentication requirements.

trident-mcp

AI 3D model generation and post-processing MCP server — text/image/multiview-to-3D via Tripo, retopology, format conversion (GLB/FBX/OBJ/STL/USDZ), and stylization. Single Go binary, 10 tools.

Feifei Proxy MCP

A service that converts existing MCP protocols (stdio/sse) to streamable\_http transmission type, allowing compatibility between different MCP implementations.