Discover Awesome MCP Servers

MCPML Browser Recorder

浏览会话记录器 MCP 服务器 (由 MCPML 和 playwright 驱动)

CSharpMCP

一个基于 Roslyn 的 mcp 服务器，用于动态执行 C# 代码片段。 Or, a slightly more formal translation: 一个基于 Roslyn 的 MCP 服务器，用于动态执行 C# 代码片段。

mcp-six-eyes

MCP server that gives text-only AI agents the ability to understand images via vision tools, including multi-image analysis, OCR, comparison, and structured extraction. It uses providers like OpenAI, Anthropic, Gemini, and OpenRouter to return plain text descriptions.

MCP Qdrant Server with OpenAI Embeddings

这个服务器使用 Qdrant 向量数据库和 OpenAI 嵌入，实现了语义搜索功能，允许用户查询集合、列出可用集合以及查看集合信息。

MCP Server

MCP 服务器通过提供用户友好的 API 来创建自定义工具和高效地管理服务器工作流程，从而简化了模型上下文协议的实施。

x-post-to-json MCP server

Converts X (Twitter) posts into JSON, PDF, PNG, Markdown, or Slack/Discord messages using public endpoints, no API key or login required.

AnySearch

Unified real-time search engine skill for AI agents.

MCP Chrome Bridge

Enables AI agents to control Chrome browser actions like navigation, clicking, form filling, screenshots, and console/network logging via an MCP server and Chrome extension.

Calculator MCP Server

A local MCP server providing basic arithmetic tools (add, subtract, multiply, divide, power, square root, percentage) and a recent-calculation history resource, designed for integration with Claude Desktop.

solidworks-mcp

Enables AI (e.g., Claude) to control SolidWorks via natural language, automating part creation, sketching, and feature operations through the Model Context Protocol.

WoW Guild Analytics MCP Server

Provides comprehensive World of Warcraft guild analytics, player character analysis, and auction house market data through the Blizzard Battle.net API. Supports both Retail and Classic WoW with real-time market insights, guild roster management, and demographic analytics.

marketing-mcp

Enables marketing optimization tasks such as copywriting, campaign analysis, social media planning, audience segmentation, and KPI tracking through natural language.

packmate-mcp

MCP server for Packmate, a CTF network traffic analyzer, enabling LLMs to analyze network traffic streams, search patterns, and manage pcap files.

Look At Pic MCP

Enables image analysis using GLM-4V multimodal model, supporting local files and base64 images with optional custom prompts.

Moxie CRM MCP Server

An MCP server that enables LLMs to interact with Moxie CRM. Provides comprehensive tools for managing clients, contacts, projects, invoices, time tracking, and more.

GST Insights API MCP Server

Provides tools to retrieve and validate Goods and Services Tax (GST) details using GST numbers, PAN cards, or company names. It enables users to check registration status, filing history, and business addresses directly through the GST Insights API.

dbt-docs-mcp

用于与 dbt Docs 交互的 MCP (模型上下文协议) 服务器

nina-mcp

Enables AI agents to control N.I.N.A. astronomy software remotely, including mount, camera, sequencer, and other equipment via the ninaAPI plugin.

Australian Bureau of Statistics

Ask Claude "What's the unemployment rate in NSW?" and get a real answer. Wraps the Australian Bureau of Statistics API with plain-English tools and curated mappings for 10 economic indicators (unemployment, inflation, wages, GDP, housing, population).

keycrm-mcp

A Model Context Protocol server that lets Claude manage keyCRM catalogue, stock, orders, customers, pipelines, and more via natural language.

Taifost-Hermes MCP Server

Exposes two MCP tools for saving drafts and publishing content to Taifost Core, with secure authentication and idempotent behavior.

amazon-trends-mcp

Provides Amazon search volume trends and growth signals to measure real consumer purchase intent, queryable by AI assistants.

MCP Python Server - Streamable HTTP

Enables AI assistants to execute Python functions and system commands via Streamable HTTP, including bash, Python code execution, file operations, and text searching.

Task Agent MCP

An autonomous task decomposition and execution agent that plans, executes, verifies, and commits code changes for engineering goals.

Date MCP Server

Provides AI assistants with real-time date, time, and timezone information, enabling them to access current temporal data, format dates, calculate day of week, and work with different timezones.

Ghidra Headless MCP

A headless Ghidra server that enables AI agents to perform deep reverse-engineering tasks such as disassembly, decompilation, and patching via the Model Context Protocol. It supports extensive automation of analysis workflows in sandboxed environments through a catalog of over 200 specialized tools.

Trip Tracker MCP Server

A Model Context Protocol (MCP) server that provides access to a trip tracking SQLite database. This server enables AI assistants to query and manage flight trip information including users, airports, and flight details.

AgentCAD

Enables engineering agents to perform parametric CAD operations through a controlled MCP gateway built on FreeCAD, with transactions, diagnostics, and reproducible verification.

Jules MCP Server

Enables AI assistants to interact with Google's Jules coding agent API for autonomous coding tasks, allowing users to delegate bug fixes, refactoring, testing, and feature development with scheduling capabilities and human-in-the-loop approval workflows.

NoteAgent

An MCP server that connects AI coding agents with Apple Notes for developer workflows like capturing debug sessions, logging commits, and saving code snippets.