Discover Awesome MCP Servers

codeweb

An MCP server that maps code symbol relationships and provides tools for impact analysis, caller lookup, and duplicate detection to help coding agents understand codebases efficiently.

enrich-mcp

Domain -> company intelligence for AI agents. Look up company name, country, contacts, and social profiles from any MCP-compatible client.

MCP Yahoo Finance

A Model Context Protocol server that provides tools for interacting with Yahoo Finance, allowing users to retrieve stock prices, company information, and perform financial data comparisons.

DevNarrate

MCP server for developer workflow automation — smart commits, secret scanning, PR descriptions, and more.

tradingcli

Local paper-trading and market simulation MCP server for multi-account portfolios, advanced orders, options/futures, backtesting, alerts, and automation.

Django DRF MCP Server

Enables natural language interaction with Django REST Framework APIs by auto-discovering ViewSets and providing CRUD tools, requiring minimal setup.

Earn With AI

以下是一些你可以用来轻松创造收入的开源人工智能项目列表： **内容创作类 (内容创作和自动化):** * **GPT-2 / GPT-3 (通过 API 访问) / Llama 2 (本地部署):** 虽然 GPT-3 需要通过 OpenAI 的 API 访问，但 GPT-2 和 Llama 2 可以本地部署。你可以使用这些模型来： * **撰写文章、博客文章、社交媒体帖子:** 提供内容创作服务，帮助企业或个人生成高质量的内容。 * **生成产品描述:** 为电商网站或在线商店创建引人注目的产品描述。 * **编写代码注释或文档:** 帮助开发者提高代码的可读性和可维护性。 * **创建故事、诗歌或剧本:** 为娱乐行业或个人提供创意写作服务。 * **构建聊天机器人:** 创建客户服务聊天机器人或虚拟助手。 * **收费 API 访问:** 如果你有足够的计算资源，可以搭建自己的 API 服务，并向其他开发者收费。 * **Stable Diffusion / DALL-E 2 (通过 API 访问) / Midjourney (通过 API 访问):** 这些是强大的图像生成模型。你可以使用它们来： * **创建艺术作品:** 生成独特的艺术作品，并在在线市场或画廊中出售。 * **设计营销材料:** 为企业或个人创建引人注目的广告、海报和社交媒体图像。 * **生成游戏资产:** 为游戏开发者创建角色、场景和道具。 * **提供图像编辑服务:** 使用 AI 技术来增强、修复或修改图像。 * **创建定制头像:** 为用户生成个性化的头像。 * **Whisper (语音转文本):** OpenAI 的 Whisper 模型可以将语音转换为文本。你可以使用它来： * **提供转录服务:** 将音频或视频文件转录为文本。 * **创建字幕:** 为视频添加字幕。 * **构建语音助手:** 开发语音控制的应用程序或设备。 * **提供语音分析服务:** 分析语音数据，例如识别情绪或关键词。 **自动化和效率提升类:** * **TensorFlow / PyTorch (机器学习框架):** 这些是流行的机器学习框架，你可以使用它们来： * **构建预测模型:** 预测销售额、客户流失率或其他关键指标。 * **开发自动化系统:** 自动化重复性任务，例如数据输入或报告生成。 * **提供数据分析服务:** 分析数据并提供有价值的见解。 * **构建定制 AI 解决方案:** 为特定行业或企业开发定制的 AI 解决方案。 * **Scikit-learn (机器学习库):** 一个易于使用的机器学习库，可以用于： * **构建分类器:** 将数据分类到不同的类别中。 * **构建回归模型:** 预测连续值。 * **进行聚类分析:** 将数据分组到不同的集群中。 **重要提示:** * **法律和伦理问题:** 在使用 AI 模型时，请务必考虑法律和伦理问题，例如版权、隐私和偏见。 * **计算资源:** 某些 AI 模型需要大量的计算资源才能运行。你需要考虑你的硬件和软件需求。 * **技能要求:** 你需要具备一定的编程和机器学习技能才能有效地使用这些 AI 项目。 * **市场调研:** 在开始任何项目之前，请进行市场调研，以确定是否有需求。 * **持续学习:** AI 领域发展迅速，你需要不断学习新的技术和工具。 **如何开始:** 1. **选择一个你感兴趣的项目。** 2. **学习相关的技术和工具。** 3. **构建一个原型或 MVP (最小可行产品)。** 4. **测试你的产品并收集反馈。** 5. **改进你的产品并将其推向市场。** 祝你成功！

ReaperMCP

Connects AI assistants to REAPER for music production, enabling full control over tracks, MIDI, mixing, mastering, and audio analysis through 153 tools across 24 modules.

google-workspace

Enables interaction with Google Workspace (Drive, Docs, Sheets, Gmail) via MCP tools, using OAuth credentials stored locally or inline.

GeoGebra MCP Server

Provides access to GeoGebra's mathematical computation, geometry construction, and visualization capabilities. Enables mathematical calculations, CAS operations, geometric constructions, and exporting results as PNG or PDF images.

TelegramMCP

MCP server that sends Telegram notifications with project name and completion status via a single tool notify_task_done, supporting StreamableHTTP and stdio transports.

excalidraw-ai

Enables AI agents to read, watch, and edit live Excalidraw rooms by joining as a socket bot over a self-hosted relay, bypassing browser automation.

MCP Dataverse

The most complete MCP server for Microsoft Dataverse.

MCPVet

Vets MCP servers, Claude Code skills, or plugins for unsafe behavior like shell execution, secret access, data exfiltration, prompt injection, and remote code before installation, returning a graded verdict with findings.

MCP Anvil Tools

Enables AI agents to interact with Ethereum smart contracts through Anvil, providing capabilities to read Solidity code, simulate and execute transactions, manipulate blockchain state, query events, and test contracts in isolated environments for development and auditing workflows.

servicenow-platform-mcp

Enables AI agents to interact with ServiceNow through MCP, providing schema inspection, record CRUD, attachments, audit, Flow Designer, and platform investigations with policy-guarded access.

Calculadora MCP

Provides a basic calculator tool for arithmetic operations (addition, subtraction, multiplication, division) with division-by-zero handling, and a temperature conversion tool between Celsius and Fahrenheit.

PCB Parts MCP Server

Enables searching and filtering over 1.5 million electronic components across JLCPCB, Mouser, and DigiKey using parametric queries and smart parsing. It supports finding alternative parts, accessing pinout data, and downloading KiCad footprints directly through AI coding assistants.

MCP-EXP

Experimental MCP server that integrates OpenAI and Serper APIs for news search, sentiment analysis, and email delivery.

Dameng DM8 MCP Server

达梦数据库 DM8 的 MCP 服务器，为 AI 助手提供只读 SQL 查询、表结构自动发现和样本数据查看功能。

TeacherAssist-MCP

AI-powered Teacher Assistance MCP Server for managing student records with PostgreSQL, enabling create and read operations via MCP tools.

mata-kadalz

Lizard Eyes — a local vision MCP server backed by Qwen3-VL-4B, exposing a single vision.inspect tool for analyzing images via llama-server.

ai-economics-mcp

MCP server for AI economics, providing 12 calculators for AI budgets, token costs, query burn, and proving agent work.

truenas-ws-mcp

MCP server for TrueNAS Scale that enables AI assistants to manage storage pools, datasets, apps, VMs, snapshots, and more via the native WebSocket API.

Miyabi MCP Bundle

A comprehensive all-in-one MCP server with 172 tools across 21 categories including Git operations, tmux monitoring, log aggregation, system resource monitoring, and GitHub integration. Features enterprise-grade security, intelligent caching, cross-platform support, and zero-configuration setup for Claude Desktop.

yt-mcp

Analyzes YouTube videos using Google's Gemini API, allowing users to get summaries or ask questions about video content via direct URL input.

Vibecoins MCP

Enables AI assistants to launch ERC-20 tokens on Ethereum and manage encrypted wallets with fee collection.

Sample Data MCP

Generates fixed-length test data records with customizable field types including strings, enums, integers, dates, and fillers. Helps developers create realistic test datasets with specified formats and constraints.

MCP Partner Hub

一个用于发现和比较来自独立软件供应商 (ISV) 合作伙伴的 Model Context Protocol (MCP) 服务器的集中式存储库。