Discover Awesome MCP Servers

MCP Gateway

Reduces LLM context window overhead by proxying multiple MCP servers through a few efficient dispatch tools instead of registering hundreds of individual tool schemas. It supports multi-account routing and tool discovery for both CLI-based and persistent MCP server configurations.

Instantly MCP Server

提供对 Instantly API v2 的访问，用于电子邮件营销活动和潜在客户管理功能。

MCP Fetch

A Model Context Protocol server that allows LLMs to retrieve and convert web content to markdown without robots.txt restrictions.

MCP Carvana

An MCP server that integrates with the Carvana marketplace to enable vehicle searching, financing estimation, and trade-in value assessments. It allows AI assistants to retrieve detailed vehicle information, history reports, and market insights directly from Carvana's inventory.

mcp-server-template-ic

MCP 服务器，连接到 IC 钱包

Fathom MCP Server

Enables access to Fathom.video meeting data including AI-generated transcripts, summaries, and action items. Supports searching meetings, exporting to markdown, and managing webhooks through natural language in Cursor IDE.

Playwright MCP

Enables browser automation and web scraping by exposing Playwright tools through an HTTP-based MCP server. Users can navigate pages, interact with web elements, capture screenshots, and extract structured content using a persistent Chromium instance.

manim-mcp-server

This is a complex request! Generating animations like 3Blue1Brown with a single prompt is currently impossible with existing AI tools. 3Blue1Brown animations are meticulously crafted using a combination of programming (primarily Python with libraries like Manim), mathematical understanding, and artistic design. A single prompt simply cannot encapsulate the necessary detail and control. However, I can give you a *starting point* prompt that might generate *something* vaguely reminiscent, and then explain why it's unlikely to be successful and what you'd need to do to get closer to the desired result. **Prompt (for an image generation AI like DALL-E 3, Midjourney, or Stable Diffusion):** `"A dynamic, colorful animation frame showing a vector transforming a grid, inspired by 3Blue1Brown's style. Use a vibrant color palette, clean lines, and a focus on mathematical visualization. Include subtle motion blur to suggest movement. Emphasis on clarity and understanding."` **Why this will likely fall short:** * **Lack of Mathematical Understanding:** Image generation AIs don't "understand" the underlying mathematics. They can mimic visual styles, but they won't accurately represent mathematical concepts like linear transformations, eigenvalues, or calculus. The grid might be distorted, but not in a mathematically meaningful way. * **No True Animation:** This prompt will only generate a single image, not an animation. Creating an animation requires generating a sequence of images with controlled changes over time. * **Inability to Control Precision:** 3Blue1Brown animations are precise. Every line, every movement, is carefully calculated. Image generation AIs are inherently stochastic (random) and lack this level of control. * **No Narrative or Explanation:** 3Blue1Brown videos are more than just visuals; they tell a story and explain complex concepts. A single image can't convey that. * **Style Mimicry Only:** The AI will try to mimic the visual style (color palette, clean lines), but it won't understand the *purpose* of that style, which is to enhance understanding. **What you *would* need to do to get closer to a 3Blue1Brown-style animation:** 1. **Learn Manim (or a similar animation library):** This is the most important step. Manim is specifically designed for creating mathematical animations. It allows you to define objects, transformations, and animations with precise mathematical control. 2. **Break Down the Animation into Steps:** Plan the animation carefully. What concepts are you trying to illustrate? What sequence of transformations will best convey those concepts? 3. **Write Code:** Use Manim to write code that creates each frame of the animation. This will involve defining mathematical objects (vectors, matrices, graphs), specifying transformations (rotations, scaling, shearing), and controlling the timing and easing of the animations. 4. **Render the Animation:** Manim will render the code into a sequence of images, which you can then combine into a video. 5. **Add Narration and Music:** Finally, add narration and music to explain the concepts and enhance the viewing experience. **In summary:** While AI image generation can create visually appealing images inspired by 3Blue1Brown, it cannot replicate the mathematical accuracy, precision, and explanatory power of a true 3Blue1Brown animation. You'll need to learn programming and mathematical animation techniques to achieve that level of quality. **Translation of the prompt to Chinese:** `"生成一个动态的、色彩鲜艳的动画帧，展示一个向量变换一个网格，灵感来自 3Blue1Brown 的风格。 使用充满活力的调色板、干净的线条，并专注于数学可视化。 包括微妙的运动模糊来暗示运动。 强调清晰度和理解力。"` (Pinyin: `"Shēngchéng yīgè dòngtài de, sècǎi xiānyàn de dònghuà zhēn, zhǎnshì yīgè xiàngliàng biànhuàn yīgè wǎnggé, línggǎn láizì 3Blue1Brown de fēnggé. Shǐyòng chōngmǎn huólì de tiáosèbǎn, gānjìng de xiàntiáo, bìng zhuānzhù yú shùxué kěshìhuà. Bāokuò wēimiào de yùndòng móhú lái ànshì yùndòng. Qiángdiào qīngxīdù hé lǐjiě lì."`)

AGI-MCP

An advanced MCP server implementing a cognitive architecture through the GOTCHA framework and ATLAS process for sophisticated task management and reasoning. It provides persistent SQLite memory, lifecycle hooks, and a subagent system to enable complex, agentic AI workflows.

XFOIL MCP Server

Enables aerodynamic analysis through XFOIL polar computations. Provides typed models and tools to run airfoil performance analyses from agents or automation workflows.

AbletonMCP

A server that connects Ableton Live to Claude AI through the Model Context Protocol, enabling AI-assisted music production and direct control of Ableton Live features.

Senzing MCP Server

Enables entity resolution capabilities through the Senzing SDK, allowing AI assistants to search entities, manage records, analyze relationships between entities, and perform bulk data imports with multithreading.

Web3 MCP Server

一个模型-上下文-协议服务器，使用户能够通过简单的 RPC 端点在 Solana 和 Ethereum 区块链上执行基本操作。

Neo4j Knowledge Graph

支持以图数据库格式存储和检索知识，允许用户通过自然语言在 Neo4j 驱动的知识图谱中创建、更新、搜索和删除实体和关系。

Brewteco MCP Server

Integrates Brewteco APIs with AI assistants, enabling natural language queries for sales data, product performance, team analytics, customer segmentation, and detailed customer profiles across multiple store locations.

Kitchen MCP Server

Enables querying food nutritional information, discovering recipes by ingredients or diet type, getting ingredient substitutions, and receiving personalized food recommendations based on mood and season.

vidal-helpdesk-mcp

Enterprise-grade AI-powered helpdesk MCP server for Swiss SMEs, enabling autonomous ticket orchestration via natural language with Supabase persistence and revDSG compliance.

WhatsApp MCP Server

Enables seamless integration with WhatsApp through the Model Context Protocol, featuring multi-user support and Supabase cloud storage for persistent message history and media. Users can send messages, search chat records, and manage contacts across platforms like Claude Desktop, Cursor, and OpenClaw.

TwelveLabs MCP 서버

twelvelabs mcp server codes

Povio Worklog MCP Server

Automates the generation of professional worklogs by analyzing git commits with AI enhancement and seamlessly posting them to the Povio dashboard. It enables users to list projects, extract ticket numbers, and manage worklog entries through natural language commands.

imdb-mcp-server

一个综合性的 MCP 服务器，提供详细的 IMDb 数据，包括电影、电视剧和即将上映的作品。

prometheus-rs

Query Prometheus from CLI or any MCP client, with retries, caching, and an optional metrics exporter.

token-launcher

Creates a token presale with diamond hand vesting. Tokens vest linearly, but you can only claim once. Exit early, leave the rest.

ami-mcp

An MCP server that allows ATLAS physicists to query the ATLAS Metadata Interface (AMI) and PMG cross-section database for MC sample discovery and metadata retrieval. It enables users to look up cross-sections, dataset provenance, and validate sample classifications using natural language commands.

MCP Test Failure Analysis Server

Provides tools to analyze test failures, cluster similar failures, and detect flaky tests from input or log files, helping QA teams debug and triage issues.

Bloomberg MCP Server

A FastMCP-based server that provides access to Bloomberg market data through simple API calls, allowing users to search securities, retrieve current and historical market data, and access bulk financial information.

code2prompt-mcp

一个 MCP 服务器，用于分析代码库并生成上下文提示，从而使 AI 助手更容易理解和处理代码仓库。

MCP Server Template

A template repository for creating MCP servers that can be easily containerized and used with MCP clients.