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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
A curated list of Model Context Protocol (MCP) servers
| Date | Stars |
|---|---|
| 2026-07-31 | 1053 |
| 2026-08-06 | 1053 |
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 # Awesome MCP Servers  [](https://dartnode.com "Powered by DartNode - Free VPS for Open Source") A curated, community-driven list of awesome Model Context Protocol (MCP) servers, tools, frameworks, clients, and utilities. MCP is an open protocol that enables AI models to securely interact with local and remote resources through standardized server implementations. --- BTW, we provide a [full list of MCP (Master Control Program) Servers](https://github.com/YuzeHao2023/Awesome-MCP-Servers/blob/main/Full-List-of-MCP-Servers.xlsx), which is compiled by a web crawler and contains approximately 6000 entries. --- ## All Documents > Call for translators! [We're looking for translators](https://github.com/YuzeHao2023/Awesome-MCP-Servers/issues/1) to help translate this spec for everyone! **Read our documentation in the following languages:** | Language | Link | |----------|---------------------------------------------------------------------| | English | [English](https://github.com/YuzeHao2023/Awesome-MCP-Servers?tab=readme-ov-file) | | 简体中文 | [简体中文](https://github.com/YuzeHao2023/Awesome-MCP-Servers/blob/main/README_zh_CN.md) | | 繁體中文 | [繁體中文](https://github.com/YuzeHao2023/Awesome-MCP-Servers/blob/main/README_zh_TW.md) | | 日本語 | [日本語](https://github.com/YuzeHao2023/Awesome-MCP-Servers/blob/main/README_ja.md) | | 한국어 | [한국어](https://github.com/YuzeHao2023/Awesome-MCP-Servers/blob/main/README_ko.md) | --- ## What is MCP? [MCP](https://modelcontextprotocol.io/) is an open protocol that enables AI models to securely interact with local and remote resources through standardized server implementations. This list focuses on production-ready and experimental MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services. --- # Contents ## Tutorials * [Model Context Protocol (MCP) Quickstart](https://glama.ai/blog/2024-11-25-model-context-protocol-quickstart) * [Setup Claude Desktop App to Use a SQLite Database](https://youtu.be/wxCCzo9dGj0) ## Community * [r/mcp Reddit](https://www.reddit.com/r/mcp) * [Discord Server](https://glama.ai/mcp/discord) --- ## ⚠️ Security Warning When running MCP servers without proper sandboxing, they can execute arbitrary code on your system with the same permissions as the host process. This creates significant security risks. Warning summary: - System Access: Full access to files, network, and system resources - Code Execution: Can run commands on your machine - Prompt Injection: Malicious prompts could trigger unintended server actions - Data Exposure: Sensitive data may be accessed or leaked Best practices: - Use official implementations (marked with ⭐) when available - Run servers in VMs or isolated containers - Review code and configuration before installation - Limit permissions to the minimum required - Monitor server activity and logs --- ## Examples of Supported Clients Many MCP clients and UIs can connect to servers listed here. Examples include (but are not limited to): - Claude Desktop / Claude clients - Zed - Sourcegraph Cody - Cursor - Visual Studio Code - LibreChat - Various CLI and browser-based clients (Icons and links for specific clients are commonly shown on the individual server/project pages.) --- ## Server Implementations (Categories) - 📂 File Systems - 📦 Sandbox & Virtualization - 🔄 Version Control - ☁️ Cloud Storage - 🗄️ Databases - 💬 Communication - 📈 Monitoring - 🔍 Search & Web - 🗺️ Location Services - 🎯 Marketing - 📝 Note Taking - ⚡ Cloud Platforms - ⚙️ Workflow Automation - 🤖 System Automation - 📱 Social Media - 🎮 Gaming - 💹 Finance - 🧬 Research & Data - 🤝 AI Services - 💻 Development Too
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:15d4f55627236a35, topic:mcp, topic:mcp-server, desc:model context protocol
matched fp:15d4f55627236a35, topic:awesome, topic:awesome-list, desc:curated list