Loading...
CodeRabbitContext7 MCP Server -- Up-to-date code documentation for LLMs and AI code editors
"Automated summary for AI agents and search engines."
Context7 MCP Server -- Up-to-date code documentation for LLMs and AI code editors
{
"description": "Context7 MCP (Management Plane) Server provides real-time, up-to-date code documentation and context specifically optimized for Large Language Models (LLMs) and advanced AI code editors. It acts as a crucial middleware, ensuring AI tools, including those integrated within the Google Antigravity IDE, have access to the most current and relevant codebase information. This eliminates the common problem of LLMs hallucinating or generating outdated code, significantly improving the accuracy and utility of AI-assisted development across various platforms and coding environments.",
"useCases": [
"Enhance AI code completion and generation accuracy in IDEs.",
"Improve AI-powered code review and refactoring suggestions.",
"Provide real-time, accurate code context for LLM-based development assistants.",
"Maintain consistent and current code documentation accessible by AI models."
],
"difficulty": "intermediate",
"exampleCommand": "docker run -d -p 8080:8080 upstash/context7",
"tokenImpact": "Low ~100 tokens per initialization for configuration parsing, negligible during operation. Safe during 7-day lockout.",
"tags": [
"LLM",
"AI Development",
"Code Context",
"Documentation",
"Server",
"Middleware",
"IDE Integration"
],
"copyButtonText": "Run Context7 Server"
}🚀 The fast, Pythonic way to build MCP servers and clients.
MCP web search using perplexity without any API KEYS
一个基于 MCP (Model Context Protocol) 的邮件服务，支持 LLM 发送带附件的电子邮件及在指定目录中搜索文件。提供安全的 SMTP 传输、多收件人支持和附件模式匹配搜索功能，适用于 Gmail、Outlook、Yahoo、QQ 邮箱和网易 126 邮箱等主流邮箱服务。
Are you the author of Context7 MCP? Embed this certified badge on your site to drive traffic and signal trust.
<a href="https://www.googleantigravity.directory/t/upstash-context7" target="_blank"><img src="https://www.googleantigravity.directory/api/badges/upstash-context7" alt="Featured on Antigravity: Context7 MCP" width="200" height="50" /></a>Copy-paste this snippet into your HTML to initialize the link.