# MCP Servers > Directory of Model Context Protocol servers **Query:** page: 1 **Total results:** 953 (48 pages) ## Categories - AI (428) - Developer Tools (300) - Communication (57) - System Tools (48) - Database (42) - Search & Knowledge (40) - Productivity (35) - Sales (3) ## Servers ### [everything-claude-code](https://model-context-protocol.com/servers/everything-claude-code) The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond. Category: AI · Language: JavaScript · Stars: 234285 ### [n8n](https://model-context-protocol.com/servers/n8n) **Concise Description:** Workflow automation platform. Visual builder, custom code, AI, 400+ integrations. Self-host/cloud. Automate tasks & connect apps. Category: AI · Language: TypeScript · Stars: 198265 ### [dify](https://model-context-protocol.com/servers/dify) Production-ready platform for agentic workflow development. Category: AI · Language: TypeScript · Stars: 150454 ### [graphify](https://model-context-protocol.com/servers/graphify) Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store. Category: AI · Language: Python · Stars: 97133 ### [awesome-mcp-servers](https://model-context-protocol.com/servers/awesome-mcp-model-context-protocol-servers) This repository provides a curated list of awesome Model Context Protocol (MCP) servers, which enable AI models to securely interact with local and remote resources through standardized implementations. It includes Category: AI · Stars: 91457 ### [servers](https://model-context-protocol.com/servers/model-context-protocol-mcp-servers) This repository offers reference implementations for Model Context Protocol (MCP) servers, showcasing how to grant Large Language Models secure access to various tools and data sources using TypeScript and Python SDKs. Category: AI · Language: JavaScript · Stars: 88959 ### [ragflow](https://model-context-protocol.com/servers/ragflow) RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding. Category: AI · Language: Python · Stars: 86196 ### [netdata](https://model-context-protocol.com/servers/netdata) The fastest path to AI-powered full stack observability, even for lean teams. Category: AI · Language: C · Stars: 79882 ### [Scrapling](https://model-context-protocol.com/servers/scrapling) 🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl! Category: AI · Language: Python · Stars: 71517 ### [awesome-claude-skills](https://model-context-protocol.com/servers/awesome-claude-skills) A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows Category: AI · Language: Python · Stars: 71060 ### [headroom](https://model-context-protocol.com/servers/headroom) Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server. Category: AI · Language: Python · Stars: 62843 ### [Agent-Reach](https://model-context-protocol.com/servers/agent-reach) Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees. Category: AI · Language: Python · Stars: 61240 ### [TrendRadar](https://model-context-protocol.com/servers/trendradar) ⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。 Category: AI · Language: Python · Stars: 60938 ### [system_prompts_leaks](https://model-context-protocol.com/servers/system-prompts-leaks) Collection of extracted System Prompts from popular chatbots like ChatGPT, Claude & Gemini Category: AI · Language: JavaScript · Stars: 60925 ### [context7](https://model-context-protocol.com/servers/upstash-context7) Context7 MCP Server -- Up-to-date code documentation for LLMs and AI code editors Category: Developer Tools · Language: JavaScript · Stars: 59866 ### [mempalace](https://model-context-protocol.com/servers/mempalace) The highest-scoring AI memory system ever benchmarked. And it's free. Category: AI · Language: Python · Stars: 57798 ### [litellm](https://model-context-protocol.com/servers/litellm) Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq] Category: AI · Language: Python · Stars: 54850 ### [goose](https://model-context-protocol.com/servers/goose) an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM Category: AI · Language: Rust · Stars: 51812 ### [awesome-claude-code](https://model-context-protocol.com/servers/awesome-claude-code) A curated list of awesome commands, files, and workflows for Claude Code Category: AI · Language: Python · Stars: 51096 ### [aider](https://model-context-protocol.com/servers/aider) aider is AI pair programming in your terminal Category: AI · Language: Python · Stars: 47746 --- **Directory:** https://model-context-protocol.com/servers