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MCP Server

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MCP servers are lightweight programs that expose specific capabilities to AI applications through the Model Context Protocol (MCP). Each server acts as a bridge between AI models and external systems, providing tools (executable functions), resources (read-only data), and prompts (reusable templates) through a standardized interface.

MCP servers communicate with AI-powered clients over stdio for local processes or HTTP with Server-Sent Events for remote connections. They can integrate with databases, APIs, file systems, development tools, and cloud services. A single AI application can connect to multiple MCP servers simultaneously.

The MCP server ecosystem includes registries such as the official MCP Registry, Glama, and Smithery, where developers publish and discover servers for specific use cases.

Here are 43,364 public repositories matching this topic...

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n8n

n8n-io / n8n

Star 210k

Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.

cli workflow integrations development automation typescript ai mcp data-flow self-hosted ipaas apis workflow-automation low-code no-code integration-framework n8n low-code-platform mcp-server mcp-client
  • Updated Nov 12, 2026
  • TypeScript
gemini-cli

google-gemini / gemini-cli

Star 109k

An open-source AI agent that brings the power of Gemini directly into your terminal.

cli ai gemini ai-agents gemini-api mcp-server mcp-client
  • Updated Nov 12, 2026
  • TypeScript
Scrapling

D4Vinci / Scrapling

Sponsor
Star 102k

🕷️ The BEST Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here: https://discord.gg/EMgGbDceNQ and follow here for daily tips and tricks: https://x.com/Scrapling_dev

python crawler data automation ai mcp scraping crawling web-scraper web-scraping selectors xpath data-extraction stealth webscraping crawling-python playwright web-scraping-python ai-scraping mcp-server
  • Updated Nov 11, 2026
  • Python
worldmonitor

koala73 / worldmonitor

Star 90.5k

Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface

agent opensource osint news ai monitoring dashboard mcp palantir geopolitics situation mcp-server
  • Updated Nov 12, 2026
  • TypeScript
ruflo

ruvnet / ruflo

Star 81.5k

🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated

typescript mcp plugins multi-agent swarm codex multi-agent-systems autonomous-agents swarm-intelligence ai-agents claude hnsw vector-search rvf agentic-workflow agentic-ai mcp-server agent-orchestration agent-memory claude-code
  • Updated Nov 12, 2026
  • TypeScript

upstash / context7

Sponsor
Star 64.7k

Context7 Platform -- Up-to-date docs for AI agents

mcp llm mcp-server vibe-coding
  • Updated Nov 12, 2026
  • TypeScript
TrendRadar

sansan0 / TrendRadar

Star 63.6k

⭐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。

python docker rss mail news ai mcp bark wechat data-analysis trending-topics wework ntfy hot-news llm mcp-server
  • Updated Nov 5, 2026
  • Python

ChromeDevTools / chrome-devtools-mcp

Star 55.1k

Chrome DevTools for coding agents

debugging chrome browser chrome-devtools mcp devtools puppeteer mcp-server
  • Updated Nov 12, 2026
  • TypeScript
codebase-memory-mcp

DeusData / codebase-memory-mcp

Star 48.5k

Local code intelligence for developers and AI agents. Connect code, docs and infrastructure in a persistent graph, with CBM Lens, MCP tools, agent integrations and change-aware test selection.

tree-sitter sqlite mcp opencode code-analysis ast knowledge-graph developer-tools cursor graph-visualization cypher codex windsurf code-intelligence aider gemini-cli model-context-protocol mcp-server claude-code kilocode
  • Updated Nov 11, 2026
  • C
reactive-resume

reactive-resume / reactive-resume

Star 45.7k

A one-of-a-kind resume builder that keeps your privacy in mind. Completely secure, customizable, portable, open-source and free forever. Try it out today!

react javascript typescript ai self-hosted hacktoberfest resume-builder mcp-server agent-skills dsh-plugin
  • Updated Nov 11, 2026
  • TypeScript

bytedance / UI-TARS-desktop

Star 39.6k

The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra

agent mcp vision vlm tars multimodal cowork computer-use mcp-server gui-agent browser-use gui-operator ui-tars agent-tars
  • Updated Oct 9, 2026
  • TypeScript

DayuanJiang / next-ai-draw-io

Sponsor
Star 36.9k

Draw and edit draw.io diagrams by chatting with an AI. Web app, desktop app, and an MCP server for Claude Code, Cursor, Codex and VS Code.

electron ai mcp nextjs diagrams flowchart architecture-diagram drawio diagram-generator draw-io llm mcp-server claude-code gemini-cli-extension deepseek-harness dsh-plugin
  • Updated Nov 11, 2026
  • TypeScript

github / github-mcp-server

Star 34.4k

GitHub's official MCP Server

github mcp mcp-server
  • Updated Nov 12, 2026
  • Go

mksglu / context-mode

Sponsor
Star 33.9k

Free, local plugin that keeps tool output out of your coding agent's context window. Sandbox and SQLite FTS5 search, 99% fewer bytes in context. Works with Claude Code, Codex, Pi, OpenCode, Gemini CLI, Copilot CLI and 4 more agents. Zero telemetry.

skills mcp opencode copilot codex claude zed-extension antigravity mcp-server mcp-tools cursor-plugin claude-code codex-cli kiro claude-code-hooks claude-code-plugins claude-code-skill pi-agent openclaw context-mode
  • Updated Nov 12, 2026
  • JavaScript

oraios / serena

Sponsor
Star 31.3k

A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

agent programming ai language-server jetbrains ide codex claude ai-coding mcp-server vibe-coding claude-code
  • Updated Nov 9, 2026
  • Python
gpt-researcher

assafelovic / gpt-researcher

Star 30.6k

An autonomous agent that conducts deep research on any data using any LLM providers

python search agent automation research ai mcp webscraping llms mcp-server deepresearch
  • Updated Nov 9, 2026
  • Python

yikart / AiToEarn

Star 27.6k

Let's use AI to Earn!

tool mcp electron-app published electron-react kuaishou douyin xiaohongshu douyin-api kwai auto-publish shipinhao mcp-server agent-skills codex-skills dsh-plugin
  • Updated Nov 12, 2026
  • TypeScript

activepieces / activepieces

Star 25.5k

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

workflow mcp workflows workflow-automation ai-agents ai-agent mcps ai-agents-framework ai-agent-tools mcp-server mcp-tools no-code-automation n8n-alternative
  • Updated Nov 12, 2026
  • TypeScript
editor

pascalorg / editor

Star 25.5k

Open-source 3D architecture software for AECO, scan-to-BIM. Agent-friendly, browser-first, MCP, CLI.

cli threejs mcp point-cloud cad bim openbim ifc 3d-scanning 3d webgpu interior-design ai-agents aec floor-plan local-first building-design mcp-server agent-skills scan-to-bim
  • Updated Nov 11, 2026
  • TypeScript

modelcontextprotocol / python-sdk

Star 24.8k

The official Python SDK for Model Context Protocol servers and clients

python mcp mcp-server mcp-client
  • Updated Nov 5, 2026
  • Python
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github.com/topics/mcp-server

Related topics

ai-agent llm mcp model-context-protocol
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