MCP Server

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.

GitHub: https://github.com/topics/mcp-server
Related Topics: mcp, model-context-protocol, ai-agent, llm,
Aliases: mcp-servers,
Last updated: 2026-06-01 00:14:38 UTC
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https://github.com/google-gemini/gemini-cli

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

ai ai-agents cli gemini gemini-api mcp-client mcp-server

Last synced: 22 May 2026

https://github.com/n8n-io/n8n

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

ai apis automation cli data-flow development integration-framework integrations ipaas low-code low-code-platform mcp mcp-client mcp-server n8n no-code self-hosted typescript workflow workflow-automation

Last synced: 05 May 2026

https://github.com/ruvnet/ruflo

🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, self-learning swarm intelligence, RAG integration, and native Claude Code / Codex Integration

agentic-ai agentic-framework agentic-rag agentic-workflow agents ai-agent ai-assistant ai-coding ai-skills autonomous-agents claude-code codex mcp-server multi-agent multi-agent-systems npm skills swarm swarm-intelligence typescript

Last synced: 30 May 2026

https://github.com/upstash/context7

Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors

llm mcp mcp-server vibe-coding

Last synced: 06 Apr 2026

https://github.com/assafelovic/gpt-researcher

An LLM agent that conducts deep research (local and web) on any given topic and generates a long report with citations.

agent ai automation deepresearch llms mcp mcp-server python research search webscraping

Last synced: 25 Jan 2026

https://github.com/oraios/serena

A powerful coding agent toolkit providing semantic retrieval and editing capabilities (MCP server & other integrations)

agent ai ai-coding claude claude-code language-server llms mcp-server programming vibe-coding

Last synced: 03 Apr 2026

https://github.com/bytedance/UI-TARS-desktop

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

agent agent-tars browser-use computer-use gui-agent gui-operator mcp mcp-server multimodal tars ui-tars vision vlm

Last synced: 06 Oct 2025

https://github.com/czlonkowski/n8n-mcp

A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you

mcp mcp-server n8n workflows

Last synced: 02 May 2026

https://github.com/nukeop/nuclear

Streaming music player that finds free music for you

agent ai desktop-app linux mac mcp mcp-server music music-player react rust spotify streaming tauri typescript windows

Last synced: 02 Jun 2026

https://github.com/1panel-dev/maxkb

💬 MaxKB is an open-source AI assistant for enterprise. It seamlessly integrates RAG pipelines, supports robust workflows, and provides MCP tool-use capabilities.

chatbot deepseek-r1 knowledgebase langchain llama3 llm maxkb mcp-server ollama pgvector qwen3 rag

Last synced: 01 Apr 2026

https://github.com/mksglu/context-mode

Context window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 15 platforms

antigravity claude claude-code claude-code-hooks claude-code-plugins claude-code-skill codex codex-cli context-mode copilot cursor-plugin kiro mcp mcp-server mcp-tools openclaw opencode pi-agent skills zed-extension

Last synced: 01 Jun 2026

https://github.com/activepieces/activepieces

AI Agents & MCPs & AI Workflow Automation • (280+ MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

ai-agent ai-agent-tools ai-agents ai-agents-framework mcp mcp-server mcp-tools mcps n8n-alternative no-code-automation workflow workflow-automation workflows

Last synced: 14 May 2025

https://github.com/bytedance/ui-tars-desktop

A GUI Agent application based on UI-TARS(Vision-Language Model) that allows you to control your computer using natural language.

agent browser-use computer-use electron gui-agents mcp mcp-server vision vite vlm

Last synced: 09 Sep 2025

https://github.com/github/github-mcp-server

GitHub's official MCP Server

github mcp mcp-server

Last synced: 27 Jan 2026

https://github.com/mcp-use/mcp-use

The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.

agentic-framework ai apps-sdk chatgpt claude-code llms mcp mcp-apps mcp-client mcp-gateway mcp-host mcp-inspector mcp-server mcp-servers mcp-tools mcp-ui model-context-protocol modelcontextprotocol openclaw skills

Last synced: 24 May 2026

https://github.com/yusufkaraaslan/skill_seekers

Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection

ai-tools ast-parser automation claude-ai claude-skills code-analysis conflict-detection documentation documentation-generator github github-scraper mcp mcp-server multi-source ocr pdf python web-scraping

Last synced: 01 Mar 2026

https://github.com/xpzouying/xiaohongshu-mcp

MCP for xiaohongshu.com

mcp mcp-server xiaohongshu-mcp

Last synced: 16 Apr 2026

https://github.com/wanshuiyin/auto-claude-code-research-in-sleep

ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.

ai-research ai-tools aris autonomous-agent claude claude-code claude-code-skills codex deep-learning gpt idea-generation llm machine-learning mcp mcp-server ml-research openai paper-review paper-writing research-automation

Last synced: 17 May 2026

https://github.com/jlowin/fastmcp

🚀 The fast, Pythonic way to build MCP servers and clients

fastmcp llm mcp mcp-client mcp-server model-context-protocol

Last synced: 13 May 2025

https://github.com/0xjacky/nginx-ui

Yet another WebUI for Nginx

chatgpt-app code-completion copilot cron deepseek-r1 docker go letsencrypt linux macos mcp mcp-server nginx self-hosted vue webui windows

Last synced: 14 May 2025

https://github.com/firerpa/lamda

The most powerful Android RPA agent framework, next generation of mobile automation robots.

adb agents ai android appium automation dynamic-analysis frida magisk mcp mcp-server mobile-security pentesting remote-control reverse-engineering security uiautomation uiautomator2 workflow xposed

Last synced: 01 Apr 2026

https://github.com/brokermr810/quantdinger

AI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi-agent research.vibe-trading ,trading-agents,ai-trader,ai-trading

agent algotrade alpaca backtesting binance coinbase crypto exchange finance fintech forex mcp-server mt5 python quant quantitative-finance saas stocks strategy trade

Last synced: 30 May 2026

https://github.com/0x4m4/hexstrike-ai

HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug bounty automation, and security research. Seamlessly bridge LLMs with real-world offensive security capabilities.

0x4m4 ai ai-agents ai-cybersecurity ai-hacking ai-penetration-testing ai-security-tool artificial-intelligence ctf-tools generative-ai hexstrike kali-linux kali-tools llm llm-integration mcp mcp-server mcp-tools pentesting pentesting-tools

Last synced: 21 Jan 2026

https://github.com/firecrawl/firecrawl-mcp-server

🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.

batch-processing claude content-extraction data-collection firecrawl firecrawl-ai javascript-rendering llm-tools mcp mcp-server model-context-protocol search-api web-crawler web-scraping

Last synced: 07 Apr 2026

https://github.com/maximhq/bifrost

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.

ai-gateway gateway gateway-services generative-ai guardrails llm llm-cost llm-gateway llm-observability llmops load-balancing mcp-client mcp-gateway mcp-server model-router token-management

Last synced: 22 May 2026

https://github.com/funnywolf/viper

Adversary simulation and Red teaming platform with AI

agent ai cobalt-strike llm mcp-server metasploit-framework post-exploitation red-team-tools redteam viper

Last synced: 29 Apr 2025

https://github.com/tadata-org/fastapi_mcp

Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!

ai authentication authorization claude cursor fastapi llm mcp mcp-server mcp-servers modelcontextprotocol openapi windsurf

Last synced: 14 May 2025

https://github.com/osaurus-ai/osaurus

AI edge infrastructure for macOS. Run local or cloud models, share tools across apps via MCP, and power AI workflows with a native, always-on runtime.

anthropic apple-foundation-models apple-intelligence apple-neural-engine llm mcp mcp-server mlx openai swift

Last synced: 21 May 2026

https://github.com/evalstate/fast-agent

Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support

acp agent agent-framework agent-skills cli mcp mcp-client mcp-server python skills tui

Last synced: 06 May 2026

https://github.com/open-webui/mcpo

A simple, secure MCP-to-OpenAPI proxy server

mcp mcp-server mcp-to-openapi open-webui openapi

Last synced: 27 Feb 2026

https://github.com/archestra-ai/archestra

Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator

a2a a2a-mcp acp agent ai chatgpt chatgpt-api claude deepseek gemini k8s mcp mcp-client mcp-gateway mcp-host mcp-server mcp-servers mcp-tools openai runtime

Last synced: 04 May 2026

https://github.com/wgpsec/enscan_go

一款基于各大企业信息API的工具，解决在遇到的各种针对国内企业信息收集难题。一键收集控股公司ICP备案、APP、小程序、微信公众号等信息聚合导出。支持MCP接入

app icp mcp mcp-server redteam redteam-tools

Last synced: 13 May 2025

https://github.com/wgpsec/ENScan_GO

app icp mcp mcp-server redteam redteam-tools

Last synced: 04 Apr 2025

https://github.com/agentdeskai/browser-tools-mcp

Monitor browser logs directly from Cursor and other MCP compatible IDEs.

ai anthropic cursor mcp mcp-server

Last synced: 14 May 2025

https://github.com/dinoki-ai/osaurus

The missing macOS LLM server. Run local or cloud models with OpenAI & Anthropic compatible APIs. MCP server for Cursor & Claude Desktop, menu bar chat, plugins, and dev tools. Native Apple Silicon.

anthropic apple-foundation-models apple-intelligence apple-neural-engine llm mcp mcp-server mlx openai swift

Last synced: 23 Feb 2026

https://github.com/opensolon/solon

🔥 Java enterprise application development framework for full scenario: Restrained, Efficient, Open, Ecologicalll!!! 700% higher concurrency 50% memory savings Startup is 10 times faster. Packing 90% smaller; Compatible with java8 ~ java25; Supports LTS. (Replaceable spring)

aop-framework ioc-framework java llm mcp-server microservice miro-framework modelcontextprotocol no-servlet no-spring openai plugin remoting rest-api rpc solon solon-cloud web-framework

Last synced: 26 Apr 2026

https://github.com/punitarani/fli

Google Flights MCP and Python Library

api flights-api google-flights google-flights-api mcp mcp-server

Last synced: 24 May 2026

https://github.com/blazickjp/arxiv-mcp-server

A Model Context Protocol server for searching and analyzing arXiv papers

ai arxiv claude-ai gpt llm mcp-server model-context-protocol papers python research

Last synced: 26 Apr 2026

https://github.com/deedy5/ddgs

DDGS | Dux Distributed Global Search. A metasearch library that aggregates results from diverse web search services

api ddgs mcp mcp-server metasearch python search websearch

Last synced: 02 Apr 2026

https://github.com/lemonade-sdk/lemonade

Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk

ai amd genai gpu llama llm llm-inference local-server mcp mcp-server mistral npu onnxruntime openai-api qwen radeon rocm ryzen vulkan

Last synced: 02 Apr 2026

https://github.com/icip-cas/PPTAgent

PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides [EMNLP 2025]

agent agentic-ai llm mcp mcp-server presentation slide workflow

Last synced: 14 Oct 2025

https://github.com/bethington/ghidra-mcp

Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforcement, batch operations, Ghidra Server integration, and Docker deployment.

ai binary-analysis ghidra ghidra-extension java mcp mcp-server model-context-protocol python reverse-engineering static-analysis

Last synced: 23 May 2026

https://github.com/brightdata/brightdata-mcp

A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.

ai-agents ai-integrations anti-bot-detection browser-automation data-collection data-extraction llm mcp mcp-server modelcontextprotocol scraping scraping-tools structured-data web-crawling web-data web-scraping

Last synced: 16 Jan 2026

https://github.com/doobidoo/mcp-memory-service

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

agent-memory agentic-ai ai-agents autogen claude crewai knowledge-graph langgraph long-term-memory mcp mcp-server memory model-context-protocol multi-agent open-source rag semantic-search sqlite-vec vector-database vector-storage

Last synced: 28 May 2026

https://github.com/awslabs/mcp

AWS MCP Servers — specialized MCP servers that bring AWS best practices directly to your development workflow

aws mcp mcp-client mcp-clients mcp-host mcp-server mcp-servers mcp-tools modelcontextprotocol

Last synced: 19 Feb 2026

https://github.com/ForLoopCodes/contextplus

Semantic Intelligence for Large-Scale Engineering. Context+ is an MCP server designed for developers who demand 99% accuracy. By combining RAG, Tree-sitter AST, Spectral Clustering, and Obsidian-style linking, Context+ turns a massive codebase into a searchable, hierarchical feature graph.

mcp-server

Last synced: 22 Apr 2026

https://github.com/taylorwilsdon/google_workspace_mcp

Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool

ai g-suite gmail google-calendar google-chat google-docs google-drive google-forms google-sheets google-tasks google-workspace gsuite llm llm-tools mcp mcp-server model-context-protocol model-context-protocol-server model-context-protocol-servers workspace

Last synced: 02 Apr 2026

https://github.com/timescale/pg-aiguide

MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.

ai ai-agents ai-coding claude-code-plugin claude-code-plugins claude-code-plugins-marketplace claude-marketplace claude-plugin claude-skills docs documentation mcp mcp-server postgres postgresql skills

Last synced: 03 Mar 2026

https://github.com/cameroncooke/xcodebuildmcp

A Model Context Protocol (MCP) server that provides Xcode-related tools for integration with AI assistants and other MCP clients.

mcp mcp-server model-context-protocol model-context-protocol-servers xcode xcodebuild

Last synced: 08 Feb 2026

https://github.com/chrisryugj/korean-law-mcp

국가법령정보MCP | 법제처 41개 API → 15개 MCP 도구. 법령·판례·조례·조약을 AI로 검색·조회·분석 | 41 Korean legal APIs → 15 MCP tools

api claude cli korea korean-law law legal legal-ai legal-tech mcp mcp-server model-context-protocol precedent typescript

Last synced: 16 Apr 2026

https://github.com/npc-worldwide/npcpy

The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

agents ai llm mcp mcp-client mcp-server ollama perplexity python sql yaml

Last synced: 03 May 2026

https://github.com/liaokongvfx/mcp-chinese-getting-started-guide

Model Context Protocol(MCP) 编程极速入门

ai deepseek mcp mcp-server modelcontextprotocol

Last synced: 15 May 2025

https://github.com/mrexodia/ida-pro-mcp

MCP Server for IDA Pro

cline cursor ida-plugin ida-pro mcp mcp-server modelcontextprotocol reverse-engineering

Last synced: 14 May 2025

https://github.com/stickerdaniel/linkedin-mcp-server

This MCP server allows Claude and other AI assistants to access your LinkedIn. Scrape LinkedIn profiles, companies and jobs, and perform job searches.

anthropic chatgpt chatgpt-desktop claude claude-desktop desktop-extension dxt linkedin linkedin-mcp linkedin-profile-scraper linkedin-scraper mcp mcp-server server

Last synced: 01 Apr 2026

https://github.com/manavarya09/design-extract

Extract any website's complete design system with one command. DTCG tokens, semantic+primitive+composite, MCP server for Claude Code/Cursor/Windsurf, multi-platform emitters (iOS SwiftUI, Android Compose, Flutter, WordPress), Tailwind v4, Figma variables, shadcn/ui, CSS health audit, WCAG remediation, Chrome extension. MIT, Playwright, Node 20+.

accessibility agent-skill ai chrome-extension claude-code-plugin cli css cursor design-system design-to-code design-tokens dtcg figma mcp-server npx playwright shadcn-ui skills-sh tailwind web-scraping

Last synced: 24 Apr 2026

https://github.com/korotovsky/slack-mcp-server

The most powerful MCP Slack Server with no permission requirements, Apps support, multiple transports Stdio and SSE, DMs, Group DMs and smart history fetch logic.

assistants llm mcp mcp-server slack slack-api

Last synced: 19 Jan 2026

https://github.com/rulego/rulego

⛓️RuleGo is a lightweight, high-performance, embedded, next-generation component orchestration rule engine framework for Go.

ai automation data-flow edge-computing go intergrations iot ipaas low-code low-code-framework mcp mcp-client mcp-server rule-engine rulego workflow workflow-automation workflow-engine

Last synced: 15 May 2025

https://github.com/yvgude/lean-ctx

The Context OS for AI Development. Reduce token waste in Cursor, Claude Code, Copilot, Windsurf, Codex, Gemini & more by 60–95% (up to 99% on cached reads) Shell Hook + MCP Server · 49 tools · 10 read modes · 90+ patterns · Single Rust binary

agentic-coding ai ai-coding claude-code context-engineering copilot cursor developer-tools gemini-cli llm mcp mcp-server reduce-token-costs rust token-optimization

Last synced: 22 May 2026

https://github.com/caol64/wenyan-mcp

文颜 MCP Server 可以让 AI 自动将 Markdown 文章排版后发布至微信公众号。

mcp-server wenyan

Last synced: 05 Mar 2026

https://github.com/joey-zhou/xiaozhi-esp32-server-java

小智ESP32的Java企业级管理平台，提供设备监控、音色定制、角色切换和对话记录管理的前后端及服务端一体化解决方案

esp32 java mcp mcp-client mcp-server spring-ai stt tts xiaozhi xiaozhi-ai xiaozhi-esp32 xiaozhi-server

Last synced: 21 Apr 2026

https://github.com/samuelgursky/davinci-resolve-mcp

MCP server integration for DaVinci Resolve

blackmagic blackmagic-design blackmagicdesign davinci-resolve davinciresolve mcp mcp-server

Last synced: 17 May 2026

https://github.com/operative-sh/web-eval-agent

An MCP server that autonomously evaluates web applications.

debugging debugging-tool mcp mcp-server modelcontextprotocol playwright qa vibe-coding vibe-testing

Last synced: 19 Jun 2025

https://github.com/openops-cloud/openops

The batteries-included, No-Code FinOps automation platform, with the AI you trust.

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Last synced: 28 Jan 2026

https://github.com/zinja-coder/jadx-ai-mcp

Plugin for JADX to integrate MCP server

ai java llm mcp mcp-server mcp-servers mobile model-context-protocol model-context-protocol-servers pentesting reverse-engineering sast vapt

Last synced: 28 Feb 2026

https://github.com/robotmcp/ros-mcp-server

Connect AI models like Claude & GPT with robots using MCP and ROS.

mcp mcp-server modelcontextprotocol ros ros-mcp-server ros2 ros2-mcp-server

Last synced: 29 Jan 2026

https://github.com/mongodb-js/mongodb-mcp-server

A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.

mcp mcp-server mongodb mongodb-atlas mongodb-database

Last synced: 17 Feb 2026

https://github.com/hyper-mcp-rs/hyper-mcp

📦️ A fast, secure MCP server that extends its capabilities through WebAssembly plugins.

ai extism llm mcp mcp-server oci

Last synced: 08 May 2026

https://github.com/browsermcp/mcp

Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser

browser-automation browser-extension claude cursor mcp mcp-server

Last synced: 13 Apr 2025

https://github.com/BrowserMCP/mcp

Browser MCP is a Model Context Provider (MCP) server that allows AI applications to control your browser

browser-automation browser-extension claude cursor mcp mcp-server

Last synced: 15 Apr 2025

https://github.com/xing5/mcp-google-sheets

This MCP server integrates with your Google Drive and Google Sheets, to enable creating and modifying spreadsheets.

google mcp mcp-server spreadsheet

Last synced: 14 May 2026

https://github.com/lucasastorian/llmwiki

Open Source Implementation of Karpathy's LLM Wiki. Upload documents, connect your Claude account via MCP, and have it write your wiki !

agents ai-agents claude karpathy knowledge-base llm llm-wiki mcp mcp-server rag supabase

Last synced: 16 May 2026

https://github.com/kontext-security/browser-use-mcp-server

Browse the web, directly from Cursor etc.

browser browser-use cursor mcp mcp-server playwright

Last synced: 22 Apr 2026

https://github.com/ankorstore/yokai

Simple, modular, and observable Go framework for backend applications.

backend dependency-injection framework go golang grpc-server http-server kubernetes mcp mcp-server metrics modular observability open-telemetry prometheus worker-pool yokai

Last synced: 24 Feb 2026

https://github.com/microsoft/wassette

Wassette: A security-oriented runtime that runs WebAssembly Components via MCP

capabilities mcp mcp-server oci oci-artifacts permissions wasm wasm-component wasmtime

Last synced: 04 Feb 2026

https://github.com/WJZ-P/gemini-skill

gemini drawing MCP & skill through browser, can be used in openclaw or any agent that supports MCP. Gemini画图 MCP和sill，支持龙虾或任何agent使用٩(๑>◡<๑)۶

automation browser-automation drawing gemini mcp mcp-client mcp-server openclaw openclaw-agent openclaw-skills openclawskill

Last synced: 28 Apr 2026

https://github.com/mihaelamj/cupertino

A local Apple Documentation crawler and MCP server. Written in Swift.

apple-documentation cli command-line-tool developer-tools documentation-tools local-server mcp mcp-server model-context-protocol offline-docs swift swiftpm

Last synced: 31 May 2026

https://github.com/browser-use/vibetest-use

Vibetest MCP - automated QA testing using Browser-Use agents

agents browser claude cursor mcp mcp-server

Last synced: 21 Jan 2026

https://github.com/rohitg00/kubectl-mcp-server

A Model Context Protocol (MCP) server for Kubernetes. Install: npx kubectl-mcp-server or pip install kubectl-mcp-tool

ai deployment devops genai kubernetes kubernetes-cluster kubernetes-tools llms mcp mcp-server npm pypi

Last synced: 27 Jan 2026

https://github.com/ivanmurzak/unity-mcp

AI-powered bridge connecting LLMs and advanced AI agents to the Unity Editor via the Model Context Protocol (MCP). Chat with AI to generate code, debug errors, and automate game development tasks directly within your project.

ai ai-integration claude claude-code claude-desktop copilot cursor deekseek game-development gamedev gemini llm mcp mcp-server model-context-protocol model-context-protocol-server model-context-protocol-servers openai unity windsurf

Last synced: 24 May 2026

https://github.com/openagentplatform/dive

Dive is an open-source MCP Host Desktop Application that seamlessly integrates with any LLMs supporting function calling capabilities. ✨

ai ai-agents llm-interface llm-ui mcp-client mcp-host mcp-server ollama ollama-client ollama-ui

Last synced: 26 Feb 2026

https://github.com/secretiveshell/mcp-bridge

A middleware to provide an openAI compatible endpoint that can call MCP tools

ai claude mcp mcp-server mcp-servers model-context-protocol openai openai-api

Last synced: 15 May 2025

https://github.com/cyfrin/aderyn

Solidity Static Analyzer that easily integrates into your editor

mcp-server rust solidity static-code-analyzer

Last synced: 22 Jan 2026

https://github.com/nduckmink/arkon

Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access policies, and AI skills. Connect Claude and other LLMs via Model Context Protocol (MCP) for automated, secure organizational knowledge integration.

enterprise-ai knowledge-base-embeddings knowledge-based-systems knowledge-bases llm-wiki-personal-knowledge-base mcp mcp-server model-context-protocol organizational-knowledge rag self-hosted wiki

Last synced: 14 May 2026

https://github.com/apify/apify-mcp-server

The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and automation tools available on the Apify Store.

agents ai mcp mcp-server

Last synced: 27 Apr 2026

https://github.com/liaokongVFX/MCP-Chinese-Getting-Started-Guide

Model Context Protocol(MCP) 编程极速入门

ai deepseek mcp mcp-server modelcontextprotocol

Last synced: 10 Apr 2025

https://github.com/mondaycom/vibe

🎨 Vibe Design System - Official monday.com UI resources for application development in React.js

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Last synced: 31 May 2026

https://github.com/f/mcptools

A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport.

mcp mcp-server modelcontextprotocol

Last synced: 16 May 2025

https://github.com/dadbodgeoff/drift

Codebase intelligence for AI. Detects patterns & conventions + remembers decisions across sessions. MCP server for any IDE. Offline CLI.

ai-tools cli code-quality csharp java mcp mcp-server model-context-protocol pattern-detection php python typescript vscode-extension

Last synced: 05 Feb 2026

https://github.com/jacksteamdev/obsidian-mcp-tools

Add Obsidian integrations like semantic search and custom Templater prompts to Claude or any MCP client.

mcp mcp-server model-context-protocol

Last synced: 25 Apr 2026

https://github.com/thorsten/phpmyfaq

phpMyFAQ - Open Source FAQ web application for PHP 8.3+ and MySQL, PostgreSQL and other databases

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Last synced: 23 May 2026

https://github.com/getsentry/sentry-mcp

An MCP server for interacting with Sentry via LLMs.

mcp-server tag-production

Last synced: 01 Apr 2026

https://github.com/mcp-ecosystem/mcp-gateway

🧩 MCP Gateway - A lightweight gateway service that instantly transforms existing APIs into MCP servers with zero code changes. Features Docker deployment and management UI, requiring no infrastructure modifications.

awesome mcp mcp-adapter mcp-gateway mcp-server rest-to-mcp restful-to-mcp

Last synced: 10 May 2025

https://github.com/SixHq/Overture

Overture is an open-source, locally running web interface delivered as an MCP (Model Context Protocol) server that visually maps out the execution plan of any AI coding agent as an interactive flowchart/graph before the agent begins writing code.

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Last synced: 08 May 2026

https://github.com/NPC-Worldwide/npcpy

The AI toolkit for the AI developer

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Last synced: 10 May 2025

https://github.com/christopherkarani/Wax

🍯 Memory layer for on-device AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer.

ai-agents cli coreml coreml-framework data-science machine-learning mcp mcp-server memory memory-cache memory-hacking metal on-device-ai rag rag-pipeline swift vector-database vector-embeddings vector-search vectordb

Last synced: 04 Mar 2026

https://github.com/kymo-mcp/mcpcan

MCPCAN is a centralized management platform for MCP services. It deploys each MCP service using a container deployment method. The platform supports container monitoring and MCP service token verification, solving security risks and enabling rapid deployment of MCP services. It uses SSE, STDIO, and STREAMABLEHTTP access protocols to deploy MCP。

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