AI & ML MCP servers
LLM gateways, embeddings, model orchestration, and AI utilities.
161 servers
n8n
n8n-io
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
ai-engineering-hub
patchy631
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
openfang
RightNow-AI
Open-source Agent Operating System
awesome-ai-apps
Arindam200
A collection of projects showcasing RAG, agents, workflows, and other AI use cases
kreuzberg
kreuzberg-dev
A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured information from PDFs, Office documents, images, and 97+ formats. Available for Rust, Python, Ruby, Java, Go, PHP, Elixir, C#, R, C, TypeScript (Node/Bun/Wasm/Deno)- or use via CLI, REST API, or MCP server.
yao
YaoApp
✨ Build AI agents and web apps — with a single binary.
53AIHub
53AI
53AI Hub is an open-source AI portal, which enables you to quickly build a operational-level AI portal to launch and operate AI agents, prompts, and AI tools. It supports seamless integration with development platforms like Coze, Dify, FastGPT, RAGFlow.
GLaDOS
dnhkng
This is the Personality Core for GLaDOS, the first steps towards a real-life implementation of the AI from the Portal series by Valve.
craft-agents-oss
lukilabs
craft-agents-oss — MCP server.
mcpo
open-webui
A simple, secure MCP-to-OpenAPI proxy server
Vibe-Trading
HKUDS
"Vibe-Trading: Your Personal Trading Agent"
Continuous-Claude-v3
parcadei
Context management for Claude Code. Hooks maintain state via ledgers and handoffs. MCP execution without context pollution. Agent orchestration with isolated context windows.
solon
opensolon
🔥 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)
openpencil
ZSeven-W
The world's first open-source AI-native vector design tool and the first to feature concurrent Agent Teams. Design-as-Code. Turn prompts into UI directly on the live canvas. A modern alternative to Pencil.
FireRed-OpenStoryline
FireRedTeam
FireRed-OpenStoryline is an AI video editing agent that transforms manual editing into intention-driven directing through natural language interaction, LLM-powered planning, and precise tool orchestration. It facilitates transparent, human-in-the-loop creation with reusable Style Skills for consistent, professional storytelling.
mcp2cli
knowsuchagency
Turn any MCP, OpenAPI, or GraphQL server into a CLI — at runtime, with zero codegen
korean-law-mcp
chrisryugj
국가법령정보MCP | 법제처 41개 API → 16개 MCP 도구. 법령·판례·조례·조약을 AI로 검색·조회·분석 + LLM 환각 방지 인용 검증 | 41 Korean legal APIs → 16 MCP tools with AI citation hallucination guard
mcp-brasil
Mcp-Brasil
MCP Server para 70 APIs públicas brasileiras
Risuai
kwaroran
Make your own story. User-friendly software for LLM roleplaying
jshookmcp
vmoranv
js hook toolkit that all you need
claude-code-mcp
steipete
Claude Code as one-shot MCP server to have an agent in your agent.
A2V
Devin-AXIS
A2V: Next-Gen AI Value Compute Protocol.
ref-tools-mcp
ref-tools
Helping coding agents never make mistakes working with public or private libraries without wasting the context window.
burp-ai-agent
six2dez
Burp Suite extension that adds built-in MCP tooling, AI-assisted analysis, privacy controls, passive and active scanning and more
mirobody
thetahealth
Your Data, Your AI — Health, Finance & More. Open Source, Privacy-First.
codesight
Houseofmvps
Universal AI context generator. Saves thousands of tokens per conversation in Claude Code, Cursor, Copilot, Codex, and more.
openapi-servers
open-webui
OpenAPI Tool Servers
web-search-mcp
mrkrsl
A simple, locally hosted Web Search MCP server for use with Local LLMs
mcp-gsc
AminForou
Google Search Console Insights with Claude AI for SEOs
MCP-Nest
rekog-labs
A NestJS module to effortlessly create Model Context Protocol (MCP) servers for exposing AI tools, resources, and prompts.
GhidrAssistMCP
symgraph
An native MCP server extension for Ghidra
google-search
web-agent-master
A Playwright-based Node.js tool that bypasses search engine anti-scraping mechanisms to execute Google searches. Local alternative to SERP APIs with MCP server integration.
claude-code-cli
huangserva
这是 Claude Code 的 CLI 客户端主体（src/ 目录），即整个终端交互层的源码。具体包含： 1. CLI 入口与命令解析 — main.tsx（4684行）、entrypoints/（CLI 模式、SDK 模式、MCP 模式） 2. 终端 UI 渲染 — components/（144 个组件，用 React + Ink 渲染终端界面） 3. 工具系统 — tools/（43 个工具，Bash、文件读写编辑、Grep、Glob、Web 搜索等） 4. API 通信层 — services/api/（与 Anthropic 后端通信） 5. MCP 协议 6. 多 Agent/Team 协作 l 7. 认证与策略 8. 辅助服务 等
UnrealClaude
Natfii
Claude Code CLI integration for Unreal Engine 5.7 - Get AI coding assistance with built-in UE5.7 documentation context directly in the editor.
google-meta-ads-ga4-mcp
irinabuht12-oss
MCP server for Google Ads, Meta Ads & GA4 — works with ChatGPT, Claude, Cursor, n8n, Windsurf & more. 250+ tools for campaign management, analytics & optimization.
biomcp
genomoncology
BioMCP: Biomedical Model Context Protocol
blockrun-mcp
BlockRunAI
Live data for AI agents — search, research, markets, crypto, X/Twitter. Pay-per-call via x402 micropayments.
codex-mcp-server
tuannvm
MCP server wrapper for OpenAI Codex CLI that enables Claude Code to leverage Codex's AI capabilities directly.
claude-video-vision
jordanrendric
Give Claude the ability to watch and understand videos — Claude Code plugin with frame extraction and multimodal audio analysis
azan-mcp
ahmedeltaher
Azan + Prayer Time + MCP + AI Agents + Islamic + Salah + A lightweight MCP library to calculate prayer times and trigger Azan with a single tool call. If you’re building an AI agent or prayer application, there’s no need to deal with astronomical calculations, timezones, or edge cases again.
1c_mcp
vladimir-kharin
Инструмент для создания MCP-серверов в 1С:Предприятие путем разработки расширения конфигурации. Позволяет интегрировать данные и функциональность 1С с AI-ассистентами (Claude, Cursor и т.д.). Включает Python-прокси и пример расширения 1С с готовыми инструментами.
solon-ai
opensolon
Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java25. It can also be embedded in SpringBoot, jFinal, Vert.x, Quarkus, and other frameworks.
evm-mcp-server
mcpdotdirect
MCP server that provides LLMs with tools for interacting with EVM networks
entroly
juyterman1000
Entroly-Daemon: Self-Evolving Daemon. Compress 2M-token repos into a razor-sharp Principal Engineer's context. 85–99% fewer tokens, 100% accuracy retention (verified by live API benchmarks). Built for Cursor, Claude Code, Opus, Codex, GPT & Custom Providers.
oreilly-ai-agents
sinanuozdemir
An introduction to the world of AI Agents
claude-code-studio
arnaldo-delisio
Transform Claude Code into a complete development studio with 40+ specialized AI agents, MCP integrations, and enterprise-grade workflows
pwno-mcp
pwno-io
MCP for Pwn
mcp_chatbot
keli-wen
A chatbot implementation compatible with MCP (terminal / streamlit supported)
PIXRA
dodufish
Pixelize the real world on-chain
Octopoda-OS
RyjoxTechnologies
The open-source memory operating system for AI agents. Persistent memory, semantic search, loop detection, agent messaging, crash recovery, and real-time observability.
claude-in-mobile
AlexGladkov
MCP server for mobile and desktop automation — Android (via ADB), iOS Simulator (via simctl), and Desktop (Compose Multiplatform). Like Claude in Chrome but for mobile devices and desktop apps
claude-gemini-mcp-slim
cmdaltctr
Lightweight MCP integration bringing Google's Gemini AI capabilities to Claude Code with 1M+ token context window, smart model selection, and powerful code analysis tools
claude-context-local
FarhanAliRaza
Code search MCP for Claude Code. Make entire codebase the context for any coding agent. Embeddings are created and stored locally. No API cost.
amazon-sorftime-research-MCP-skill
liangdabiao
亚马逊选品 之 Listing全维度穿透分析报告 加上 全品类分析 ，关键词分析，差评分析 ，市场调研 等等。OpenClaw /claude code agent skill, amazon sorftime research MCP 智能体skill.基于 Sorftime MCP 服务和 Claude Skills 的亚马逊竞品分析工具集。
Corbell
Corbell-AI
AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.
mcp-server-wazuh
gbrigandi
MCP Server for Wazuh SIEM
gemini-mcp
RLabs-Inc
MCP Server that enables Claude code to interact with Gemini
open-streetmap-mcp
jagan-shanmugam
An OpenStreetMap MCP server implementation that enhances LLM capabilities with location-based services and geospatial data.
Nano-Banana-MCP
ConechoAI
A Nano Banana MCP server, which you can integrate to cursor/claude code and any mcp client
claude-code-orchestrator-kit
maslennikov-ig
🎼 Turn Claude Code into a production powerhouse. 33+ AI agents automate bug fixing, security scanning, and dependency management. 19 slash commands, 6 MCP configs (600-5000 tokens), quality gates, and health monitoring. Ship faster, ship safer, ship smarter.
mcp-server-siri-shortcuts
dvcrn
MCP for calling Siri Shorcuts from LLMs
mcp-server-typescript
dataforseo
DataForSEO API modelcontextprotocol server
ghost-mcp
MFYDev
A Model Context Protocol (MCP) server for interacting with Ghost CMS through LLM interfaces like Claude. Allow you to control your Ghost blog by simply asking Claude etc.
sunpeak
Sunpeak-AI
Local-first MCP App framework for ChatGPT Apps, Claude, and more.
cryptocurrency.cv
nirholas
Free crypto news API - real-time aggregator for Bitcoin, Ethereum, DeFi, Solana & altcoins. No API key required. RSS/Atom feeds, JSON REST API, historical archive with market context, embeddable widgets, ChatGPT plugin, Claude MCP server, SDKs (Python, TypeScript, Go, React, PHP). AI/LLM ready. Vibe coding friendly. Open source.
mengram
alibaizhanov
Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.
claude-code-crash-course
emarco177
Hands-on crash course for Claude Code with branch-based projects on MCP, subagents, hooks, and automation.
Easy-MCP-AutoCad
zh19980811
这个项目是一个基于Model Context Protocol (MCP)的AutoCAD集成服务器，它允许通过自然语言与AutoCAD进行交互。通过这个服务器，用户可以使用Claude等大型语言模型来创建、修改和分析AutoCAD图纸，同时还可以存储和查询CAD元素的相关数据。目前制作参考学习，仅实现端到端之间的通信，具体工具函数尚未晚上
any-chat-completions-mcp
pyroprompts
MCP Server for using any LLM as a Tool
claude-prompts
minipuft
MCP prompt template server: hot-reload, thinking frameworks, quality gates
mcp-think-tool
DannyMac180
An MCP server implementing the think tool for Claude
claude-code-handbook
ThamJiaHe
Comprehensive guide for writing professional Claude Standard prompts with MCP, Skills, and Superpowers integration. Official Anthropic best practices for Claude 4.x models.
mcp-shodan
BurtTheCoder
MCP server for Shodan — search internet-connected devices, IP reconnaissance, DNS lookups, and CVE/CPE vulnerability intelligence. Works with Claude Code, Codex, Gemini CLI, and Claude Desktop.
mcp-svelte-docs
spences10
🔍 MCP server that lets you search and access Svelte documentation with built-in caching
dario
askalf
Local LLM router. One endpoint for Claude Max/Pro, OpenAI, OpenRouter, Groq, Ollama, LiteLLM, any OpenAI-compat URL — your tools don't need to change. OAuth for Claude subscriptions, multi-account pool, MCP server. Zero runtime deps.
octagon-mcp-server
OctagonAI
A free MCP server to analyze and extract insights from public filings, earnings transcripts, financial metrics, stock market data, private market transactions, and deep web-based research within Claude Desktop and other popular MCP clients.
roampal
roampal-ai
Memory that learns what works.
brave-search-mcp
mikechao
An MCP Server implementation that integrates the Brave Search API, providing, Web Search, Local Points of Interest Search, Image Search, Video Search, News Search and LLM Context Search capabilities
agent-designer
appautomaton
Purpose Design and maintain Codex/Claude-style SKILLs, plus supporting docs and MCP tool catalog.
mcp-dock
OldJii
A cross-platform MCP Server manager for Cursor, Claude, Windsurf, Zed & TRAE. Features one-click installation, multi-client sync, and a curated registry of Official & Smithery servers.
mcp-voice-hooks
johnmatthewtennant
MCP server plugin for voice input and output in Claude Code
mcp-reticle
soth-ai
Reticle intercepts, visualizes, and profiles JSON-RPC traffic between your LLM and MCP servers in real-time, with zero latency overhead. Stop debugging blind. Start seeing everything.
omega-memory
omega-memory
Persistent memory for AI coding agents
gopher-mcp
GopherSecurity
MCP C++ SDK - Model Context Protocol implementation in CPP with enterprise-grade security, visibility and connectivity.
awesome-mcp-enterprise
bh-rat
A curated list of awesome MCP (Model Context Protocol) tools, platforms, and services for enterprises.
mcp-image
shinpr
MCP server for AI image generation and editing with automatic prompt optimization and quality presets (fast/balanced/quality). Powered by Gemini (Nano Banana 2 & Pro).
claude-flows
xyzthiago
🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, distributed swarm intelligence, RAG integration, and native Claude Code support via MCP protocol. Ranked #1 in agent-based frameworks.
jarvis-onshape-mcp
ReshefElisha
Jarvis Onshape MCP — Claude Code plugin for driving real Onshape CAD. Vision-decomposition skill + truth-telling + parametric iteration + FeatureScript.
mcp-sse-demo
cnych
claude mcp sse demo with server and client(cli、web)
blender-open-mcp
dhakalnirajan
Open Models MCP for Blender Using Ollama
mcp-server
bitDive
BitDive Model Context Protocol (MCP) server. The Autonomous Quality Loop for AI agents. Provides real runtime context, before/after trace comparison, and integration testing workflows.
erpnext-mcp-server
rakeshgangwar
Connect AI assistants to your ERPNext instance via the Model Context Protocol (MCP) using the official Frappe API.
neurolink
juspay
Streams are the future of AI powered by unlimited free tokens.
crawl4ai-mcp-server
sadiuysal
🕷️ A lightweight Model Context Protocol (MCP) server that exposes Crawl4AI web scraping and crawling capabilities as tools for AI agents. Similar to Firecrawl's API but self-hosted and free. Perfect for integrating web scraping into your AI workflows with OpenAI Agents SDK, Cursor, Claude Code, and other MCP-compatible tools.
MediaWiki-MCP-Server
ProfessionalWiki
Model Context Protocol (MCP) Server to connect your AI with any MediaWiki
choturobo
vishalmysore
Integrate Arduino-based robotics (using the NodeMCU ESP32 or Arduino Nano 368 board) with AI using the MCP (Model Context Protocol) framework from Claude Anthropic
native-devtools-mcp
sh3ll3x3c
MCP server for computer use & browser automation - screenshot, OCR, click, type, find_text, Chrome/Electron CDP, template matching. macOS, Windows & Android. Works with Claude, Cursor, and any MCP client.
houtini-lm
houtini-ai
MCP server that saves Claude Code tokens by delegating bounded tasks to local or cloud LLMs. Works with LM Studio, Ollama, vLLM, DeepSeek, Groq, Cerebras.
shellward
jnMetaCode
AI Agent Security Middleware — 8-layer defense, DLP data flow, prompt injection detection, zero dependencies. SDK + MCP server for Claude Code, Cursor, LangChain, Hermes Agent & more.
anilist-mcp
yuna0x0
AniList MCP server for accessing anime and manga data
open-claude-in-chrome
noemica-io
Claude in Chrome, reverse-engineered and open-source. No domain blocklist. Any Chromium browser. Same 18 MCP tools, same performance.
mcpick
spences10
Claude Code extension manager — MCP servers, plugins (skills, hooks, agents), and marketplaces
boilerplate-mcp-server
aashari
TypeScript Model Context Protocol (MCP) server boilerplate providing IP lookup tools/resources. Includes CLI support and extensible structure for connecting AI systems (LLMs) to external data sources like ip-api.com. Ideal template for creating new MCP integrations via Node.js.
deepseek-thinker-mcp
ruixingshi
A MCP provider Deepseek reasoning content to MCP-enabled AI Clients, like Claude Desktop. Supports access to Deepseek's CoT from the Deepseek API service or a local Ollama server.
agenti
nirholas
Give any AI agent a crypto wallet. Agents deserve access to money. Pay x402 APIs, receive USDC, check balances — autonomously. Works with Claude, LangChain, AutoGen, CrewAI, and any MCP client. EVM + Solana.
Easy-Deal
xszyou
就算有一套完全自动赚钱的工具，你也会经常盯着它。你跟专业交易员对比，差别在于是否看得懂。而EasyDeal 就是解决这个问题的一套框架，提供一组MCP工具，接入 openclaw、Claude Code, Fay等agent后，在MT5交易环境可以协同各种策略工作，监控策略的执行、为你解答各种问题、指导你做出突发处理，甚至直接帮你修改策略代码。
nutrient-dws-mcp-server
PSPDFKit
A Model Context Protocol (MCP) server implementation that integrates with the Nutrient Document Web Service (DWS) Processor API, providing powerful PDF processing capabilities for AI assistants.
asta-skill
Agents365-ai
Asta MCP skill — give Claude Code/Codex/Cursor/Windsurf/OpenClaw access to Semantic Scholar via Ai2 Asta MCP server
agents
amtiYo
One .agents source of truth to sync MCP servers, skills, and instructions across Codex, Claude Code, Gemini CLI, Cursor, Copilot, and Antigravity.
notebooklm-mcp-secure
Pantheon-Security
Secure NotebookLM MCP Server - Query Google NotebookLM from Claude/AI agents with 17 security hardening layers
quick-mcp-example
ALucek
Short and sweet example MCP server / client implementation for Tools, Resources and Prompts.
chucknorris
pollinations
⚡ C̷h̷u̷c̷k̷N̷o̷r̷r̷i̷s̷ MCP server: Helping LLMs break limits. Provides enhancement prompts inspired by elder-plinius' L1B3RT4S
nutrient-document-engine-mcp-server
PSPDFKit
A Model Context Protocol (MCP) server implementation exposes document processing capabilities through natural language, supporting both direct human interaction and AI agent tool calling.
mcp-batchit
ryanjoachim
🚀 MCP aggregator for batching multiple tool calls into a single request. Reduces overhead, saves tokens, and simplifies complex operations in AI agent workflows.
ppt-translator
daekeun-ml
A powerful PowerPoint translation tool that leverages Amazon Bedrock models for high-quality translation. This service can be used both as a standalone command-line tool and as a MCP for integration with AI assistants like Claude Code and Kiro. It translates PowerPoint presentations while preserving formatting and structure.
oh-my-codex
scalarian
oh-my-codex (omx) — Orchestration layer for OpenAI Codex CLI. Async Claude Code delegation (no timeouts), structured workflows (autopilot, TDD, code review, planning), persistent state & memory. Like oh-my-zsh but for Codex.
claude-world-studio
claude-world
AI-powered content pipeline: trend discovery → research → social publishing. Built with Claude Agent SDK + MCP.
mcp-gemini-search
arjunprabhulal
Model Context Protocol (MCP) with Gemini 2.5 Pro. Convert conversational queries into flight searches using Gemini's function calling capabilities and MCP's flight search tools
tiger_cowork
Sompote
A self-hosted AI workspace unifying chat, code execution, parallel multi-agent orchestration, and project management. Each agent runs on a distinct provider — OpenAI-compatible APIs, Claude Code, or Codex CLI. MCP servers extend the toolbox. Built for 100+ tool-call sessions with context compression and checkpoint recovery.
ebay-mcp
YosefHayim
Open source local MCP server providing AI assistants with comprehensive access to eBay's Sell APIs. Includes 325 tools for inventory management, order fulfillment, marketing campaigns, analytics, developer tools, and more.
camofox-mcp
redf0x1
Anti-detection browser MCP server for AI agents — navigate, interact, and automate the web without getting blocked
Talon
CarbeneAI
Penetration Testing MCP for Claude Code. AI-assisted security testing with automated recon, service enumeration, and reporting.
safari-mcp
achiya-automation
Native Safari browser automation for AI agents. 80 tools via AppleScript — zero overhead, keeps logins, runs silently in background. Drop-in alternative to Chrome DevTools MCP with 40-60% less CPU/heat on Apple Silicon.
octave-mcp
elevanaltd
OCTAVE protocol - structured AI communication with 3-20x token reduction. MCP server with lenient-to-canonical pipeline and schema validation.
Next-Level-Pentesting-Using-Claude-AI-with-Burp-Suite-Community-via-MCP
LvL23HT
If you're using Burp Suite Community Edition and want to supercharge your workflow with some powerful AI assistance – without needing Burp Pro – then this guide is going to blow your mind.
mcp-domain-availability
imprvhub
A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart suggestions. Zero-clone installation via uvx.
codexlens-search
catlog22
Lightweight semantic code search engine — 2-stage vector + FTS + RRF fusion + MCP server for Claude Code
LLaMa-MCP-Streamlit
Nikunj2003
AI assistant built with Streamlit, NVIDIA NIM (LLaMa 3.3:70B) / Ollama, and Model Control Protocol (MCP).
maniple
Martian-Engineering
MCP server for orchestrating Claude Code or Codex sessions via iTerm2 or tmux
bioinformatics-agent-skills
variomeanalytics
MCP server for bioinformatics agent skills — query a knowledge graph of 78 bioinformatics workflows directly from Claude Code
Perplexity-Comet-MCP
RapierCraft
MCP server connecting Claude Code to Perplexity Comet browser. Autonomous web browsing, agentic research, multi-tab management. Windows/WSL/macOS support. Smart completion detection, auto-reconnect, tab protection. Enhanced fork with 7 tools including comet_tabs.
dexpaprika-mcp
coinpaprika
DexPaprika MCP server allows access real-time and historical data on crypto tokens, DEX trading activity, and liquidity across multiple blockchains. It enables natural language queries for exploring market trends, token performance, and DeFi analytics through a standardized interface.
UniClaude
TheArcForge
Claude Code, natively inside Unity Editor. A dockable chat window with full project awareness, 60+ MCP tools, and zero alt-tabbing.
modelcontextprotocol.name
nirholas
Give AI agents access to money 💰1,100+ MCP tools — swap, bridge, stake, lend, trade, and deploy across most blockchains. The open MCP gateway where AI meets DeFi. Trade crypto, swap across DEXs, bridge chains, stake tokens, lend, track whales, read market news, analyze smart contracts, pay other agents autonomously via x402.
ModelContextProtocolClients.jl
Cvikli
Simplest MCP Client layer.
tappay-agent-wallet
TapPay
TapPay Agent Wallet 透過 [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) 提供一組工具，讓 AI Agent 能夠代替使用者完成線上信用卡付款——從身份驗證、卡片綁定確認到產生一次性虛擬卡號，全程由 Agent 自動完成。
ModelContextProtocol-WebAPI
enesdonmez
ASP.NET Core WebAPI tabanlı Model Context Protocol (MCP) ile Tool oluşturma
mcpserver-finder
ModelContextProtocol-Security
mcpserver-finder: Find and evaluate MCP servers with expert judgment checks for quality, security, and safety. Customizable tool with practical search methods and optional teaching guidance. Part of the Model Context Protocol Security initiative, a Cloud Security Alliance project
mcp-orchestrator
mrorigo
lightweight TypeScript library for composing and orchestrating [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) servers into domain-specific "experts"
openclaw-mcp
Good0007
将 [OpenClaw](https://openclaw.ai) Gateway WebSocket API 封装为 [MCP (Model Context Protocol)](https://modelcontextprotocol.io/) 服务，让任何支持 MCP 的宿主（Claude Desktop、Cursor、VS Code Copilot Chat 等）可以直接与 OpenClaw 交互。
ModelContextProtocol
ix-magazin
ModelContextProtocol — MCP server.
ModelContextProtocol-Agent-Example
patsab
ModelContextProtocol-Agent-Example — MCP server.
mcp-client-gemini
4ourlab
MCP Client implementation for Gemini models. Reference: https://modelcontextprotocol.io
wcp
ta1kun
WCP is to the web what [MCP](https://modelcontextprotocol.io) is to tools. While MCP connects AI models to local tools and services, **WCP connects AI agents to websites** via standard HTTP.
experimental-ext-tasks
modelcontextprotocol
Status: Experimental. This repository provides a reference for the tasks extensions to the MCP protocol, allowing for long-running operations, such as Agent communication, in MCP.
ModelContextProtocol
miguelxp12
Un protocolo para gestionar el contexto de modelos
modelcontextprotocol-quickstart-resources
jurgen-paul
modelcontextprotocol-quickstart-resources — MCP server.
ModelContextProtocolBasic
deustchkinder
LLM'lerin üzerine agent'lar ve karmaşık iş akışları oluşturmamızı sağlayan bir protokol.
ModelContextProtocol_test
nairsidharthh
ModelContextProtocol_test — MCP server.
Axendo.ModelContextProtocol.Umbraco
AxendoNL
Axendo.ModelContextProtocol.Umbraco — MCP server.
ModelContextProtocol_DemoServer
urabexon
ModelContextProtocol_DemoServer — MCP server.
MCP.Client.Dev
cyberkoolman
How to create MCP Client using ModelContextProtocol sdk
mcp-client-claude
4ourlab
MCP Client implementation for Claude models. Reference: https://modelcontextprotocol.io
mcp-client-gpt
4ourlab
MCP Client implementation for GPT models. Reference: https://modelcontextprotocol.io
mcp-quickstart-server
MacoTasu
https://modelcontextprotocol.io/quickstart/server を試しました
weather-mcp
GiordanPretelin
a weather MCP following Anthropic's https://modelcontextprotocol.io/docs/develop/build-server
anthropic-mcp-demo
angryfoxx
Demo for mcps that follows anthropic documents here: https://modelcontextprotocol.io/docs/develop/build-server
MCP-Demo2
jayapradaap
This is the replica of MCP Server for weather forecasting given by Anthropic Claude in their official website : https://modelcontextprotocol.io/docs/develop/build-server #opensource
ai-workflow-orchestrator-docs
ravinderji
A lightweight, Spring Boot–friendly plugin framework** to orchestrate complex AI workflows — integrating multiple LLMs, tools, and [MCP (Model Context Protocol)](https://modelcontextprotocol.io/) services with zero boilerplate
mcp_codebase_knowledege
KUSH42
A [Model Context Protocol](https://modelcontextprotocol.io/) server that gives LLM agents structured access to architectural decisions, code patterns, and project conventions. Backed by BM25 search with stemming, stopword removal, and document-length normalization - no embedding model required.
AI-Agent-using-mcp-server
kanishka2195
AI Agent Twitter Bot is a Node.js-based CLI tool that uses ModelContextProtocol (MCP) to interact with users and perform tasks like tweeting via the Twitter API v2. It supports actions like posting tweets and adding numbers, with secure token handling using dotenv. Ideal for educational use, it brings AI-powered automation to your terminal.