modelcontextprotocol

There are 33 repositories under modelcontextprotocol topic.

microsoft / mcp-for-beginners
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable, and secure AI workflows from session setup to service orchestration.
csharp java javascript javascript-applications mcp mcp-client mcp-security mcp-server model model-context-protocol modelcontextprotocol python rust typescript
Language:Jupyter Notebook 13071
fastapi_mcp
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
Language:Python 11024
mcp
awslabs / mcp
AWS MCP Servers — helping you get the most out of AWS, wherever you use MCP.
aws mcp mcp-client mcp-clients mcp-host mcp-server mcp-servers mcp-tools modelcontextprotocol
Language:Python 7159
mrexodia / ida-pro-mcp
AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.
ai aiagent binary-analysis ida-plugin ida-pro mcp mcp-server modelcontextprotocol reverse-engineering
Language:Python 4163
metorial / metorial
Connect any AI model to 600+ integrations; powered by MCP 📡 🚀
agent agentic-ai agentic-workflow container docker mcp modelcontextprotocol security
Language:TypeScript 3095
liaokongVFX / MCP-Chinese-Getting-Started-Guide
Model Context Protocol(MCP) 编程极速入门
ai deepseek mcp mcp-server modelcontextprotocol
3081
supermemoryai / apple-mcp
Collection of apple-native tools for the model context protocol.
applescripts modelcontextprotocol
Language:TypeScript 2795
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)
java microservice rpc rest-api plugin no-spring web-framework solon solon-cloud ioc-framework aop-framework remoting no-servlet miro-framework llm mcp-server modelcontextprotocol openai
Language:Java 2642
Jpisnice / shadcn-ui-mcp-server
A mcp server to allow LLMS gain context about shadcn ui component structure,usage and installation,compaitable with react,svelte 5,and vue
ai mcp modelcontextprotocol ts typescript shadcn-ui ui webdev nextjs npm npm-package npx react svelte sveltekit vue vuejs
Language:TypeScript 2438
mattzcarey / shippie
extendable code review and QA agent 🚢
agent agents cicd code-quality code-review github gpt-4 huggingface mcp modelcontextprotocol openai opensource qa qa-automation quality-assurance
Language:TypeScript 2278
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
Language:JavaScript 1555
MCPJam / inspector
Visual inspector for MCP server - Postman for MCP
mcp modelcontextprotocol mcp-clients mcp-tools opensource testing-framework testing-tools typescript
Language:TypeScript 1341
f / mcptools
A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport.
mcp mcp-server modelcontextprotocol
Language:Go 1329
invariantlabs-ai / mcp-scan
Constrain, log and scan your MCP connections for security vulnerabilities.
agent ai mcp modelcontextprotocol security
Language:Python 1248
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
Language:Python 1204
basementstudio / xmcp
The TypeScript MCP framework
framework mcp modelcontextprotocol typescript
Language:TypeScript 1092
chongdashu / unreal-mcp
Enable AI assistant clients like Cursor, Windsurf and Claude Desktop to control Unreal Engine through natural language using the Model Context Protocol (MCP).
mcp-server modelcontextprotocol unreal-engine-5
Language:C++ 1012
QuantGeekDev / mcp-framework
A framework for writing MCP (Model Context Protocol) servers in Typescript
anthropic claude genai llm llms mcp modelcontextprotocol
Language:TypeScript 872
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
Language:Python 809
containers / kubernetes-mcp-server
Model Context Protocol (MCP) server for Kubernetes and OpenShift
containers context kubernetes kubernetes-mcp mcp model modelcontextprotocol openshift protocol
Language:Go 771
BigSweetPotatoStudio / HyperChat
HyperChat is a Chat client that strives for openness, utilizing APIs from various LLMs to achieve the best Chat experience, as well as implementing productivity tools through the MCP protocol.
agent chat-application llm local-agent mcp modelcontextprotocol
Language:TypeScript 694
TBXark / mcp-proxy
An MCP proxy server that aggregates and serves multiple MCP resource servers through a single HTTP server.
claude mcp mcp-client mcp-server modelcontextprotocol
Language:Go 572
bgauryy / octocode-mcp
MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform any accessible codebase/s into AI-optimized knowledge on simple and complex flows | Find real implementations and live docs from anywhere
ai claude-ai cursor-ai development mcp modelcontextprotocol octocode ai-agents ai-tools code-intelligence code-search cursor github-api model-context-protocol semantic-search vibe-coding github agent context llm
Language:TypeScript 567
truffle-ai / dexto
The Intelligence Layer for AI agents. Connect your models, tools, and data to create agentic apps that can think, act and talk to you.
ai ai-agent ai-agents ai-tools contributions-welcome function-calling llm mcp mcp-client modelcontextprotocol typescript
Language:TypeScript 505
spences10 / mcp-sequentialthinking-tools
🧠 An adaptation of the MCP Sequential Thinking Server to guide tool usage. This server provides recommendations for which MCP tools would be most effective at each stage.
mcp model-context-protocol modelcontextprotocol tool
Language:TypeScript 498
rekog-labs / MCP-Nest
A NestJS module to effortlessly create Model Context Protocol (MCP) servers for exposing AI tools, resources, and prompts.
llm llms mcp modelcontextprotocol nestjs model-context-protocol mcp-nest
Language:TypeScript 496
web-agent-protocol
OTA-Tech-AI / web-agent-protocol
🌐Web Agent Protocol (WAP) - Record and replay user interactions in the browser with MCP support
ai-agents ai-tools browser-automation browser-use llm playwright python mcp mcp-server wap web-agent-protocol modelcontextprotocol record-replay web-agents
Language:Python 480
obot-platform / obot
Open-source MCP Gateway and AI Platform
ai mcp modelcontextprotocol
Language:Go 443
VikashLoomba / copilot-mcp
A powerful VSCode extension that lets you find and install MCP servers to use with GitHub Copilot, Claude Code, and Codex CLI.
copilot copilot-chat mcp mcp-server modelcontextprotocol vscode-extension
Language:TypeScript 442
grll / mcpadapt
Unlock 650+ MCP servers tools in your favorite agentic framework.
langchain llamaindex modelcontextprotocol pydantic-ai smolagents swarm
Language:Python 408
yuniko-software / minecraft-mcp-server
A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecraft character in real-time, allowing AI assistants to build structures, explore the world, and interact with the game environment through natural language instruction
artificial-intelligence claude javascript large-language-models mcp mcp-server minecraft modelcontextprotocol natural-language-processing nodejs typescript
Language:TypeScript 380
gannonh / memento-mcp
Memento MCP: A Knowledge Graph Memory System for LLMs
claude-desktop cursor knowledge-graph modelcontextprotocol neo4j vector-database
Language:TypeScript 345
blurrah / mcp-graphql
Model Context Protocol server for GraphQL
ai llm mcp mcp-server modelcontextprotocol
Language:TypeScript 318
mattt / emcee
MCP generator for OpenAPIs 🫳🎤💥
agents modelcontextprotocol openapi
Language:Go 309
docfork / docfork-mcp
Up-to-date documentation for devs and AI agents.
mcp mcp-server modelcontextprotocol documentation vibe-coding
Language:TypeScript 299
smithery-ai / sdk
Smithery helps AI agents access external services via a unified gateway.
agentic modelcontextprotocol
Language:TypeScript 289

modelcontextprotocol

microsoft / mcp-for-beginners

tadata-org / fastapi_mcp

awslabs / mcp

mrexodia / ida-pro-mcp

metorial / metorial

liaokongVFX / MCP-Chinese-Getting-Started-Guide

supermemoryai / apple-mcp

opensolon / solon

Jpisnice / shadcn-ui-mcp-server

mattzcarey / shippie

brightdata / brightdata-mcp

MCPJam / inspector

f / mcptools

invariantlabs-ai / mcp-scan

Operative-Sh / web-eval-agent

basementstudio / xmcp

chongdashu / unreal-mcp

QuantGeekDev / mcp-framework

robotmcp / ros-mcp-server

containers / kubernetes-mcp-server

BigSweetPotatoStudio / HyperChat

TBXark / mcp-proxy

bgauryy / octocode-mcp

truffle-ai / dexto

spences10 / mcp-sequentialthinking-tools

rekog-labs / MCP-Nest

OTA-Tech-AI / web-agent-protocol

obot-platform / obot

VikashLoomba / copilot-mcp

grll / mcpadapt

yuniko-software / minecraft-mcp-server

gannonh / memento-mcp

blurrah / mcp-graphql

mattt / emcee

docfork / docfork-mcp

smithery-ai / sdk