Clear ×

Modelcontextprotocol

18 repositories found

containers

containers

kubernetes-mcp-server
Go Rising Star AI analysis

A native Go-based Model Context Protocol (MCP) server that enables large language models and AI tools to interact directly with Kubernetes and...

Production ready Niche use case
containers context kubernetes
1.8k
384
84
50/wk
active
8/10 DevOps
mrexodia

mrexodia

ida-pro-mcp
Python AI analysis

An MCP (Model Context Protocol) server that integrates IDA Pro reverse engineering with large language models, enabling AI-assisted binary analysis....

Production ready Single maintainer Niche use case
ai aiagent binary-analysis
10k
1.2k
41
143/wk
recent
7/10 Security
snyk

snyk

agent-scan
Python AI analysis

Snyk Agent Scan is a specialized security scanner that discovers and analyzes AI agents, MCP (Model Context Protocol) servers, and agent skills for...

Production ready Niche use case
agent ai mcp
2.8k
245
1
37/wk
active
7/10 Security
alpic-ai

alpic-ai

skybridge
TypeScript AI analysis

Skybridge is a full-stack TypeScript framework for building type-safe MCP (Model Context Protocol) applications with React-powered UIs that run on...

Production ready Niche use case
agent ai apps-sdk
1.9k
120
45
25/wk
active
8/10 AI & ML
modelcontextprotocol

modelcontextprotocol

ext-apps
TypeScript AI analysis

MCP Apps is a specification and SDK for building interactive UIs (charts, forms, dashboards) that render inline in Claude, ChatGPT, and other AI chat...

Production ready Beginner friendly Niche use case
ai apps mcp
2.6k
334
168
30/wk
active
8/10 AI & ML
microsoft

microsoft

mcp-for-beginners
Jupyter Notebook AI analysis

A Microsoft-authored open-source curriculum teaching Model Context Protocol (MCP) fundamentals through practical, cross-language examples in .NET,...

Beginner friendly
csharp java javascript
16.7k
5.5k
4
71/wk
active
8/10 Education
robotmcp

robotmcp

ros-mcp-server
Python AI analysis

ROS-MCP-Server bridges large language models (Claude, GPT, Gemini) with robots via the Model Context Protocol, enabling bidirectional AI control and...

Production ready Single maintainer Niche use case
mcp mcp-server modelcontextprotocol
1.3k
199
24
9/wk
active
8/10 IoT
MCPJam

MCPJam

inspector
TypeScript AI analysis

MCPJam Inspector is a testing and evaluation platform designed specifically for debugging, inspecting, and evaluating MCP (Model Context Protocol)...

Production ready Niche use case
anthropic chatgpt cicd
2.1k
244
245
12/wk
active
8/10 Dev Tools
awslabs

awslabs

mcp
Python AI analysis

This is a suite of specialized MCP (Model Context Protocol) servers that enable AI agents and LLMs to interact with AWS services. It serves...

Production ready Niche use case
aws mcp mcp-client
9.4k
1.6k
833
36/wk
active
7/10 AI & ML
mcp-use

mcp-use

mcp-use
TypeScript AI analysis

mcp-use is a fullstack framework for building MCP (Model Context Protocol) Servers and Apps that integrate with ChatGPT, Claude, and AI agents. It...

Production ready Beginner friendly Niche use case
agentic-framework ai apps-sdk
10.3k
1.4k
116
39/wk
active
8/10 AI & ML
brightdata

brightdata

brightdata-mcp
JavaScript AI analysis

A Model Context Protocol server that connects LLMs to live web data through Bright Data's infrastructure, enabling AI agents to access real-time web...

Production ready Niche use case
ai-agents ai-integrations anti-bot-detection
2.5k
314
18
6/wk
recent
8/10 AI & ML
mattzcarey

mattzcarey

shippie
TypeScript AI analysis

Shippie is an AI-powered code review agent that analyzes pull requests, identifies issues like exposed secrets and inefficient code, and posts...

Production ready Single maintainer Niche use case
agent agents code-quality
2.4k
244
8
4/wk
active
8/10 DevOps
metorial

metorial

metorial
TypeScript AI analysis

Metorial is an open-source identity and access layer for AI agents, enabling secure connections to 1200+ integrations (SaaS, enterprise systems, MCP...

Production ready Niche use case
agent agentic-ai agentic-workflow
3.3k
361
4
4/wk
active
8/10 Security
opensolon

opensolon

solon
Java AI analysis

Solon is a Java enterprise application framework designed as a lighter, faster alternative to Spring, emphasizing resource efficiency and rapid...

Production ready Niche use case
aop-framework ioc-framework java
2.8k
262
16
1/wk
active
7/10 Web Dev
modelcontextprotocol

modelcontextprotocol

csharp-sdk
C# AI analysis

The official C# SDK for the Model Context Protocol (MCP), enabling .NET applications to implement and interact with MCP clients and servers for...

Production ready Niche use case
csharp dotnet mcp
4.4k
734
182
recent
8/10 AI & ML
basementstudio

basementstudio

xmcp
TypeScript AI analysis

xmcp is a TypeScript framework for building and deploying MCP (Model Context Protocol) servers, designed to streamline development with file system...

Production ready Beginner friendly Niche use case
framework mcp modelcontextprotocol
1.3k
87
22
recent
7/10 Dev Tools
tadata-org

tadata-org

fastapi_mcp
Python AI analysis

FastAPI-MCP exposes FastAPI endpoints as Model Context Protocol (MCP) tools that can be used by AI models and agents like Claude, with built-in...

Production ready Beginner friendly Niche use case
ai authentication authorization
11.9k
952
158
5/wk
slow
8/10 AI & ML
Jpisnice

Jpisnice

shadcn-ui-mcp-server
TypeScript AI analysis

An MCP (Model Context Protocol) server that provides AI assistants with structured access to shadcn/ui component source code, documentation, and...

Production ready Single maintainer Niche use case
ai expo mcp
2.8k
295
5
slow
8/10 Dev Tools