#Modelcontextprotocol
Showing 51 of 51 repositories tagged #modelcontextprotocol, ranked by stars
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.
Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.
AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.
Open source MCP Servers for AWS
Connect any AI model to 1200+ integrations (MCP, CLI, API)
A mcp server to allow LLMS gain context about shadcn ui component structure,usage and installation,compaitable with react,svelte 5,vue & React Native
Security scanner for AI agents, MCP servers and agent skills.
๐ฅ 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)
A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.
Testing and evaluation platform to chat, inspect, and debug MCP servers, MCP apps, and ChatGPT apps.
Skybridge is a full-stack TypeScript framework for MCP Apps and ChatGPT Apps. Type-safe. React-powered. Platform-agnostic.
Model Context Protocol (MCP) server for Kubernetes and OpenShift
The Typescript MCP Framework
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
Complete MCP Platform -- Hosting, Registry, Gateway, and Chat Client
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 MCPใ
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.
A NestJS module to effortlessly create Model Context Protocol (MCP) servers for exposing AI tools, resources, and prompts.
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
A coding agent and general agent harness for building and orchestrating agentic applications.
๐Web Agent Protocol (WAP) - Record and replay user interactions in the browser with MCP support
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.
Model Context Protocol server for GraphQL
A collection of Model Context Protocol (MCP) servers, clients and developer tools by IBM.
Control Neovim using Model Context Protocol (MCP) and the official neovim/node-client JavaScript library
K8s-mcp-server is a Model Context Protocol (MCP) server that enables AI assistants like Claude to securely execute Kubernetes commands. It provides a bridge between language models and essential Kubernetes CLI tools including kubectl, helm, istioctl, and argocd, allowing AI systems to assist with cluster management, troubleshooting, and deployments
Model Context Protocol (MCP) implementation for Opik enabling seamless IDE integration and unified access to prompts, projects, traces, and metrics.
A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces.
All-in-one AI workspace for chat, RAG, plans, MCP tools, and agents with multi-provider model support. โญ Star this repo if you find it useful!
A lightweight service that enables AI assistants to execute AWS CLI commands (in safe containerized environment) through the Model Context Protocol (MCP). Bridges Claude, Cursor, and other MCP-aware AI tools with AWS CLI for enhanced cloud infrastructure management.
The full-stack TypeScript framework to build, test, and deploy production-ready MCP servers and AI-native apps.
Agentic abstraction layer for building high precision vertical AI agents written in python for Model Context Protocol.
Needle MCP Server for easy RAG.Long-term memory for LLMs.
โจ mem0 MCP Server: A memory system using mem0 for AI applications with model context protocl (MCP) integration. Enables long-term memory for AI agents as a drop-in MCP server.
mcp & skill scanner that scans any mcp server or skills for indirect attack vectors and security or configuration vulnerabilities
Build MCP servers with WebAssembly components
๐ญ The Personality Layer for LLMs- Transform any MCP-compatible AI with rich, consistent personalities powered by Clueo's Big Five personality engine.
BEST Rust SDK for MCP (Model Context Protocol)
An ntfy MCP server for sending/fetching ntfy notifications to self-hosted or ANY ntfy.sh server from AI Agents ๐ค (supports secure token auth & more - use with npx or docker!)
Compiler-driven MCP framework for Kotlin Multiplatform
โฐ Time MCP Server: Giving LLMs Time Awareness Capabilities
Production-grade GitLab MCP server with 86 tools โ full GitLab control from any AI agent (Claude, Cursor, Zed).
A multi-agent research MCP server + mini client adapter - orchestrates a net of async agents or streaming swarm to conduct ensemble consensus-backed research. Each task builds its own indexed pglite database on the fly in web assembly. Includes semantic + hybrid search, SQL execution, semaphores, prompts/resources and more
The Control Plane for MCP โ secure vault, managed runtime, audit trail, and policy-based approvals.
Unofficial tools and server implementation for Binance's Model Context Protocol (MCP). Designed to support developers building crypto trading AI Agents.
RootCause is a local-first MCP server that turns natural-language requests into evidence-backed incident analysis, Kubernetes diagnostics, and safer operations.
An MCP server for querying Solana transactions using natural language with Solscan API
A Model Context Protocol (MCP) server that provides real-time cryptocurrency analysis via CoinCap's API. Enables Claude and other MCP clients to fetch crypto prices, analyze market trends, and track historical data.
Fast BM25 full-text search for code repositories with MCP integration for AI coding agents.
Minimal, fast, and extensible MCP server for interactions with JSON-RPC blockchain nodes