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Today, we are moving beyond standard chatbots. In this hands-on lab, you will build a deterministic, multi-reasoning system using Google's Agent Development Kit (ADK) and the Model Context Protocol...
A centralized gateway for managing and connecting to multiple MCP (Model Context Protocol) servers. Provides secure, scalable access to MCP servers with SSO authentication, session isolation, and...
A Cloudflare-powered MCP (Model Context Protocol) Server that allows you to search and query your GitHub starred repositories using natural language.
A Model Context Protocol (MCP) server running on ESP32 (and Nordic nRF52840 in sensor-only mode), exposing real-world sensor data and bus protocols to AI assistants and automation tooling over...
A complete PHP implementation of the Model Context Protocol (MCP) with server and client support, STDIO and HTTP transports, and framework integration
Lighthouse for MCP — score any MCP server 0–100.
Load and latency harness for Model Context Protocol (MCP) servers. Drives real tools/call traffic at configurable concurrency, measures latency percentiles and throughput, and fails CI when a server...
MCP Attack Surface Detector - Burp plugin to make manual testing of MCP servers easier in Burp Suite
For new installs, use tellm instead. It is a small Rust Telegram assistant for Claude, GPT/Grok, Gemini, compatible endpoints, and local Ollama, with per-room model selection and keychain-backed...
The CloudBase integration layer for AI coding tools: Plugin installs the stack, Skills steer how code is written, MCP operates databases, functions, storage, and deploys from chat.
is a semantic testing framework for .NET — write AI tests in , run them with .
is a comprehensive security auditing tool designed to detect vulnerabilities and misconfigurations in applications using the Model Context Protocol (MCP).
A comprehensive security scanner for Model Context Protocol (MCP) servers that detects vulnerabilities and security issues in your MCP implementations.
Process documents 100x larger than your LLM's context window—without vector databases or chunking heuristics.
Drop‑in Express middleware and helpers to add secure auth to your Model Context Protocol (MCP) server with Descope. Ship an authenticated /mcp endpoint and register tools in minutes.
As AI systems become increasingly integrated into software supply chains, enterprise applications, and security infrastructure, the need for structured, secure, and interpretable model interaction...
Salesforce’s hosted MCP servers allow AI assistants like Claude, ChatGPT, and more connect securely to your Salesforce logic and assets using the Model Context Protocol.
MCP Manager is an Electron-based desktop application for managing Model Context Protocol (MCP) servers.
A comprehensive set of samples of creating and using MCP servers and clients with .NET
This repository contains implementations of the Model Context Protocol (MCP), an open standard that connects AI systems with external tools and data sources.
Generate an MCP for any web app
This is a simple example of how to use the Model Context Protocol (MCP) with OpenAI's API to create a simple agent acting from a chat context.
This is an LLM-powered application that allows users to execute terminal commands using simple English queries like:
The Weaviate Model Context Protocol (MCP) server is now built into Weaviate itself — there is nothing to install or run separately.