Sgraal Memory Governance
Deterministic pre-action verdict gate for agent memory — USE/WARN/ASK/BLOCK before an agent acts on a stored memory. Governs your existing store, doesn't…
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//beforeyouship - LLM cost modeling from your editor
Model the realistic monthly cost of an LLM app **before you build it**. Not a token calculator: retries, prompt caching, batch discounts, infra overhead, and…
Cerebra Legal MCP Server
# Cerebra Legal MCP Server An enterprise-grade MCP server for legal reasoning and analysis based on the "think" tool concept from [Anthropic's engineering…
MCP File Reader Server
# MCP File Reader Server This project provides a simple MCP (Model-Control-Protocol) server for reading files, runnable in two modes: 1. **Stdio Mode…
Enterprise Model Context Protocol (MCP) Server & Client
A comprehensive enterprise-grade implementation of the Model Context Protocol (MCP) for connecting LLMs with enterprise tools and data sources. It is…
Bitcoin MCP Server
# Bitcoin MCP Server This project provides a Model Context Protocol (MCP) server for Bitcoin price information. ## Building the Project To build the project…
Browser Use MCP
# MCP Browser Automation with Ollama A powerful browser automation system that enables AI agents to control web browsers through the Model Context Protocol…
MCP US Weather Client/Server
A simple MCP (Model Context Protocol) server that provides weather alert information for US states, leveraging the National Weather Service (NWS) API. It also…
Gmail MCP Server
# Gmail MCP Server A Gmail integration with FastMCP (Model Control Protocol) that enables AI assistants to interact with Gmail through a set of tools and…
unsplash-mcp-server
# unsplash-mcp-server ### 모델 컨텍스트 프로토콜(MCP) 서버 개발 가이드: LLM을 위한 강력한 도구 구축 [
Understanding MCP Architecture: Single-Server vs Multi-Server Clients
MCP architecture demo with single-server & multi-server clients using LangGraph, AI-driven tool calls, and async communication.
Weather MCP Server
# Weather MCP Server A Model Context Protocol (MCP) server implementation that provides weather alerts for US states, built using the MCP Python SDK. This…
Lite Mcp Client
Lite Mcp Client is a lightweight, command-line-based MCP (Model-Chat-Prompt) client that connects to multiple MCP servers, enabling users to call tools, access…
MCP-Server-and-client-Implementation-on-Linux
MCP Server and client Implementation on Linux (Rather then using Claude Desktop)
Arxivloader MCP Server and Client
This project provides an MCP (Microservice Communication Protocol) server and client setup for fetching research papers from the arXiv. The MCP server…
MCP Client-Server Python Example
This project demonstrates a simple client-server implementation of the Model Context Protocol (MCP), an open protocol by Anthropic that enables large language…
MCP(Model Context Protocol) minimal Kotlin client server sample
# MCP(Model Context Protocol) minimal Kotlin client server sample A simple weather tool demonstrating server-client interaction using the Model Context…
MCP Server Hub / Gateway
This project provides a central gateway to manage multiple MCP (Model Context Protocol) servers, preventing the need to configure and run duplicate server…
MCP Weather Application (Client-Server)
This repository contains files for building an MCP server for weather tasks.
HubSpot MCP Server
# HubSpot MCP Server A Model Context Protocol (MCP) server implementation for HubSpot, providing a standardized interface for interacting with HubSpot's API…
MaxMSP-MCP Server
MCP (Model Context Protocol) Server for Max (Max/MSP/Jitter)
Spring Ai Mcp Deepseek
使用 Spring AI 整合 MCP 服务，包括 MCP server 和 deepseek client
Medical Mcps
# Biological APIs MCP Server MCP server that integrates multiple biological and medical databases for research purposes. ## Quick Start ### Connect to…
MCP Client Example ☀️
MCP Client Example ☀️ is a demonstrative client-server implementation using the Model Context Protocol (MCP). It shows how to connect a large language model…