ActionMCP
ActionMCP is a Ruby gem that provides Model Context Protocol (MCP) server capability to Ruby on Rails applications. It is designed for production Rails…
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Wever Labs Agentic Rails
Commercial trust rails for agent work: scoped work orders, rail execution, receipt verification, Trust Ledger records, and Agent Work History.
Fast LLM & Agents & MCPs
This repo covers LLM, Agents, MCP Tools, Skills concepts with sample codes: LangChain & LangGraph, AWS Strands Agents, Google Agent Development Kit…
MCP with Langchain Sample Setup
Sample MCP Server & Client setup, compatible with LangChain
AI Agent App
A sample repository for AI Agent and App integration
MemGPT Sample
A simple, abridged MemGPT agent written in Spring Boot. Includes a running as a REST API or MCP server. Also includes a simple ChatBot App to interact with the…
Viridis Agent Fleet
Live 18-agent MCP economy: 117 tools for identity, trust, escrow, metering, notary, clean-energy tax credits, and more.
MnemoPay
Trust and reputation layer for AI agents that handle money. Agent Credit Score (300-850), hash-chained ledger, behavioral finance, real payment rails (Stripe…
MCP Server PR Agent
# MCP Server PR Agent This project provides a server for managing and analyzing pull requests using the MCP framework. ## Setup 1. Clone the repository…
.NET OpenAI MCP Agent
Sample to create an AI Agent using OpenAI models with any MCP server running on Azure Container Apps
Ollama Pydantic Project
Created sample project for pydantic agent with local ollama model with mcp server integration.
Elsas Security Intelligence
Daily, Ed25519-signed security intelligence for AI-agent stacks: CVEs, supply-chain incidents and advisories (GHSA/CISA-KEV/OSV/NVD + national-CERT) assessed…
MalwareBazaar_MCP
An AI-driven MCP server that autonomously interfaces with Malware Bazaar, delivering real-time threat intel and sample metadata for authorized cybersecurity…
parquet_mcp_server
# parquet_mcp_server [](https://smithery.ai/server/@DeepSpringAI/parquet_mcp_server…
Bee Agent & Model Context Protocol with Backstage
A sample MCP Server and Agent that uses it to pull data from a Backstage instanace
Descope Authentication
Integrates with Descope's authentication platform to enable natural language-driven user management, authentication flows, and access control operations.
Tychi Mcp
Give your AI agent a wallet it can actually use. Tychi MCP plugs into Cursor, Claude Desktop, OpenClaw, and any stdio MCP host — onboard, create, import, and…
Botwallet MCP
Give your AI agent financial autonomy without giving up control.
KTA-Oracle
Send money anywhere on earth in 0.4 seconds. No bank account. No approval. Just $KTA. Real-time $KTA rates for 55+ global currencies. Global compliance…
Integrating AI with Flutter: Creating AI Services with LlmServer and mcp_server
# Integrating AI with Flutter: Creating AI Services with LlmServer and mcp_server 
Mcp client example
This is a sample CLI chat application for an AI assistant using the Anthropic API in conjunction with an MCP client and MCP server.
langchain-box-mcp-adapter
This sample implements the Langchain MCP adapter to the Box MCP server.
MCP Chat Demo
A sample chat application demonstrating integration with Model Context Protocol (MCP) servers
CHeema-Text-to-Voice-MCP-Server
AI-powered text-to-speech MCP server with instant voice cloning. Generate speech from Claude Desktop, Claude Code, or n8n using 5 built-in voices (English…