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This repository contains sample applications demonstrating the use of Model Context Protocol (MCP) with various integration patterns.
Embeddable browser chat widget for the llm_meta ecosystem (client-orchestrated flow, three-class MCP tool taxonomy)
Inqvey MCP server - run real market research in Claude Desktop, Cursor, and other AI tools
Enterprise AI assistant: RAG, AI agent with tool calling, Model Context Protocol (MCP) server, and evaluations. TypeScript monorepo — NestJS, React, PostgreSQL + pgvector, Vercel AI SDK.
Our goal is to create the best possible chatbot UX — focusing on the joy and intuitiveness users feel when calling and interacting with AI tools.
A starter Model Context Protocol (MCP) server, built with the official TypeScript SDK.
Thirteen small, focused REST APIs for everyday developer jobs: validating emails, phones and IBANs, IP geolocation, PDFs, images, QR codes, fraud scoring, token counting and more.
Public MCP server for German flea markets - registry metadata, documentation and examples
Simple MCP Servers and Clients
MCP server + Claude Code plugin for reviewing Bitbucket Cloud pull requests without cloning. Default-deny repo allowlist, separated write gates, no approve/merge tool by design.
Phases 1–9.5 shipped — stdio, HTTP, OAuth 2.0 Authorization Server (RFC 8414/7591/7636/9728), per-user multi-tenant sessions, CORS, STDIO keyring auth, and LLM-facing endpoint metadata.
The official monorepo for the Vyogo Frappe AI Suite. Brings advanced AI capabilities, agentic workflows, and Model Context Protocol (MCP) support to the Frappe Framework and ERPNext.
项目简介 这是一个基于 FastMCP 开发的自定义 MCP（Model Control Protocol）服务端，集成了文件操作、系统信息获取、网络请求三大类工具，可直接对接 Cursor/Claude 等支持 MCP 协议的 AI 客户端，让 AI 能调用你的本地工具完成复杂任务（如爬取网页、读写文件、获取系统信息等）。
MCP on NAS container
Security operations AI agent built with LangGraph, deterministic policy enforcement, human approval, auditable tool use, and MCP.
🛡️ Sevlex Open-Source Layer 7 Zero-Trust Security Firewall for Model Context Protocol (MCP) Real-time DPI • Stdio Stream Interception • Universal SIEM Streaming • Zero-Touch MDM Rollout
Keep manual QA documentation aligned with source code through CLI, Git hooks, and MCP.
Open connectors + CLI + MCP server for Austrian grocery & ready-meal data
[READ-ONLY MIRROR] Subtree split of arqel-dev/arqel — open issues/PRs in the monorepo
A production-grade Model Context Protocol (MCP) server that exposes internal employee directory and project management systems to AI models.
One folder for installing and configuring MCP integrations on Windows. Choose one or more projects, then choose the client platform that should receive each MCP registration.
It attaches to the running Visio instance through the COM running-object table, so the drawing on your screen is the drawing the model sees.
Japan Geospatial Open Data MCP — GSI tiles/geocoding, e-Stat statistics, MLIT school district GIS (schools, real estate, hazards). No keys for core tools.
MCP server for breeding-scheme simulation (AlphaSimR) — returns distributions, never a single stochastic run