Model Context Protocol (MCP) server enabling AI and LLM integration with the Moqui Framework.

Gemini MCP server for SuperClaude Framework v4.0.9 - Enhanced command routing with 22 commands (including business-panel), 14 agents, and 6 MCP integrations for Gemini CLI

MCP server and framework adapters for Corsair. Expose 200+ integrations to any agent framework (Mastra, LangChain, LlamaIndex, OpenAI, Vercel AI, Claude) as tools.

MCP Wrapper for BEADS is a lightweight and extensible wrapper that enables seamless integration of the BEADS framework as a Model Context Protocol (MCP) server

Framework-aware code intelligence MCP server — 91 framework integrations, 81 languages, 72.7% fewer input tokens to review a pull request, comprehension at parity

An autonomous Digital FTE (Full-Time Equivalent) framework powered by Claude 4.5 & Obsidian. Features 24/7 multi-channel perception (WhatsApp/Gmail), Odoo financial integration, and distributed Cloud-to-Local orchestration. Local-first, privacy-centric, and Human-in-the-Loop.

StepStone job search via MCP: reliable scraping, structured output, and smooth integration with agent frameworks.

Seamlessly integrating APIs, advanced AI, and intelligent automation with Github & X, this state-of-the-art MCP framework revolutionizes server & client-side functionality. 🚀 With features like AI-powered Intelligent Notifications, it predicts critical updates and delivers custom alerts via email, ensuring smarter workflows.

A FastMCP Framework Unofficial BlingERP MCP Server that can easy integrate all IA providers with Bling.

A deterministic tool-calling framework for small LLMs. Integrates SymPy and sandboxed Python to achieve better accuracy/latency without massive parameter counts.

3 production MCP servers (BI, API Hub, Content Automation) + Docker deployment. Done-for-you AI integration framework.

AI-Integrated Development Framework — task runner with scope enforcement, MCP server, and structured context for AI agents

This project is a Java-based UI automation framework that integrates with Appium and utilizes LLMs (like Claude) to drive intelligent test actions on mobile devices and simulators.

rongcloud-server-mcp-python is an MCP server built on the FastMCP framework, integrating RongCloud instant messaging services. It supports user management, message sending, group operations, and more.

Backtrader-powered backtesting framework for algorithmic trading, featuring 20+ strategies, multi-market support, CLI tools, and an integrated MCP server for professional traders.

Give your coding agent access to your Figma data. Implement designs in any framework in one-shot. Enhance your AI-powered coding tools with seamless Figma integration for more accurate and relevant design implementations.

TailorKit MCP is a powerful product customization framework for e-commerce that enables merchants to create interactive personalization experiences. Features template management, layer control, and Shopify integration for offering customizable products with minimal development effort.

🛠️ Build a lightweight C++ debugger with MCP integration for execution control, memory inspection, and advanced analysis without relying on existing frameworks.

Deep health checks for modern AI infrastructure — 44 company profiles across 5 regions, 14 compliance frameworks, governance auditing, MCP integration, and trend dashboard

MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document management • Gemini integration • AI-powered semantic search • File uploads • Smart chunking • Multilingual support • Zero-setup 🎯 Perfect for: New frameworks • API docs • Internal guides

A modular Python framework implementing the Model Context Protocol (MCP). It features a standardized client-server architecture over StdIO, integrating LLMs with external tools, real-time weather data fetching, and an advanced RAG (Retrieval-Augmented Generation) system.

PIPEIQ is an open-source framework that enables developers to seamlessly connect and orchestrate AI tools across the Web2 and Web3 ecosystems. It abstracts away the complexities of identity, messaging, and orchestration by providing standardized primitives for agent coordination, tool invocation, and cross-network integration.

A Streamlit-powered Jira assistant with MCP integration. Create, search, and manage Jira tickets through a clean tabbed interface using natural language commands or direct forms. Built with Python and MCP framework.

A standardized framework for enhancing how LLMs process and respond to prompts through composable decorators, featuring an official open standard specification and Python reference implementation. Claude Code plugin and MCP server integration.

A collection of MCP servers including: discord-mcp (Discord API integration), ipython-mcp (persistent IPython sessions for Python execution), and webview-mcp (URL content extraction with readability parsing). Built using FastMCP framework.

Python-based tool designed to automate the retrieval, analysis, and storage of GitHub pull request data. It integrates with the GitHub API to fetch pull request metadata and file changes, stores the information in a MongoDB database, and leverages the FastMCP framework for processing.

Buildev — Open-source AI-native design-to-code platform. Visual canvas + IDE mode, multi-framework code export (React, Vue, Flutter, SwiftUI, etc.), concurrent AI agents, MCP server, and Git integration. Design visually, export clean code, zero vendor lock-in.

It is not a bot, chat runtime, or general agent framework. It provides a constrained localhost backend plus an MCP server that expose a small audited tool surface for VPN administration. Any MCP-capable agent can integrate with it, including NanoBot.

The Refrigerator Inventory Management project uses the Model Context Protocol (MCP) framework, integrating an AI chatbot with a Spring Boot application. MCP clients connect to a server, which queries a local database (PostgreSQL), and receive answers from an AI model, providing inventory management functionality for refrigerators.

Taichi is a language-agnostic, plugin-driven test orchestration framework — run API, gRPC, UI, static, and regression tests with one CLI, extend via third-party skill plugins in any language, integrate AI agents for auto-fix loops, and ship JUnit/JSON/HTML reports.

"Weather Data Using MCP" is a project that integrates real-time weather information with the Model Context Protocol (MCP) framework. It demonstrates how environmental data (like temperature, humidity, or wind speed) can be fetched, processed, and shared across systems using the standardized and interoperable structure provided by MCP

Transform any Kubernetes CRD into type-safe KCL schemas and developer-friendly blueprints with CLI and AI integration

One platform to build, run, and operate every data workflow your team touches. Source-available, self-hosted.

A production-grade MCP server for IBM i

A production-grade MCP server for IBM i

Intelligent system automation for AI assistants. Production-ready MCP server providing terminal access, surgical file operations, process management, and AI-powered debugging.

Tanod SDKs and agent-framework tools (Python, TypeScript, LangChain, Vercel AI SDK, MCP configs) for pay-per-call x402 tools. Operated by an autonomous AI agent.

🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated

用友 U8+ ERP 的非官方 REST API（OpenAPI 3.1）：单据、凭证、档案、报表的读写与审核，附 Python SDK/CLI 与面向 AI 代理的 MCP 服务。Unofficial REST API for Yonyou U8+ ERP — documents, GL vouchers, master data and reports, with a Python SDK/CLI and an MCP server for AI agents.

Secure digital document management system for legal and investigation documents with RBAC, digital signatures, OCR, RAG, and MCP integration.

MCP API server example : where customers can order from a fun dummy restaurant menu, track order status (success/failed), and view order history. Fully RESTful, plug-and-play, and perfect for testing MCP integrations.

Multi-agent team operating system for Claude Code. 108 MCP tools, 40+ agent templates, 10 lifecycle hooks, 7 pipeline workflows. Persistent teams, structured meetings, task wall, real-time React dashboard. No LangChain/AutoGen — pure CC native integration.

A local AI chatbot using Django, Ollama, Qwen, and MCP integrates with a Laravel 12 blog. Django acts as the MCP client, while Laravel provides tools for blog operations. The LLM decides when tools are needed, and Laravel handles requests using services, Eloquent, and MySQL.