⚡️ Community resources to bridge Swift development with LLM-based tools

Model Context Protocol server and client for R

Repo to hold mcp server for velociraptor

A comprehensive Python client library and MCP server for Microsoft Dynamics 365 Finance & Operations (D365 F&O) that provides easy access to OData endpoints, metadata operations, label management, and AI assistant integration.

Annotation-driven MCP dev 🚀 No Spring, Zero Boilerplate, Pure Java

A lightweight tool enabling LLMs to split, merge, find, and validate JSON with fast, developer-friendly prompts.

A Chemistry Toolkit that turns your AI assistant into a Chemistry coscientist..

MCP Think Tank is a powerful Model Context Protocol (MCP) server designed to enhance the capabilities of AI assistants like Cursor and Claude. It provides a structured environment for enhanced reasoning, persistent memory, and responsible tool usage.

一个桌宠形式的mcp client，可以对接任意mcp server,配合测试的mcp server 开源地址：https://github.com/shijianzhong/mcp-server-for-pc

Bridge connects stdio-based clients to HTTP SSE endpoints for Claude Desktop integration, enabling real-time tool discovery and execution using Model Context Protocol.

Vector-backed documentation retrieval with queue-based ingestion, local embeddings, and repository indexing.

JSON handling and processing server with advanced query capabilities using JSONPath syntax and support for array, string, numeric, and date operations.

MCP Server for executing PowerShell scripts

Official PixVerse Model Context Protocol (MCP) server that enables interaction with powerful AI video generation APIs.

modsdk_mcp_server

Agentic AI to communicate with Instagram (and MCP too)

ClickUp MCP Server - Integrate ClickUp project management with AI through Model Context Protocol

LudusMCP

MCP OCR module using macOS Vision framework

Human-friendly & AI agent-friendly CLI for Human MCP — vision, speech, generation & reasoning in your terminal

PULSE Framework: CLI (pulse) + MCP Server (pulse_*) for controlled agentic development. Features 30-min rule, 5 safeguards, loop detection, Git checkpoints, and escalation workflows.

Lightweight Python library converting external protocol tools into LangChain-friendly tools with parallel initialization and cleanup.

A type-safe, YAML-driven multi-agent framework with ACP and MCP support for scalable LLM-powered workflows.

A FastMCP server that provides AI assistants like Claude with access to Kroger's grocery shopping functionality through the Model Context Protocol (MCP). This server enables AI assistants to find stores, search products, manage shopping carts, and access Kroger's comprehensive grocery data via the kroger-api python library.