Ollama MCP Agent allows you to use LLM models locally on your PC for free along with MCP additional features

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

SpringAI MCP demo 结合通义千问大模型

An MCP-powered tool transforming any website into relevant, query-driven content with automated research and seamless Arcade integrations.

Windows-based CLI tool enabling secure multi-shell command execution, SSH access, and configurable security controls for controlled system operations.

TypeScript-based component exposing a URI-driven notes store with create_note and summarize_notes prompts to generate concise, structured summaries. Demonstrates core MCP concepts with plain-text notes accessible via note:// URIs and a simple, stateful storage model.

Extends context-based tooling with dynamic descriptions, request-context execution, multi-tenant support, and seamless FastAPI integration.

Official Python SDK to orchestrate AI agents across multiple vendors, enabling chain-of-thought reasoning, built-in tools, and scalable workforce coordination.

Go-based protoc plugin generating model-context endpoints from protobufs, enabling natural-language control over gRPC codebases.

Completely local LLM workflow engine for Obsidian with local RAG, MCP tool integration, and agent skills, preserving data privacy.

MIDI MCP Server is a Model Context Protocol (MCP) server that enables AI models to generate MIDI files from text-based music data. This tool allows for programmatic creation of musical compositions through a standardized interface.

Model Context Protocol (MCP) Server for Mistral OCR API

revit-mcp

The MCP Server for 2slides. AI agent for PPT/Presentation/Slides generation.

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

Secure, multi-tenant framework enabling per-user OAuth 2.1 flows, persistent token storage, and API key management atop FastMCP.

Batteries-included TypeScript bootstrap auto-configures Cursor, Windsurf, and Claude Desktop with zero build setup and customizable templates.

Interactive MCP server allowing Cursor to request user input mid-generation with a simple cross-platform GUI.

Control Bluetooth devices and manage connections through natural language commands, including device discovery, pairing, and audio controls.

Gravitino-integrated metadata toolkit with streamlined access to catalogs, schemas, tables, models, tags, and roles, plus flexible tool activation and auth.

Go-based interface to Nutanix Prism Central enabling LLMs to discover, inspect, and query resources via URI-based access.

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

Create PowerPoint presentations using the Slidespeak API.

A Model Context Protocol interface for Jellyfish data enabling natural language queries on metrics, teams, allocations, and deliverables.