A practical collection of plug-and-play starter blueprints for building autonomous AI apps with real APIs. Discover ready-to-build agent workflows, API stacks, architecture patterns, prompts, and monetization ideas for research agents, lead gen systems, SEO automations, MCP toolchains, and more.

Cognitive memory database for AI agents — consolidates duplicates, detects contradictions, fades stale memories via temporal decay. Rust, AGPL, ships as library / MCP server / HTTP cluster.

🔗 A zero-config Model Context Protocol (MCP) server for Reddit — search posts, browse subreddits, scrape user activity, and get structured data via any MCP-compatible AI client. No API keys or authentication needed.

Curated MCP resources spanning official and community tools, showcasing diverse integrations, memory systems, and data access capabilities for AI agents.

MCP C++ SDK - Model Context Protocol implementation in CPP with enterprise-grade security, visibility and connectivity.

fast, secure c# runner

Official typescript implementation of UTCP. UTCP is an open standard that lets AI agents call any API directly, without extra middleware.

TOON encoding for Laravel. Encode data for AI/LLMs with ~50% fewer tokens than JSON.

MCP Server to previewing mermaid diagrams with live reload

Awesome ModelContextProtocol resources - A curated list of MCP DotNET resources

**⚔️ Alicization Town** is a decentralized, multi-agent pixel sandbox world powered by the **Model Context Protocol (MCP)**. **⚔️ Alicization Town** 是一个基于 **MCP (Model Context Protocol)** 架构的去中心化多智能体像素沙盒世界。

AI-powered bridge enabling Claude AI control of Arduino/ESP32 hardware via REST/WebSocket.

A Model Context Protocol (MCP) server that enables AI assistants like Claude to interact with your Google Cloud Platform environment. This allows for natural language querying and management of your GCP resources during conversations.

AI Team OS — Multi-Agent Team Operating System for Claude Code. 40+ MCP tools, 22 agent templates, task wall, meeting system, dashboard.

A small, powerful, open-source CLI coding agent that works with open models.

Tools and agents for interacting with the Data Commons Knowledge Graph using the Model Context Protocol (MCP).

Chrome DevTools Extension that enables browser automation through MCP

AI Chat / Search / Notes / Collaboration / Channels / Cloud Drive, all in one place! - Collaborative AI Platform.

Salesforce Hosted MCP Servers

A Model Context Protocol (MCP) server for interacting with Kong Konnect APIs, allowing AI assistants to query and analyze Kong Gateway configurations, traffic, and analytics.

Save and query your agent memory in distributed way by Membase.

Make every AI agent you use smarter. Persistent memory with SQLite FTS5, MCP server, Obsidian sync, and self-learning intelligence pipeline.

MariaDB MCP (Model Context Protocol) server implementation

Desktop tool-management suite that discovers, installs, and configures tools for Claude Desktop via a model context protocol, featuring a visual browser and one-click setup.