Interfaces Docker Hub APIs to empower LLMs with real-time image discovery, repo management, and authenticated access for private content.

Dynamic OpenAPI-driven surface with 150+ tools, multi-transport support, and On-Call Health integration for smarter incident context.

im busy building ai agents so why not let an ai talk to my girlfriend? (i am single)

A Model Context Protocol (MCP) server that orchestrates queries across multiple Ollama models, synthesizing their insights to deliver a comprehensive and multifaceted AI perspective on any given query.

search-mcp)** (by hanchunglee) - Server implementation for Microsoft Bing Web Search API.

A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Office services through the Graph API

boltmcp

MCP server for enabling LLM applications to perform deep research via the MCP protocol

The Ultimate Google Docs, Sheets, Drive, Gmail, & Google Calendar MCP Server. This MCP (primarily for use in Claude Desktop) gains full access to your google suite and lets claude do its thing.

Use Kokoro text to speech to convert text to MP3s with optional autoupload to S3.

This server enables users to send emails through various email providers, including Gmail, Outlook, Yahoo, Sina, Sohu, 126, 163, and QQ Mail. It also supports attaching files from specified directories, making it easy to upload attachments along with the email content.

Open Multi-Agent Canvas unifies multiple chat agents in a single interface with configurable endpoints for tasks like travel planning and research.

AI agent skills for the Universal Registry - search, chat, and register 72,000+ agents across 14+ protocols. Works with Claude, Codex, Cursor, OpenClaw, and any AI assistant.

web GUI for securely managing local OpenCode configuration

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CookHero是一个基于 LLM + RAG + Agent + 多模态的智能饮食与烹饪管理平台，支持智能菜谱查询、个性化饮食计划、AI 饮食记录、营养分析、Web 搜索增强，以及可扩展的 ReAct Agent / Subagent 工具体系，帮助厨房新手轻松成为“烹饪英雄”。

MCP Playbooks for AI agents

An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP).

Config-driven backtester with AI-assisted NL agents, multi-market support, and a rich strategy library.

Connects Weaviate collections as a knowledge base and leverages Weaviate as a chat memory store for enhanced conversations.

Golang based MCP Server to query logs from Grafana Loki.

2025 年 AI 编程助手实战项目（作者：程序员鱼皮），基于 Spring Boot 3.5 + Java 21 + LangChain4j + AI 构建智能编程学习与求职辅导机器人，覆盖 AI 大模型接入、LangChain4j 核心特性、流式对话、Prompt 工程、RAG 检索增强、向量数据库、Tool Calling 工具调用、MCP 模型上下文协议、Web 爬虫、安全防护、Vue.js 前端开发、SSE 服务端推送等企业级 AI 应用开发技术。帮助开发者掌握 AI 时代必备技能，熟悉 LangChain 框架，提升编程学习效率和求职竞争力，成为企业需要的 AI 全栈开发人才。

Docfork - Up-to-date Docs for AI Agents.

An SDK building Laravel MCP servers