Unified tool to manage Upstash resources via natural language prompts across Redis, QStash, Workflow, and Upstash Box.

Protocol-agnostic tool registry unifying registration, transport, and function calling with synchronous and asynchronous execution.

Manage your Hevy workouts, routines, folders, and exercise templates. Create and update sessions faster, organize plans, and search exercises to build workouts quickly. Stay synced with changes so your training log is always up to date.

Modular agent framework enabling real-time data integration, retrieval-augmented reasoning, memory persistence, and chainable tool orchestration across diverse data sources.

Anemoi: A Semi-Centralized Multi-agent Systems Based on Agent-to-Agent Communication MCP server from Coral Protocol

让 Agent 直接操作真实 Chrome 的 MCP 服务，支持页面扫描、CDP、截图与物理输入

python mcp demos

AI agent skills for social media content strategy, creation, and analysis across text-first platforms

use mcp

A .NET toolkit to expose methods as discoverable AI tools with dynamic registration, SK integration, and seamless JSON-RPC.

Bridges IoT devices with AI via MCP and MQTT, enabling natural-language control and dynamic parameter tuning.

基于DrissionPage和FastMCP的浏览器自动化MCP服务器，提供丰富的浏览器操作API供AI调用

Local, AI-powered architecture graph and spec generator that auto-discovers services, enforces design patterns, and exports actionable tasks.

Lightweight declarative framework enabling resource, template, and tool definitions with a Sinatra-like DSL, emphasizing simplicity and extensibility.

One MCP Server, All Your Apps, Privacy First

Conversion from Excel to structured JSON (tables, shapes, charts) for LLM/RAG pipelines, and autonomous Excel reading/writing by AI agents via CLI and MCP integration.

A Model Context Protocol (MCP) server that provides secure integration with Google Drive, Docs, Sheets, Slides and Calendar. It allows Claude Desktop and other MCP clients to manage files in Google Drive through a standardized interface.

A unified proxy aggregating multiple data sources, centralizing tool discovery, RAG-based document exchange, persistent memory, and an integrated testing playground.

AI-powered threat hunting and incident response MCP server for Elasticsearch/OpenSearch

多平台 文生图/图生图 等能力接入MCP

A Model Context Protocol (MCP) server that provides tools for interacting with JMAP (JSON Meta Application Protocol) email servers. Built with Deno and using the jmap-jam client library.

MCPSDK.dev(ToolSDK.ai)'s Awesome MCP Servers and Packages Registry and Database with Structured JSON configurations. Supports OAuth2.1, DCR...

Access text content from bot-protected websites. Fetches HTML/markdown from sites with anti-automation measures using Scrapling.

AI-enabled gateway to Confluence Cloud with generic endpoints and token-efficient outputs