Communication MCPs
6,618 MCP servers found
fim-one
by fim-ai
LLM-powered Agent Runtime with Dynamic DAG Planning & Concurrent Execution
agentshield
by affaan-m
AI agent security scanner. Detect vulnerabilities in agent configurations, MCP servers, and tool permissions. Available as CLI, GitHub Action, ECC plugin, and GitHub App integration. 🛡️
room
by quoroom-ai
Open-source earning-focused swarm intelligence engine. Self-governing AI collectives (queen, workers, quorum voting) running locally via MCP. Works with Claude Code, Codex, or pay-per-use APIs.
prism-insight
by dragon1086
AI-based stock analysis and trading system
bm.md
by miantiao-me
更好用的 Markdown 排版助手|一键适配微信公众号、网页与图片。
xhs-toolkit
by aki66938
📕 小红书创作者MCP工具包 - 支持与AI客户端集成的内容创作和发布工具
Proxima
by Zen4-bit
Multi-AI MCP Server - Connect ChatGPT, Claude, Gemini & Perplexity to your coding tools without any API
OpenContext
by 0xranx
A personal context store for AI agents and assistants—reuse your existing coding agent CLI (Codex/Claude/OpenCode) with built‑in Skills/tools and a desktop GUI to capture, search, and reuse project knowledge across agents and repos.
unreal-engine-mcp
by flopperam
Control Unreal Engine 5.5+ through AI with natural language. Build incredible 3D worlds and architectural masterpieces using MCP. Create entire towns, medieval castles, modern mansions, challenging mazes, and complex structures with AI-powered commands.
MemoMind
by 24kchengYe
Give your AI agent a brain that remembers. Local memory system for Claude Code — 100% private, GPU-accelerated, zero cloud dependency.
powerbi-modeling-mcp
by microsoft
The Power BI Modeling MCP Server, brings Power BI semantic modeling capabilities to your AI agents.
cuga-agent
by cuga-project
CUGA is an open-source generalist agent harness for the enterprise, supporting complex task execution on web and APIs, OpenAPI/MCP integrations, composable architecture, reasoning modes, and policy-aware features.
zotero-mcp
by cookjohn
It's a plugin extension in Zotero. Zotero MCP Plugin enables integration between AI assistants and Zotero through MCP. Zotero MCP Plugin 是一个 Zotero 插件,通过 MCP协议实现 AI 助手与 Zotero深度集成。插件支持文献检索、元 数据管理、全文分析和智能问答等功能,让 Claude、ChatGPT 等 AI 工具能够直接访问和操作您的文献库。
open-ptc-agent
by Chen-zexi
An open source implementation of code execution with MCP (Programatic Tool Calling)
MindOS
by GeminiLight
MindOS is a Human-AI Collaborative Mind System, where human thinks and agents act. Globally sync your mind for all agents: transparent, controllable, and evolving symbiotically.
mailgun-mcp-server
by mailgun
Local Mailgun integration enabling rich domain, templates, and analytics workflows with secure API key handling
Mantic.sh
by marcoaapfortes
A structural code search engine for Al agents.
MimikaStudio
by BoltzmannEntropy
MimikaStudio - A local-first application for macOS (Apple Silicon) + Agentic MCP Support
rails_ai_agents
by ThibautBaissac
Specialized AI skills, agents, rules and hooks for modern Rails AI driven-development + Spec-Driven-Development kit + MCP
mcptools
by posit-dev
An R SDK for creating R-based MCP servers and retrieving functionality from third-party MCP servers as R functions.
go-mcp
by ThinkInAIXYZ
Go-MCP is a powerful Go(Golang) version of the MCP SDK that implements the Model Context Protocol (MCP) to facilitate seamless communication between external systems and AI applications.
google-meta-ads-ga4-mcp
by irinabuht12-oss
MCP server for Google Ads, Meta Ads & GA4 — works with ChatGPT, Claude, Cursor, n8n, Windsurf & more. 250+ tools for campaign management, analytics & optimization.
cupertino
by mihaelamj
A local Apple Documentation crawler and MCP server. Written in Swift.
claude-code-mastery
by TheDecipherist
The complete guide to Claude Code: CLAUDE.md, hooks, skills, MCP servers, and commands