Communication MCPs

6,618 MCP servers found

F

fim-one

by fim-ai

747🍴 84
Python

LLM-powered Agent Runtime with Dynamic DAG Planning & Concurrent Execution

machine learningcommunication+9 more
Other
A

agentshield

by affaan-m

587🍴 127
TypeScript

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. 🛡️

communicationfile management+8 more
MIT
R

room

by quoroom-ai

738🍴 23
TypeScript

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.

machine learningcommunication+11 more
MIT
P

prism-insight

by dragon1086

577🍴 197
Python

AI-based stock analysis and trading system

machine learningcommunication+6 more
AGPL-3
B

bm.md

by miantiao-me

573🍴 71
TypeScript

更好用的 Markdown 排版助手|一键适配微信公众号、网页与图片。

communicationfile management+3 more
AGPL-3
X

xhs-toolkit

by aki66938

1.2k🍴 168
Python

📕 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

machine learningcommunication+3 more
MIT
P

Proxima

by Zen4-bit

724🍴 95
JavaScript

Multi-AI MCP Server - Connect ChatGPT, Claude, Gemini & Perplexity to your coding tools without any API

machine learningcommunication+8 more
Other
O

OpenContext

by 0xranx

564🍴 35
JavaScript

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.

machine learningcommunication+7 more
MIT
U

unreal-engine-mcp

by flopperam

877🍴 170
C++

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.

communicationfile management+7 more
M

MemoMind

by 24kchengYe

716🍴 14
Python

Give your AI agent a brain that remembers. Local memory system for Claude Code — 100% private, GPU-accelerated, zero cloud dependency.

machine learningcommunication+7 more
P

powerbi-modeling-mcp

by microsoft

715🍴 138
Unknown

The Power BI Modeling MCP Server, brings Power BI semantic modeling capabilities to your AI agents.

machine learningcommunication+9 more
MIT
C

cuga-agent

by cuga-project

713🍴 126
Python

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.

machine learningcommunication+9 more
Other
Z

zotero-mcp

by cookjohn

713🍴 56
TypeScript

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。

machine learningcommunication+8 more
MIT
O

open-ptc-agent

by Chen-zexi

710🍴 84
Python

An open source implementation of code execution with MCP (Programatic Tool Calling)

machine learningcommunication+7 more
MIT
M

MindOS

by GeminiLight

550🍴 43
TypeScript

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.

communicationfile management+8 more
MIT
mailgun-mcp-server icon

mailgun-mcp-server

by mailgun

55🍴 22
TypeScript

Local Mailgun integration enabling rich domain, templates, and analytics workflows with secure API key handling

web servicescommunication
Apache
M

Mantic.sh

by marcoaapfortes

546🍴 25
TypeScript

A structural code search engine for Al agents.

machine learningcommunication+9 more
Other
M

MimikaStudio

by BoltzmannEntropy

545🍴 78
Dart

MimikaStudio - A local-first application for macOS (Apple Silicon) + Agentic MCP Support

communicationfile management+8 more
GPL-3
R

rails_ai_agents

by ThibautBaissac

528🍴 58
Python

Specialized AI skills, agents, rules and hooks for modern Rails AI driven-development + Spec-Driven-Development kit + MCP

machine learningcommunication+7 more
MIT
M

mcptools

by posit-dev

170🍴 15
R

An R SDK for creating R-based MCP servers and retrieving functionality from third-party MCP servers as R functions.

machine learningcommunication+4 more
Other
G

go-mcp

by ThinkInAIXYZ

669🍴 107
Go

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.

communication
MIT
G

google-meta-ads-ga4-mcp

by irinabuht12-oss

668🍴 40
Unknown

MCP server for Google Ads, Meta Ads & GA4 — works with ChatGPT, Claude, Cursor, n8n, Windsurf & more. 250+ tools for campaign management, analytics & optimization.

machine learningcommunication+8 more
MIT
C

cupertino

by mihaelamj

665🍴 25
Swift

A local Apple Documentation crawler and MCP server. Written in Swift.

communicationfile management+6 more
MIT
C

claude-code-mastery

by TheDecipherist

506🍴 45
Shell

The complete guide to Claude Code: CLAUDE.md, hooks, skills, MCP servers, and commands

machine learningcommunication+7 more
MIT
Showing 217 to 240 of 6,618 results