Communication MCPs

8,010 MCP servers found

G

goai

by zendev-sh

80🍴 7
Go

Go AI SDK, the Go way. One unified API across 21+ providers. Streaming, structured output, MCP support, stdlib only. Go AI SDK for AI applications inspired by Vercel AI SDK.

machine learningcommunication+5 more
MIT
B

build-agent-context-engineering

by phodal

169🍴 13
Kotlin

Agent 架构综述:从 Prompt 到上下文工程构建 AI Agent;涵盖结构化提示词、RAG、语义化工具与 MCP、Agent 规划及多 Agent 协作,配套实操方法与参考资料。

machine learningcommunication+5 more
G

generative-ui-playground

by CopilotKit

109🍴 21
HTML

Interact with all three types of generative UI, all in one interface

machine learningcommunication+7 more
C

claude-swarm

by cj-vana

109🍴 10
TypeScript

MCP server for orchestrating parallel Claude Code worker swarms with protocol-based behavioral governance, persistent state, and real-time monitoring dashboard

machine learningcommunication+7 more
MIT
M

mcp-reticle

by soth-ai

109🍴 46
Rust

Reticle intercepts, visualizes, and profiles JSON-RPC traffic between your LLM and MCP servers in real-time, with zero latency overhead. Stop debugging blind. Start seeing everything.

communicationfile management+3 more
MIT
A

alibabacloud-ack-mcp-server

by aliyun

109🍴 13
Python

Alibaba Cloud's ack-mcp-server unifies container operations capabilities, enabling AI assistants and third-party AI agents to perform complex tasks via natural language through the MCP protocol, empowering container-native AIOps. DingTalk discussion group: 70080006301

machine learningcommunication+4 more
Apache
A

asyncmcp

by bh-rat

109🍴 4
Python

Async transport layers for MCP

communicationfile management+3 more
Other
P

powerbi-mcp

by sulaiman013

109🍴 46
Python

MCP server for natural language interaction with Power BI datasets

machine learningcommunication+6 more
MIT
G

gno

by gmickel

79🍴 6
TypeScript

Local AI-powered document search and editing with first-in-class hybrid retrieval, LLM answers, WebUI, REST API and MCP support for AI clients.

communicationfile management+8 more
MIT
N

nautex

by hmldns

79🍴 9
Python

MCP server for guiding Coding Agents via end-to-end requirements to implementation plan pipeline

machine learningcommunication+5 more
MIT
D

doc-ops-mcp

by Tele-AI

138🍴 4
TypeScript

MCP server for seamless document format conversion and processing

communicationfile management+4 more
MIT
P

pullmd

by AeternaLabsHQ

108🍴 7
JavaScript

Self-hosted URL-to-Markdown service for humans and AI agents. PWA + REST + MCP + Claude Code skill, with Reddit support and refreshable share links.

machine learningcommunication+6 more
AGPL-3
O

oculos

by huseyinstif

108🍴 15
Rust

If it's on the screen, it's an API. Control any desktop app via REST + MCP. Rust.

communicationfile management+6 more
MIT
S

spring-ai-playground

by spring-ai-community

108🍴 28
Java

Safe local execution layer for AI agent tools. Build, validate, and publish MCP tools with a no-pass-no-run workflow — cross-platform desktop app powered by Spring AI.

machine learningcommunication+7 more
Apache
S

shellward

by jnMetaCode

78🍴 10
TypeScript

AI Agent Security Middleware — 8-layer defense, DLP data flow, prompt injection detection, zero dependencies. SDK + MCP server for Claude Code, Cursor, LangChain, Hermes Agent & more.

machine learningcommunication+5 more
Apache
M

mcp-feedback-collector-web

by sanshao85

167🍴 40
TypeScript

mcp feedback collector web

communicationfile management+5 more
MIT
S

smart-cs-multi-agent

by bcefghj

107🍴 12
Python

智能客服多Agent系统 — 企业级面试项目全攻略 | Supervisor编排 + 分层记忆 + MCP + 全链路追踪 | Python/Java/Go三语言实现

machine learningcommunication+7 more
MIT
M

mcp-lite

by fiberplane

107🍴 9
TypeScript

Lightweight, composable MCP framework for TypeScript

machine learningcommunication+6 more
MIT
M

mcp-image

by shinpr

107🍴 19
TypeScript

MCP server for AI image generation and editing with automatic prompt optimization and quality presets. Powered by Gemini (Nano Banana 2 & Pro), with optional OpenAI GPT Image support.

machine learningcommunication+6 more
MIT
G

gtm-mcp-server

by paolobietolini

77🍴 18
Go

An MCP server for Google Tag Manager. Connect it to your LLM, authenticate once, and start managing GTM through natural language.

machine learningcommunication+9 more
BSD-3
X

xiaozhi-mcphub

by huangjunsen0406

166🍴 70
TypeScript

MCP bridge system optimized for Xiaozhi AI integration

machine learningcommunication+5 more
Apache
A

awesome-ai-pulse-georgia

by tornikebolokadze1-cyber

106🍴 5
TypeScript

A curated collection of cutting-edge AI agent frameworks, developer tools, and automation resources — by AI Pulse Georgia

machine learningcommunication+8 more
CC0
M

mcp-vosdroits

by guigui42

106🍴 14
Go

Serveur MCP pour Service Public Vos Droits

machine learningcommunication+5 more
MIT
M

mcp-client-capabilities

by apify

76🍴 9
TypeScript

Index of all Model Context Protocol (MCP) clients and their capabilities

communicationfile management+3 more
Apache
Showing 745 to 768 of 8,010 results