Communication MCPs
8,005 MCP servers found
cie
by kraklabs
Code Intelligence Engine — indexes your codebase and gives AI assistants deep understanding via MCP (semantic search, call graphs, 20+ tools)
MCP-Agent-MalAnalyzer
by Lmg66
MCP Agent MalAnalyzer
godot-mcp-ultimate
by Sharks820
THE ULTIMATE MCP Server for Godot Game Development - 47 tools, 15 sub-agents, built-in intelligence
ableton-mcp
by jpoindexter
Control Ableton Live with AI - 200+ tools via MCP, REST API, and Max for Live. Works with Claude, Ollama, OpenAI, Groq.
spreadsheet-mcp
by dudegladiator
MCP Server for Google Sheets - read, write, format cells, create charts, and more
alko-mcp
by markusl
alko mcp
ZenoAgent
by Johnnyjin-haolin
Zeno Agent 是一个面向企业(toB)的服务端 AI Agent 平台,基于 Spring Boot + LangChain4j 1.11.0 构建。平台的核心能力在于:每个 Agent 可以独立配置自己的工具集、知识库和 Skill 库;通过 GLOBAL/PERSONAL 双模式 MCP 架构,既支持企业统一管控的服务端工具,也支持用户私有的客户端工具(密钥不离开浏览器);配合工具渐进式加载和 Skill 渐进式注入,突破 LLM 上下文窗口限制,让 Agent 可以绑定上百个工具
MCPGateway
by abdullah1854
Open-source MCP server — progressive tool discovery, code execution, intelligent routing & token optimization across 50+ tools
cv-resume-builder-mcp
by eyaab
AI-powered CV and resume builder using Model Context Protocol. Automatically sync your achievements from Jira, Credly, LinkedIn, and git. Keep your CV always up-to-date.
m365-mcp-suite
by ForITLLC
Unified Microsoft 365 MCP suite - Graph API, PnP CLI, PowerShell sessions, connection registry
VibeGraphics
by automateyournetwork
An MCP Server / Gemini CLI Extension to create modern Infographics for your project - VibeGraphics - Generated with Nano Banana and animated with Veo3
docdex
by bekirdag
A document index with MCP, http and client support. https://docdex.org/
sample-mcp-security-scanner
by aws-samples
This pattern describes how to implement a Model Context Protocol (MCP) server that integrates three industry-standard security scanning tools (Checkov, Semgrep, and Bandit) to provide comprehensive code security analysis. The server enables AI coding assistants like Kiro and Amazon Q Developer to automatically scan code snippets.
unity-mcp-sharp
by Abbabon
local, dockerized, Unity MCP server written in C#
godot4-runtime-mcp
by MingHuiLiu
一个为 Godot 4 + C# 项目打造的 Model Context Protocol (MCP) 服务器, 让 AI 助手能够实时访问、调试、控制游戏运行时。 ✨ 支持场景树查询、信号监听、日志分析、属性修改等 48 种工具。 🚀 一键集成 VSCode Copilot,构建智能化的 Godot 开发体验。
inspector
by mcp-use
Modern MCP Inspector for remote mcp servers with support for Apps SDK
ai-agent-playwright-typescript-template
by twinklejoshi
Production-ready Playwright test automation starter for teams and startups: strict TypeScript, Page Object Model, environment management, interactive runner, custom HTML reporting (with optional JIRA integration), quality tooling, CI/CD patterns, and agentic (MCP-ready) extensibility.
crowdsec-local-mcp
by crowdsecurity
An MCP exposing prompts and tools to help users write WAF rules, scenarios etc.
FHL-MCP-Server
by ytssamuel
FHL Bible MCP Server
ulysses-mcp
by sonofagl1tch
I wanted a way to use various AI's to review my novel and add keywords, give summaries, and other various manual tasks that were hard to do at scale inside the application. Keep in mind, this is entire opensource and not supported by the vendor. It is only as good as what calls the vendor exposes to the users.
MCP-Plugin-dotnet
by IvanMurzak
.NET MCP bridge: expose app methods/data as MCP tools, prompts, and resources via an in-app plugin + lightweight server (SignalR; stdio/http).
shinzo-py
by shinzo-labs
Python SDK for MCP server observability, built on OpenTelemetry. Gain insight into agent usage patterns, contextualize tool calls, and analyze server performance across platforms. Integrate with any OpenTelemetry ingest service including the Shinzo platform.
durable-mcp-python
by reboot-dev
Reboot library for MCP, leverages Reboot's durability and workflows for safer, scalable MCP servers.
MakingMcp
by AIDotNet
MakingMcp