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MCP servers tagged comms
883 live MCP servers tagged "comms", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with comms.
Agent Vcr
Agent VCR gives teams a way to test MCP: record client-server traffic into .vcr cassettes, replay it in tests and CI. No live servers, rate limits, or drift. Same format in Python…
ToolAnything
One Function to MCP and Tool calling
Multiple MCP Servers Using FastAPI And Testing With Inspector
This project provides a framework for running multiple Model Context Protocol (MCP) servers using different transport mechanisms: FastAPI-based HTTP servers, standalone streamable…
Family Tree MCP Demo
A demo family tree chat app, supporting MCP calls...
Shell Aliases
This Gemini CLI extension makes Gemini aware of custom shell aliases.
Client Host Java
独立的mcp client服务，提供getTool、callTool以及mcp server动态配置接口，docker一键部署，轻松集成到你已有的AI应用，支持stdio、sse、streamableHttp三种协议的mcp server
ExotelMCP
A Model Context Protocol (MCP) server that provides seamless integration between Claude AI and Exotel's communication APIs for SMS and voice calling services, plus quick audio too…
Mcpsampling
A comprehensive demonstration of the Model Context Protocol (MCP) using Spring AI with multiple AI providers including OpenAI and Ollama. This project showcases how to build both…
ModelContextProtocolClient
Host with MCP client to call MCP servers for MCP development
Langfuse MCP Java
MCP server for Langfuse — query traces, debug errors, analyze sessions and prompts from any AI agent
Wexin Push MCP Server
wechat-push-mcp-server
Rest MCP Server
A java package to automatically setup your spring boot REST controllers as an MCP server
Small Business Customer Care
MCP Server for CRUD operations of businesses
Fundamentals
Intro to Model Context Protocol (MCP). Learn to build MCP servers and clients with spring-ai and the Python SDK using tools, resources, and prompts. Covers architecture, transpor…
McpServerManager
Avalonia desktop app for tracking and inspecting request/session logs with AI assistant
ContextualAgentRulesHubDotnet
MCP Server for dynamically managing and retrieving agent rules by the given task
ESS CE BOT
A discord bot for erics support server, it scans pictures sent for common mcp related errors
Gemini Fastmcp
Exploring MCP server calls and hosting using FastMCP and Gemini 2.5 flash via Python SDKs
Fastmcp API Obo Demo
A sample that uses a backend API which uses OBO flow to call an MCP server
LLM Zoomcamp 2025 M2.5 Agents Workshop Communicate MCP Server With FastMCP
LLM-Zoomcamp-2025-M2.5-Agents-Workshop-Communicate-MCP-Server-with-FastMCP
NixOS Dev Quick Deploy
This is a script that will automatically setup a development environment with tools and packages. That is geared towards developing NixOS environments and AI assisted coding.
Coding Agent MCP Tools
Curated list of coding agents and MCP tools for maintenance, debugging, and development workflows, helping developers understand, debug, and maintain vibe-coded projects and large…
SJTU Chatbot
A personalized campus intelligent assistant based on LLM, MCP and Agent technology, which uses large language model and MCP technology to flexibly and interestingly call Shanghai…
Eagv1 Session 05 Ajithvcoder
EAG-Session-05 Assignment - MCP Server for paint app with COT, MCP functionality to send email
Email Todo MCP
MCP server for extracting todos from emails using IMAP and AI
Berry MCP Anthropic
A version of berry-mcp but uses the Anthropic sdk
Rdh Jmap MCP
MCP Server for JMAP email servers, e.g. Stalwart, Fastmail, Mailbuttons etc
Zed MCP Server Discord
Zed Extension for discord Integration
Cowork Code MCP Server
MCP server for real-time messaging and task delegation between Claude Code and Claude Cowork agents
Backgroundr
A small mcp server designed to manage background processes
Sonicpi MCP
MCP server for Sonic Pi. Control live coding music sessions via LLMs using Streamable HTTP + OSC, implemented in Rust.
Pushover MCP Rs
MCP server for sending push notifications via Pushover API. Enables LLMs like Claude to notify you when tasks complete.
Hello World Rust Lmstudio
This is a minimal, standalone MCP (Model Context Protocol) server written in Rust, specifically designed as a reference implementation for LM Studio.
Matrix Bridge
E2EE Matrix bridge — CLI and MCP server for any AI coding agent
Jira Integration Server
Enable seamless integration of Jira issue tracking within your LLM applications. Fetch, create, and manage Jira issues and projects dynamically to enhance your workflow automation…
Gemini Imagen4
Generate stunning images from text descriptions using Google's cutting-edge Imagen 4.0 models. Customize image generation with multiple model variants, aspect ratios, and output f…
dev.agentsim/mcp
Real SIM-backed mobile numbers for AI agents to receive SMS and OTP codes.
AI Takeover Tracker MCP Server
Provides AI job displacement data and automation risk assessments for over 59,000 occupations based on task-level analysis. It enables users to query risk scores, task-level break…
Mariana Google MCP
Enables Claude to manage Gmail, Google Calendar, and Google Contacts through a safety-first interface with soft-delete protections and draft-only email capabilities. Supports mult…
SpendNod
AI agent spending controls. Set limits, blocklists, and caps. Approve transactions from your phone.
Meetup MCP
Model Context Protocol server for Meetup.com
Common Java
Java classes for MCP Server and Client Common
Webex Messaging
Experimental Webex MCP server.
CAN-TAP Verified
Free dofollow backlinks for Canadian businesses. Claim, verify, and track NFC tap analytics.
Disco
Find novel, statistically validated patterns in tabular data — hypothesis-free.
io.github.zoom/zoom-docs
Zoom Docs server for creating and retrieving Zoom documents and notes in Markdown.
io.github.blightbow/parkour-mcp
A content exploration toolkit that helps LLMs surface high signal, unsummarized web content.
io.github.mifactory-bot/mifactory-email
Send transactional emails for AI agents via SMTP. Templates included.
Wait
Provides a wait tool for pausing execution until a time duration passes or a monitored process terminates.
Transcription Tools
Enhance your transcription workflow with intelligent processing capabilities. Automatically repair errors, format transcripts naturally, and generate concise summaries to save tim…