Communication MCPs
8,003 MCP servers found
springai-mcp-gateway
by oalles
Spring Boot gateway that unifies multiple MCP servers into one endpoint for AI assistants, OAuth 2.1
POD-PINN-LFR-MCP-Design-Framework
by LokimuKH19
A Physics-informed Neural Network framework for modular reactor thermal-hydraulic optimization.
azure-ai-vision-face-api-mcp-server
by Azure-Samples
The Azure AI Vision Face Detection and Recognition MCP Server, bringing the power of Face API to your agents.
gcp-storage-mcp
by uysalserkan
A Model Context Protocol (MCP) server that provides seamless integration with Google Cloud Storage, enabling AI assistants to perform file operations, manage buckets, and interact with GCS resources directly.
coverity-connect-mcp
by keides2
Model Context Protocol server for BlackDuck Coverity Connect static analysis platform
plotting-mcp
by StacklokLabs
MCP server that transforms CSV data into visualizations
migadu-mcp
by Michaelzag
Migadu MCP Server - Control your Migadu email hosting through AI assistants
ibm-storageinsights-mcpserver
by IBM
MCP Server for IBM Storage Insights publishing existing REST APIs as Tools.
interview-mcp-server
by HelloGGX
面试官智能体,基于简历提取问题、答案、面试录音,综合评价,全流程全自动,提高面试识别率和准确率
sarvam-mcp
by sarvamai
Official Sarvam MCP server
agent-skills
by kambleakash0
A curated collection of custom AgentSkills and token-saving MCP servers for extending the capabilities of AI coding assistants like Claude Code.
semantic-scholar-mcp
by smaniches
Semantic Scholar MCP server: 14 tools, citation-graph traversal, DOI-citable
ks-cookbook
by knowledgestack
Developer acceleration layer for enterprise RAG + agent pipelines. 32 production-style flagships on LangChain, LangGraph, CrewAI, Temporal, OpenAI Agents SDK, pydantic-ai. Permission-aware retrieval, chunk-level citations, schema-enforced output. Built on Model Context Protocol (MCP).
agent-layer
by conn-castle
A tool for unifying instructions, skills, and MCP servers for various coding agents.
vibepush
by vibepush-dev
MCP-native deployment platform. Any AI deploys to your servers.
tenets
by jddunn
Local-first MCP server for intelligent context that feeds your prompts
td-mcp-server
by treasure-data
An Official Treasure Data MCP Server
searchcraft-mcp-server
by searchcraft-inc
An MCP Server powered by Searchcraft – the developer-first vertical search engine.
mediabox-mcp
by JuanCMPDev
Self-hosted media server with AI-powered management via MCP. Control Jellyfin, Sonarr, Radarr, qBittorrent and PyLoad through any AI assistant.
xcode-studio-mcp
by kevinswint
Unified MCP server for AI-assisted iOS development — build, deploy, screenshot, and interact with iOS Simulator from Claude Code, Cursor, or any MCP client
mcp-discord
by goul4rt
The most complete open-source MCP server for Discord — 80+ tools, dual-mode: integrated (plugin) or standalone
driftguard-mcp
by jschoemaker
MCP server for DriftGuard — exposes AI conversation drift scores and session health to Claude Desktop and other MCP clients
AirMCP
by heznpc
One MCP server for your entire Apple ecosystem.
convex-mcp
by vibeflowing-inc
A stateless MCP adapter for Convex – turn backend functions into tools for ChatGPT, Claude & AI agents.