Communication MCPs
7,995 MCP servers found
bv-mcp
by MadaBurns
Open-source DNS & email security scanner. One MCP endpoint, 57 checks, zero install. Cloudflare Workers.
py-ai-mcp-tool-schemas
by pamelafox
"Improving MCP tool schemas for agent reliability" talk resources: MCP server, agents, evaluation code, and slides
mcp_link_blender
by AuraFriday
Let AI drive Blender using MCP - Your favorite LLM can now do anything Blender can do!
seren
by serenorg
Seren CLI & MCP
ragalgo-mcp-server
by kokogo100
Dynamic RAG Engine for AI Reliability. We provide mathematically scored context & sanitized data to prevent hallucinations in both static & volatile domains (starting with Korean Finance).
SAP-Transaction-Forensics
by chrbailey
Cross-system transaction forensics for SAP ERP and Salesforce CRM. Adapter-based MCP server with critic-loop pattern discovery. 1,639 TypeScript tests + 24 Python tests, 70+ test suites.
vscode-automation-mcp
by Sukarth
An MCP server that enables AI agents to automate and control VSCode
filesystem-mcp
by j0hanz
A local filesystem MCP server that lets LLMs and AI agents read, write, search, diff, patch, and manage files safely and efficiently. Built for reliable, structured, and controlled filesystem interaction.
mcp-github-integration
by onamfc
A TypeScript package for interacting with the GitHub API through an MCP (Model Context Protocol) server integration.
runautomation-mcpserver
by tayyabakmal1
A comprehensive Model Context Protocol (MCP) server that enables AI assistants like Claude to perform browser automation and testing tasks using Playwright. This package bridges the gap between AI and web automation, allowing natural language instructions to be converted into reliable, executable Playwright actions.
mcp-ai-wpoos
by nvdigitalsolutions
NV Digital Open Operator System (NVoOS) is an Object-Oriented AI framework for WordPress connecting your data with OpenAI, Gemini, Anthropic, Hugging Face & Ollama (Local) models. It allows you to create & manage AI Assistants that can interact with users, access WordPress (API) data, & perform custom tool functions as a MCP Server & Chat Agent
mcp-analytics
by embeddedlayers
[BETA — v2 rebuild] MCP server for data analytics — Shopify, Stripe, CSV, forecasting, ML. Works in Claude, Cursor, and any MCP client. Expect rough edges while the rewrite lands.
laravel-mcp-chat
by Glifaus
Laravel MCP example project, MCP chat
open-chat
by faith-tools
Roll your own chat with just a few lines of code. Open source alternative to ChatKit. Use any model / provider. Built upon AI Elements from Vercel, AI SDK. Supports MCP, MCP-UI, and the MCP Registry out of the box.
mcp-chat-client
by thoughtspot
Generic chat client which can connect to MCP servers
sparkle-mcp
by sparkle-ai-space
Sparkle: AI Collaboration Identity
mcp
by Webvizio
Webvizio MCP Server - Automatically converts feedback and bug reports from websites and web apps into actionable, context-enriched developer tasks. Delivered straight to your AI coding tools, the Webvizio MCP Server ensures your AI agent has all the data it needs to solve tasks with speed and accuracy.
nancy-brain
by AmberLee2427
Nancy's RAG backend and HTTP API/MCP server connectors.
mcp-devtools-server
by rshade
AI-powered development tools server for Claude Code and MCP clients. 40+ tools for Go, Node.js, testing, linting, Git workflows. Zero-config setup, intelligent caching, extensible plugins.
gitlab-mcp
by ttpears
Community GitLab MCP Server — works with any GitLab tier (Free/Premium/Ultimate), no Duo required. GraphQL schema discovery, repo browsing, multi-client support (Claude Code, LibreChat).
Oseon-MCP
by SheetMetalConnect
Disclaimer: Educational demonstration only. TRUMPF Oseon is a trademark of TRUMPF Co. KG. No official affiliation.
mcp-ai-agent-guidelines
by Anselmoo
A Model Context Protocol (MCP) server offering professional tools and templates for hierarchical prompting, code hygiene, visualization, memory optimization, and agile planning.
postgres-mcp-server
by mukul975
🔄 PostgreSQL MCP Server – AI-Powered PostgreSQL Management & Monitoring. A powerful, AI-integrated PostgreSQL Model Context Protocol (MCP) server for automated database operations, monitoring, security, diagnostics, and optimization. Seamlessly manage PostgreSQL with 237+ tools designed for AI assistants like Claude and ChatGPT.
translation-helps-mcp
by klappy
Translation Helps MCP: a thin, stateless RAG gateway that lets AI assistants—large or small—ask, search, and get real Bible translation helps at edge speed.