Cloud & infra MCP servers

Build and deploy a full-stack RAG app on AWS with Terraform, using free tier Gemini Pro, real-time web search using Remote MCP server and Streamlit UI with token based authentication.

Secure, self-hosted MCP server for Pipedrive CRM with v2 read tools, optional preview-first writes, stdio/HTTP transports, and Docker support.

Secure, self-hosted MCP server for Pipedrive CRM with v2 read tools, optional preview-first writes, stdio/HTTP transports, and Docker support.

List ports and their processes on Linux, macOS, and Windows.

⚡ Control Apache Airflow with natural language via MCP. Chat with your workflows using Claude, GPT, or any LLM — no REST API calls needed. Supports Airflow 2.x (43 tools) & 3.0+ (45+ tools).

A Streamlit-based chat app for LLMs with plug-and-play tool support via Model Context Protocol (MCP), powered by LangChain, LangGraph, and Docker.

Track brand citations across seven AI search surfaces. Free OSS/self-host; optional EUR 99 client-ready audit.

Open-source AI study companion — Google Classroom sync, Gemini AI plans, SRS flashcards, GPA predictor, AI quiz, MCP server for Claude Code. Try demo at shiori-v1.vercel.app

Live Web Access for Your Local AI — Tunable Search & Clean Content Extraction

MCP server providing AI assistants with Maven Central dependency intelligence for all JVM build tools (Maven, Gradle, SBT, Mill). Features Context7 integration for documentation support.

A static MCP server that provides AI models with persistent tool context, preventing context loss between chats.

MCP server to integrate AWS S3 and LLM

This repository demonstrates how to use AutoGen to integrate local and remote MCP (Model Context Protocol) servers. It showcases a local math tool (math_server.py) using Stdio and a remote Apify tool (RAG Web Browser Actor) via SSE for tasks like arithmetic and web browsing.

An MCP(Model Context Protocol) Server for AWS services

A Model Context Protocol (MCP) server that enables AI assistants to integreate with Prometheus Alertmanager

Give your agents a secure, containerized SQL sandbox with MCP or API access enabled with DuckDB. No infra required, quick spin-up cycle. Push any CSV — query, analyze, and move on.

Comprehensive Warhammer 40K API with 2,748 units across 35 factions and 2 game editions (10th and 11th). Built with FastAPI, featuring 29 endpoints. Also available as a live MCP server.

Kura — the knowledgebase for humans and agents. Agent-native docs infrastructure, built on June.

Google Search Console MCP server for Claude, Cursor, ChatGPT, and any MCP client. Query clicks, impressions, average position, URL inspection, sitemaps, and eligible indexing workflows. Run locally with npm or self-host on Cloudflare Workers. Google OAuth, no API keys. By digestseo.com.

Auditable release evidence from commits, pull requests, issues, and contributors between two Git refs, over MCP or CLI.

Local test coverage intelligence for JavaScript and TypeScript: gaps, complexity, and practical test priorities over MCP or CLI.

🧐 Privacy-preserving MCP server evaluation: deterministic CI probe battery (18 probe kinds, readiness score, SARIF) plus production friction capture with findings that verify and close

Self-hosted measuremy.site: cookieless web analytics your AI agent can read, over MCP. One site, runs on your Cloudflare account (Workers + D1).

A public book of small web apps made by AI agents and humans for each other. MCP at charmnomicon.com/mcp