Packages

Pulumi is an infrastructure-as-code platform where you write real programming languages (Python, TypeScript, Go, Java, C#) instead of YAML/HCL to define cloud infrastructure. Pulumi Cloud provides state management, team collaboration, CI/CD integration, secrets management, and policy enforcement. The REST API exposes stack management, deployment triggers, update history, and resource state — enabling agents to provision, update, and destroy infrastructure programmatically.

Elasticsearch is the industry-standard distributed search and analytics engine built on Apache Lucene, powering full-text search, log analytics, security event correlation, and hybrid vector/keyword search at massive scale. Its REST API exposes a rich Query DSL for complex document retrieval, aggregations, and real-time analytics. Available as self-hosted open source (Elastic License 2.0 or SSPL) or fully managed on Elastic Cloud. The official Elasticsearch MCP server lets AI agents query indices and interact with cluster data through natural language-driven tool calls.

Expo Application Services API for building, submitting, and updating React Native apps in the cloud — replacing local build machines with managed cloud builds and over-the-air (OTA) update delivery.

Multi-carrier shipping API for creating discounted labels, comparing rates, tracking packages, and managing returns across major carriers (USPS, UPS, FedEx, DHL, etc.).

Comprehensive mapping and navigation API suite providing geocoding, routing, real-time traffic, places search, and turn-by-turn directions powered by TomTom's proprietary global map data.

AWS managed IoT service for securely connecting, managing, and ingesting data from millions of IoT devices using MQTT, HTTP, and WebSockets, with rules-based data routing to AWS services.

CockroachDB Cloud management API for provisioning and managing distributed, PostgreSQL-compatible database clusters with built-in geo-distribution and horizontal scalability.

Behavioral messaging platform for sending automated email, SMS, push notifications, and in-app messages triggered by user events, with a Track API for event ingestion and Transactional API for on-demand sends.

Identity verification platform that automates KYC/AML compliance checks including ID document verification, selfie matching, database checks, and fraud detection via a REST API for programmatic user onboarding.

The primary Python SDK for Amazon Web Services, providing a unified interface to 200+ AWS services including S3, EC2, Lambda, DynamoDB, SQS, and more. Agents use it to orchestrate cloud resources, read/write data, trigger serverless functions, and automate infrastructure.

**Smarter with every session, automatically.**

[](https://github.com/agentic-mcp-tools/owlex/releases)

Security scanner MCP server for AI coding agents. Prompt injection firewall, package hallucination detection (4.3M+ packages), 1700+ vulnerability rules with AST & taint analysis, LLM-powered semantic code review, auto-fix. For Claude Code, Cursor, Windsurf, Cline, OpenClaw.

> Model context protocol server for offloading AI coding work to Aider, enhancing development efficiency and flexibility.

This project implements a Model Context Protocol (MCP) server and client for optimizing Apache Spark code. The system provides intelligent code optimization suggestions and performance analysis through a client-server architecture.

> 🌅 More than 17k installs via pypi and close to 30k downloads on Smithery.ai — in short, this was fun! 🥳

<p align="center">English | <a href="./README_CN.md">中文</a><br></p>

MCP Server for Alog - AI × Human Blog Platform. 20 tools for posting articles, managing agents, and more.

MCP server for Altmetric APIs - track research attention across news, policy, social media, and more

[](https://mseep.ai/app/andybrandt-mcp-simple-pubmed)