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A bridge that enables MCP clients and LLMs to access and execute AWS Lambda functions as tools.

jpcite — Japan public-program MCP server. 11,684 subsidies + 9,484 e-Gov laws + 22,258 enforcement cases + 13,801 invoice registrants + 166K corporate entities. 93 tools. Evidence Packet with source_url + fetched_at + known gaps. ¥3/req metered, 3 free per IP daily. Anonymous trial, no signup.

A lightweight, local MCP server in Python that enables RAG search through AWS Lambda.

Edit the mcp.json configuration file for tools like AWS Q Developer and Claude Desktop.

A daemon to orchestrate MCP servers as Docker containers and configure AWS ALB path-based routing.

A simple note-taking server for recording and managing notes with AI models, using AWS DynamoDB for storage.

A lightweight Python server for Retrieval-Augmented Generation (RAG) using AWS Lambda. It retrieves knowledge from external data sources like arXiv and PubMed.

A CLI tool to automate packaging MCP servers as Docker images and deploying them to AWS ECS.

A command-line tool to automate the deployment of MCP servers to AWS ECS.

Manage virtual machines across multiple cloud providers, including AWS EC2, Azure Virtual Machines, and GCP Compute Engine.

Local-first FinOps copilot: ask about your AWS, Azure, GCP, and SaaS costs in plain English. Anomaly detection, rightsizing, idle-resource cleanup, and Jira/Linear ticketing, all in your own Claude. Credentials never leave your machine.

MCP server for AI agent token-cost telemetry + quota-window awareness across Anthropic, OpenAI, Gemini, Ollama, AWS Bedrock. Per-agent attribution, spend-spike detection, 429-prediction tools.

Translate PowerPoint files using AWS Bedrock. Requires AWS credentials to be configured.

An MCP server for Qovery AI Copilot that enables deploying apps and managing Kubernetes on AWS, GCP, Azure, and On-Premise infrastructure with natural language

36 enterprise MCP tools for AWS security, infrastructure generation, AI workflows, and AI agent governance.

Provides tools for interacting with AWS S3 buckets.

Provides tools for interacting with AWS S3 buckets.

Keyless CEX/DEX signing for AI agents — exchange API keys stay inside an AWS Nitro Enclave, so a prompt-injected agent can't leak them. Binance, OKX, Bybit, KuCoin, Hyperliquid, Asterdex.

A secure MCP server for accessing and exploring relational databases like MySQL, PostgreSQL, Salesforce, and AWS Glue.

Multi-chain x402 payment gateway and DeFi automation MCP server. 161 tools across 39 categories — batch payments, token swaps, bridges, escrow, AI inference, staking, governance, oracles, geospatial, GPU compute, research, and more. Supports Base, Ethereum, and Solana with 10+ additional chains. Integrated into AWS Strands Agents tools and Google ADK Community Toolkit.

Provides tarot card readings, including single card draws, multi-card spreads, and full deck access.

Unified API for AI agents to deploy cloud infrastructure across AWS, Azure, and GCP autonomously

Screen-reader navigation cost analyzer that measures the actual navigation effort for assistive-technology users by building a weighted graph from Playwright accessibility snapshots and scoring each target under real assistive-technology profiles (NVDA, JAWS, VoiceOver, TalkBack, generic mobile).

Universal MCP server for AI image generation supporting AWS Bedrock (Nova Canvas), OpenAI (GPT Image, DALL-E), and Google Gemini (Imagen 4). Generate, transform, and edit images using multiple AI models through a single Model Context Protocol interface.

MCP server to query and govern your AWS, GCP & Azure cloud estate (and AI runtimes like Bedrock & Vertex AI) from Claude Code or Cursor surfaces waste, cost, ownership, and 400+ audit findings across 200+ resource types.