"IBM MCP Context Forge - Model Context Protocol Framework" matching MCP servers:

A lightweight service that enables AI assistants to execute AWS CLI commands through the Model Context Protocol (MCP), allowing AI tools to retrieve AWS documentation and interact with AWS services.

Enables AI assistants to interact with Databricks workspaces, running SQL queries, managing jobs, and exploring schemas via the Model Context Protocol.

Enables AI assistants to interact seamlessly with IBM watsonx.data lakehouses using natural language for operations like querying, catalog browsing, engine management, and data ingestion.

A server that allows users to query and analyze cloud cost data from Cloudzero using natural language through Large Language Models.

Manages Laravel Forge servers, sites, deployments, SSL certificates, databases, and more through the Model Context Protocol.

A plug-and-play solution that enhances AI assistants by enabling them to create projects, manage configurations, and interact with Openfort's wallet infrastructure through 42 specialized tools.

Provides AI agents with secure, natural-language access to Oracle Cloud Infrastructure through 69 tools covering services like compute, storage, networking, and databases. It features deep IAM integration and supports deployment across platforms like Claude Desktop, Cursor, and OCI Generative AI.

Enables AI agents to discover accessible quantum instances and backends, simulate circuits locally, preview transpiled circuits, submit Sampler or Estimator jobs, and inspect or cancel runtime jobs via typed MCP tools.

MCP server for managing Laravel Forge servers, sites, and deployments via the Forge API.

A template for deploying MCP servers on Vercel with serverless functions. Includes example tools for rolling dice and fetching weather data to demonstrate basic tool implementation and API integration patterns.

MCP server enabling AI assistants to manage Laravel Forge through the full Forge API v2, with ~270 tools for servers, sites, deployments, databases, backups, and more.

A comprehensive framework for building remote MCP servers on Cloudflare Workers featuring OAuth 2.1 authentication, PostgreSQL integration, and Stripe-powered paid tools. It enables developers to create scalable, platform-agnostic MCP tools with support for user registration and subscription-based functionality.

Gives AI assistants a read-only, offline interface to the FinOps Foundation's published guidance — its principles, phases, domains, 22 capabilities with Crawl/Walk/Run maturity assessments, personas, and an 88-entry KPI library — so FinOps questions are answered with the Foundation's own text and formulas rather than improvised ones. It exposes 11 tools, document resources, and four guided prompts over stdio, with every response carrying its source URL and license.

A read-only MCP server for the Laravel Forge API, enabling AI assistants to query Forge infrastructure details like servers, sites, deployments, and logs without any write capabilities.

MCP server exposing the Laravel Forge API v2 with curated tools for deploys, logs, env, and services plus universal access to all 273 operations.

Enables AI assistants to fully manage Laravel Forge servers, sites, databases, workers, daemons, SSL certificates, and deployments.

A minimalist MCP server that integrates with Laravel Forge, allowing users to manage their Laravel Forge servers, sites, and deployments through AI assistants like Claude Desktop, Windsurf, or Cursor.

Integrates with the Laravel Forge API to provide comprehensive management of servers and sites. It enables users to perform health checks, monitor logs, create resources, and execute deployment tasks through MCP-compliant tools.

Enables AI clients to search and retrieve IBM Cloud documentation, converting pages to clean Markdown.

Comprehensive MCP server for managing all IBM Cloud services, offering 180+ tools across 16 domains to enable AI assistants to fully manage IBM Cloud infrastructure.