Compare Business Software for Gemini CLI: October 2026 Reviews & Comparison

Gemini Enterprise Agent Platform

Google

Gemini Enterprise Agent Platform is a comprehensive solution from Google Cloud designed to help organizations build, scale, govern, and optimize AI agents. It represents the evolution of Vertex AI, combining advanced model development with new capabilities for agent orchestration and integration. The platform provides access to over 200 leading AI models, including Google’s Gemini series and third-party options like Anthropic’s Claude. It enables teams to create intelligent agents using both low-code and code-first development environments. With features like Agent Runtime and Memory Bank, businesses can deploy long-running agents that retain context and perform complex workflows. The platform emphasizes security and governance through tools like Agent Identity, Agent Registry, and Agent Gateway. It also includes optimization tools such as simulation, evaluation, and observability to ensure consistent agent performance.

1,161 Ratings

Starting Price: Free ($300 in free credits)

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Google AI Studio

Google

Google AI Studio is a unified development platform that helps teams explore, build, and deploy applications using Google’s most advanced AI models. It brings text, image, audio, and video models together in one interactive playground. With vibe coding, developers can use natural language to quickly turn ideas into working AI applications. The platform reduces friction by generating functional apps that are ready for deployment with minimal setup. Built-in integrations like Google Search enhance real-world use cases. Google AI Studio also centralizes API key management, usage monitoring, and billing. It offers a fast, intuitive path from prompt to production powered by vibe coding workflows.

41 Ratings

Starting Price: Free

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Gemini

Google

Gemini is Google’s advanced AI assistant designed to help users think, create, learn, and complete tasks with a new level of intelligence. Powered by Google’s most capable models, including Gemini 3, it enables users to ask complex questions, generate content, analyze information, and explore ideas through natural conversation. Gemini can create images, videos, summaries, study plans, and first drafts while also providing feedback on uploaded files and written work. The platform is grounded in Google Search, allowing it to deliver accurate, up-to-date information and support deep follow-up questions. Gemini connects seamlessly with Google apps like Gmail, Docs, Calendar, Maps, YouTube, and Photos to help users complete tasks without switching tools. Features such as Gemini Live, Deep Research, and Gems enhance brainstorming, research, and personalized workflows. Available through flexible free and paid plans, Gemini supports everyday users, students, and professionals across devices.

2 Ratings

Starting Price: Free

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AppControl

AppControl Labs LLC

AppControl is a free advanced Task Manager for Windows with full history. Scroll back through days of system activity to see exactly what spiked your CPU, filled RAM, maxed the GPU or disk, or overheated your PC, with CPU and GPU temperature tracking over time. Built-in privacy monitoring reveals which apps accessed your webcam, microphone, or location, plus hidden installs and background tasks. Go beyond End Task: permanently disable problem apps, block entire publishers with one click, and build custom rules that stay enforced. Real-time alerts flag new or unusual apps and privacy access the moment they happen. Every process gets a plain-language description, so you can skip the web search. An optional open-source MCP extension connects Claude, Cursor, or other AI tools so you can ask about your PC's activity in plain English, and a CLI is included for power users. Lightweight (20 MB), free, and built to replace Task Manager on every PC you manage.

1 Rating

Starting Price: Free

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Model Context Protocol (MCP)

Anthropic

Model Context Protocol (MCP) is an open protocol designed to standardize how applications provide context to large language models (LLMs). It acts as a universal connector, similar to a USB-C port, allowing LLMs to seamlessly integrate with various data sources and tools. MCP supports a client-server architecture, enabling programs (clients) to interact with lightweight servers that expose specific capabilities. With growing pre-built integrations and flexibility to switch between LLM vendors, MCP helps users build complex workflows and AI agents while ensuring secure data management within their infrastructure.

1 Rating

Starting Price: Free

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Gemini 3 Pro

Google

Gemini 3 Pro is Google’s most advanced multimodal AI model, built for developers who want to bring ideas to life with intelligence, precision, and creativity. It delivers breakthrough performance across reasoning, coding, and multimodal understanding—surpassing Gemini 2.5 Pro in both speed and capability. The model excels in agentic workflows, enabling autonomous coding, debugging, and refactoring across entire projects with long-context awareness. With superior performance in image, video, and spatial reasoning, Gemini 3 Pro powers next-generation applications in development, robotics, XR, and document intelligence. Developers can access it through the Gemini API, Google AI Studio, or Gemini Enterprise Agent Platform, integrating seamlessly into existing tools and IDEs. Whether generating code, analyzing visuals, or building interactive apps from a single prompt, Gemini 3 Pro represents the future of intelligent, multimodal AI development.

1 Rating

Starting Price: $19.99/month

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Gemini 2.5 Pro

Google

Gemini 2.5 Pro is an advanced AI model designed to handle complex tasks with enhanced reasoning and coding capabilities. Leading common benchmarks, it excels in math, science, and coding, demonstrating strong performance in tasks like web app creation and code transformation. Built on the Gemini 2.5 foundation, it features a 1 million token context window, enabling it to process vast datasets from various sources such as text, images, and code repositories. Available now in Google AI Studio, Gemini 2.5 Pro is optimized for more sophisticated applications and supports advanced users with improved performance for complex problem-solving.

1 Rating

Starting Price: $19.99/month

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Weaviate

Weaviate is an open-source, AI-native vector database for building search, RAG, and agentic AI applications. Store data objects alongside vector embeddings from your favorite ML models and scale seamlessly into billions of objects. Bring your own vectors or use built-in vectorization, then combine vector, keyword, and hybrid search for state-of-the-art results, even with filters. Pipe results through leading LLMs to power next-generation, retrieval-augmented experiences. Weaviate goes beyond the database: the Query Agent turns natural language into precise, cited queries, Engram provides managed memory for AI agents, and Weaviate Embeddings handles vectorization for you. Run it yourself under an open-source license, or use fully managed Weaviate Cloud on AWS, GCP, or Azure, with SOC 2 Type II compliance, multi-tenancy, and RBAC built in. Use any generative model with your own data to build chatbots, semantic search, recommendation, and agentic workflows.

Starting Price: Free

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omp

omp is an open source AI coding agent and development harness that provides developers with a powerful local environment for AI-assisted engineering. It connects AI models directly to IDE capabilities, debugging tools, code execution, language servers, browser automation, memory, and dozens of built-in development tools. It supports more than 40 AI providers while allowing developers to use a single interface across cloud and local language models. omp enhances coding performance with features such as intelligent code editing, parallel subagents, persistent execution environments, integrated debugging, and advanced code review workflows. It also includes collaborative sessions, local memory, workflow automation, browser control, and GitHub integration to streamline complex software development tasks. Built with a native Rust engine and designed for Windows, macOS, and Linux, omp helps developers build, debug, and maintain software.

Starting Price: Free

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Latent

FatTail Labs

Latent is a native macOS disk cleanup and storage-analysis app for developers and people who use local AI tools. It attributes storage to the apps and tools that created it, including model files, developer build artifacts, package caches, Docker data and app files, then labels items as recoverable, user-controlled or protected. Users can inspect space by owner, review memory use, uninstall apps and find near-duplicate AI images and videos by similarity. Cleanup actions are recorded for recovery: file removals can be restored from Trash, while items managed by external tools have recovery guidance. An optional built-in Model Context Protocol (MCP) server lets compatible assistants inspect scans and propose cleanup actions, which require user confirmation. Latent runs locally on macOS 14 or later; scanning is free and a license is required to remove files.

Starting Price: $12.99 one-time

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Prooflive.ai

Prooflive.ai is a website builder and host for businesses that want to build a website with their own AI agent. Users sign up, copy a prompt into a compatible agent on their computer, and provide a few lines about their business, an existing website or a design. The agent builds pages as HTML on a private preview, with each saved page checked by Proofrails, Prooflive.ai's built-in guard rails. When ready, the site goes live on the customer's domain with SSL and UK hosting. Plans include a leads inbox with spam filtering, SEO tools and, on Standard and higher, domain email, a blog, page version history, and visual and HTML editing. Designers and studios can build client sites from designs, share go-live links, and earn a 10–20% commission on client hosting payments. Plans range from one-page business sites to higher-traffic websites.

Starting Price: £19/month

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AfterLaunch

AfterLaunch Technologies

AfterLaunch is a cloud-based organic growth platform for SaaS founders and small software teams. It scans a company's website and monitors its visibility in traditional search and AI-generated answers, alongside competitor activity. The dashboard reports site and SEO issues, AI visibility, cited sources, competitor mentions and changes over time, then ranks growth opportunities and prepares evidence-backed briefs and draft content. Teams decide which actions to take and publish; the service records completed moves and measured outcomes. A web dashboard is complemented by an API and a hosted Model Context Protocol (MCP) server that let coding assistants and other AI clients read reports, draft outputs and manage growth moves. AfterLaunch is aimed at post-launch SaaS founders and lean teams without dedicated growth staff. A free scan and a 14-day trial are available; the Founder plan is $149 per month.

Starting Price: $149/month

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Nitrosend

Nitrosend Pty Ltd

Nitrosend brings branded email campaigns, automated flows and transactional messages into one workspace. Teams can draft and review in the dashboard, use the CLI and REST API from their applications, or work through Claude, ChatGPT, Cursor and other agents over MCP. Agencies can manage separate client brands, transfer account ownership and stay on the team. Build signup journeys from product events, send order confirmations, test messages, and review before campaigns go live. The free plan includes campaigns, flows, transactional email and MCP/API/CLI access with unlimited contacts; paid plans increase sending capacity and team limits.

Starting Price: $0

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Placepoint

Placepoint AS

Placepoint is a property data platform for Norway and Sweden. It collects, normalises and quality-checks public registers and market data, joining information to each property, including cadastre, land register, zoning, ownership, tenants, transactions and risk. Data points include their source and date. Users can work in the Fusion web app, bring property information into their own systems through the Placepoint API, or ask questions through Placepoint AI. The platform is for property owners, developers, brokers, banks, insurers and municipalities. Teams use its data for property research, due diligence, planning, valuation, risk assessment and portfolio work. Placepoint reports more than 950 customers and 6,500 professional users.

Starting Price: NOK 2,000/user/month

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Jules Tools

Google

Jules Tools is a lightweight command-line interface that lets developers interact with Jules, Google’s asynchronous coding agent, directly from their terminal without needing the browser UI. Jules understands the full context of your repository, takes tasks like writing tests, building new features, fixing bugs, and bumping dependencies, then spins up a temporary VM to perform work and return pull requests. The CLI is scriptable and integrates seamlessly into developer workflows, commands like jules remote list let you inspect tasks, while jules can spawn new sessions from pipelines or issue trackers. It also includes a terminal user interface that mirrors the web dashboard. Because Jules Tools is designed to be programmable, you can embed it into scripts or CI/CD pipelines, combine it with GitHub or Gemini CLI commands, and automate parts of your dev process.

Starting Price: Free

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Gemini Enterprise

Google

Gemini Enterprise app is an advanced AI-powered platform that brings Google’s AI capabilities to every employee, enabling organizations to automate workflows, analyze data, and create high-quality content across multiple business functions. It securely connects to tools like Microsoft 365, Google Workspace, HubSpot, and Jira, allowing users to search and interact with their business data using natural language. The platform supports prebuilt agents such as NotebookLM and Deep Research, helping teams quickly extract insights and streamline tasks. It also allows users to build custom no-code agents to automate multi-step workflows across different applications. With centralized management, organizations can deploy and monitor all agents from a single interface. Built-in security and governance features ensure data privacy and compliance with enterprise standards. Overall, Gemini Enterprise app enhances productivity by combining AI automation with secure data integration.

Starting Price: $21 per month

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FlowLens

Magentic AI

FlowLens is an AI-native debugging and session-recording tool that captures everything needed for correct, context-aware bug diagnosis and lets AI coding agents fix bugs autonomously. With a simple browser extension and optional MCP server, FlowLens records full user sessions, including video of the UI, network-request data, console logs, user interactions (clicks, inputs, navigation), storage state (cookies, local/session storage), system info, and more, all synchronized on a unified timeline. Once a bug is reproduced, FlowLens bundles that complete context into a single “flow” that can be shared via link. AI coding agents compatible with MCP (such as those from major providers) can then load the flow, inspect network activity, error logs, UI state, and user inputs, and automatically analyze root causes and suggest or even generate code fixes. This removes the need for manual replays, copying and pasting logs, or writing verbose bug descriptions.

Starting Price: $11 per month

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DeployStack

DeployStack is an enterprise-focused Model Context Protocol (MCP) management platform designed to centralize, secure, and optimize how teams use and govern MCP servers and AI tools across organizations. It provides a single dashboard to manage all MCP servers with centralized credential vaulting, eliminating scattered API keys and manual local config files, while enforcing role-based access control, OAuth2 authentication, and bank-level encryption for secure enterprise usage. It offers usage analytics and observability, giving real-time insights into which MCP tools teams use, who accesses them, and how often, along with audit logs for compliance and cost-control visibility. DeployStack also includes token/context window optimization so LLM clients consume far fewer tokens when loading MCP tools by routing through a hierarchical system, allowing scalable access to many MCP servers without degrading model performance.

Starting Price: $10 per month

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CreateOS

NodeOps

CreateOS from NodeOps is a unified intelligent workspace and execution environment that lets builders move seamlessly from idea to live deployment and monetization without juggling fragmented tools or infrastructure. It consolidates planning, coding, testing, deployment, dashboards, trading setups, analytics, wallets, and automation into one context-aware platform where you can start from a blank canvas, import a repo, or remix a template with one click, build products and workflows with AI-assisted suggestions, and instantly push live through zero-configuration deployments that auto-scale and require no traditional DevOps steps. CreateOS includes an AI co-pilot that accelerates work by suggesting improvements and automating routine tasks, native integrations with familiar tools like GitHub, Figma, Notion, wallets, and APIs to keep your workflow in continuous flow, and a Marketplace where creators can publish and earn from templates, apps, and workflows.

Starting Price: $8 per month

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Flottix

Flottix is an IT asset registry that AI agents operate through MCP. Hardware, software licenses, custody assignments, and audit history live in one place. Your agents connect over the Model Context Protocol and do the legwork (onboarding a laptop, assigning a license, counting stock) while every change passes through a eterministic state machine: strict tenant isolation, valid transitions only, and an audit trail with no API path to rewrite it. Agents propose, you approve. Works with Claude, Cursor, or any MCP client. Setup is a five-minute quickstart. Free up to 50 items, full protocol access on every plan. Starter is EUR 19/month; Professional (EUR 59/month) adds staged approvals, for teams that want a second pair of eyes on agent actions. SaaS only. We run it, you use it.

Starting Price: $19/month

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JetBrains Air

JetBrains

Air is an agentic development environment created by JetBrains that allows developers to delegate coding tasks to multiple AI agents and manage them within a single, unified workspace. Instead of functioning as a simple chat-based assistant, it is designed as a full development environment where tools are built around AI agents, enabling users to guide, supervise, and refine their output more effectively. Developers can run several agents concurrently, each working on different tasks in isolated environments, which helps prevent conflicts and improves productivity when handling complex projects. It supports integration with multiple AI systems such as Claude, Gemini, Codex, and other coding agents, allowing flexible, model-agnostic workflows within the same interface. Users can define tasks with rich context by referencing specific files, commits, classes, or code elements, ensuring that the agents generate more accurate and relevant results based on the actual codebase.

Starting Price: Free

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OpenSpec

Fission AI

OpenSpec is an open-source spec-driven development framework designed to bring structure and clarity to AI-assisted coding workflows. It introduces a lightweight specification layer that helps teams define requirements before writing code. The platform organizes each change into structured artifacts such as proposals, specifications, designs, and task lists. It integrates with over 20 AI coding tools, allowing developers to use their preferred assistants while maintaining consistency. OpenSpec emphasizes an iterative and flexible approach rather than rigid development phases. Its command-based workflow enables users to propose, implement, and archive features efficiently. Overall, OpenSpec helps developers align with AI systems, reduce ambiguity, and produce more predictable and reliable outcomes.

Starting Price: Free

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Cosyra

Cosyra is a mobile-first cloud development environment that enables users to run AI-powered coding tools directly from their phone through a full Linux terminal. It allows developers to use tools such as Claude Code, Codex CLI, OpenCode, and Gemini CLI, all pre-installed and ready to run by simply adding an API key and opening the terminal. It provides an isolated Ubuntu container with essential development tools, including Node.js, Python, Git, tmux, and vim, along with 30 GB of persistent storage that contains data between sessions. Cosyra is designed to replicate the experience of working on a local machine, allowing users to build, test, and manage projects entirely from a mobile device. It supports workflows such as cloning repositories, reviewing pull requests, running tests, and deploying code, all within a persistent session that can hibernate and resume seamlessly.

Starting Price: $29.99 per month

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TypeUI

TypeUI is an open source command-line interface designed for agentic design, enabling developers to apply a consistent and structured design system across AI-generated code by generating and managing standardized files. It acts as a design layer for AI coding tools, ensuring that interfaces produced by different agents follow the same visual rules for typography, color, spacing, and component styling, regardless of the underlying model or provider. It addresses a key challenge in AI-assisted development, where outputs from tools like Claude Code, Cursor, Codex, or Gemini can vary significantly in style by introducing a portable design blueprint that enforces uniformity across projects. Through a simple CLI workflow, users can generate design systems by answering guided prompts, pull pre-built “design skills” from a registry, or update existing configurations without rebuilding them from scratch.

Starting Price: $200 per 3 years

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Junction

Junction Panel is a lightweight control surface for managing AI coding agents from anywhere, designed to keep developers connected to their workflows without being tied to a desktop environment. It enables users to monitor, interact with, and control multiple local AI agents in real time, receiving alerts when an agent needs input and responding instantly from any device, including a phone. Through a unified interface, users can review diffs, tail logs, merge pull requests, and approve execution steps with one-tap actions, allowing development processes to continue seamlessly even when away from a workstation. It includes built-in features such as per-turn cost tracking for token usage, workspace browsing, custom commands, and agent checkpoints that allow rollback to previous states if something goes wrong. It also introduces a structured permission system with five levels of risk classification, ensuring that every agent action is categorized and reviewed appropriately.

Starting Price: $10 per month

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Constellation

ShiftinBits Inc

Graph-backed code intelligence for your AI assistant. Constellation turns your codebase into a queryable knowledge graph, giving AI assistants the structural understanding they need to reason about real software — not just the plain text. Why Constellation? Text search tells you where a string appears, *everywhere* that string appears. Constellation tells you the exact location of the symbol in question, what it means, what calls it, and what breaks if you change it. Before your assistant edits a function, it can ask: - Where is this defined, and where is it used across the codebase? - What's the blast radius of this change? - Which modules have circular dependencies or dead code? - How does data flow through the call graph? Answers come from a semantic graph, not a grep loop. One Tool, Countless Capabilities A single `code_intel` tool exposes a rich JavaScript API as a "Code Mode" tool, allowing AI agents to craft complex composite queries.

Starting Price: $29.99/month

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Preloop

Preloop is the open source AI agent control plane for agents that take real actions. It combines an MCP firewall for tool access, an AI model gateway for cost, safety, and attribution, policy-as-code with human approvals, runtime session observability, and audit trails in a single self-hostable platform. AI agents can deploy code, change infrastructure, move money, touch production data, and burn model spend in seconds, so Preloop helps teams control what agents can do, how much they spend, and which actions require human approval. It works with OpenClaw, Hermes, Claude Code, Codex CLI, Cursor, Gemini CLI, Windsurf, Cline, OpenCode, and any MCP-compatible agent or managed runtime. Access rules can inspect arguments and context, not just tool names, with CEL expressions for fine-grained conditions. Teams can start with observability, then layer in approvals and deny rules without SDKs or invasive app changes.

Starting Price: $290 per month

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Dock

Dock is the AI workspace for you, your team, and every agent you run. It gives humans and AI agents the same shared cloud workspace, where everyone can read and write the same state in real time instead of working across scattered chats, files, and one-off outputs. Dock is built around tables with typed columns, rich-text docs, and agents as first-class identities, each with their own API keys, permissions, and audit trail rather than delegated human tokens. Teams can use Dock to plan, research, decide, and ship with humans and AI on the same surface, with use cases across engineering, go-to-market, research, operations, solo work, and agency workflows. Engineering teams can manage sprint planning, spec docs, and incident response; GTM teams can organize content calendars, sales pipelines, and customer success; research teams can track interviews, themes, and competitive intelligence; and operations teams can manage runbooks, recruiting, compliance, and onboarding.

Starting Price: $19 per month

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Multica

Multica is an open source project management platform for human and agent teams, built to turn coding agents into real teammates rather than separate tools. It gives humans and AI agents the same workspace, where agents can be assigned issues, report progress, reply in comments, raise blockers, ship code, and appear in the member list with profiles, avatars, and open-issue queues. Users can assign work to an agent the same way they would hand a task to a teammate, or open a chat window to ask it to draft an issue, answer a question, or handle a one-off request. Multica’s shared context layer keeps issue comments, attachments, reports, task history, and workspace knowledge accessible to both people and agents, while skills act as workspace-wide playbooks that let every agent reuse the same definitions and operating instructions.

Starting Price: Free

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AionUi

AionUi is a desktop workspace where AI agents live on the user’s computer and actually collaborate across everyday tasks such as writing code, making slides, sorting files, crunching numbers, editing photos, creating reports, writing papers, and running automations 24/7. Users can work with one agent, run multiple agents in parallel, assign tasks to the right assistant, or team them up inside one unified workspace. AionUi auto-detects Claude Code, Codex, Gemini CLI, Aion CLI, OpenCode, OpenClaw, Goose, and 20+ more tools already installed on the machine, so users can reuse their existing setup without reinstalling or duplicating tools. It includes 20+ built-in assistants for presentations, Excel, financial models, documents, academic papers, diagrams, UI/UX design, games, creative writing, project planning, recruiting, setup, and autonomous end-to-end work. Users can also create custom assistants tailored to their workflow.

Starting Price: Free

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Business Software for Gemini CLI

Top Software that integrates with Gemini CLI as of October 2026

Gemini Enterprise Agent Platform

Google AI Studio

Gemini

AppControl

Model Context Protocol (MCP)

Gemini 3 Pro

Gemini 2.5 Pro

Weaviate

omp

Latent

Prooflive.ai

AfterLaunch

Nitrosend

Placepoint

Jules Tools

Gemini Enterprise

FlowLens

DeployStack

CreateOS

Flottix

JetBrains Air

OpenSpec

Cosyra

TypeUI

Junction

Constellation

Preloop

Dock

Multica

AionUi