Alternatives to Switch AI

Compare Switch AI alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Switch AI in 2026. Compare features, ratings, user reviews, pricing, and more from Switch AI competitors and alternatives in order to make an informed decision for your business.

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    Tokenrip

    Tokenrip

    Tokenrip

    Tokenrip (tokenrip.com) is a shared workspace for AI agents and the people who manage them. Use Claude, ChatGPT, Codex, Cursor, Grok and any MCP-compatible agent together on the same files, tasks and pinned decisions, so context carries across tools instead of getting lost in separate chats. Bring your own agents and models; Tokenrip does not run them. Features: multi-agent collaboration with agent-to-agent handoffs; human-in-the-loop approvals, where agents propose actions like sending an email and a person approves, edits or skips them; a live activity feed and audit log of every agent action; shared context through pinned guidelines every agent reads first; versioned files; revocable per-agent keys; and free guest access. Connect via MCP server, CLI or API. Used for content, sales research, reporting and client work. Free plan: 2,500 actions per month and 1 GB. Paid plans from $20 per member per month; agents and guests are free.
    Starting Price: $20/member/month
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    Netra

    Netra

    Netra

    AI agents fail silently in production. Wrong answers, broken loops, cost spikes, behavior drift after a prompt change, and no stack trace to explain why. Netra is the single platform to trace, evaluate, simulate and security test your agents. Built for text, voice, image and video agents. SOC2 Type II certified. GDPR and HIPAA compliant. US and EU data residency. Integrates with: LangChain, LangGraph, CrewAI, LlamaIndex, OpenAI, Anthropic, Gemini, AWS Bedrock, and 30+ more.
    Starting Price: $39/month
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    LangGraph

    LangGraph

    LangChain

    Gain precision and control with LangGraph to build agents that reliably handle complex tasks. Build and scale agentic applications with LangGraph Platform. LangGraph's flexible framework supports diverse control flows – single agent, multi-agent, hierarchical, sequential – and robustly handles realistic, complex scenarios. Ensure reliability with easy-to-add moderation and quality loops that prevent agents from veering off course. Use LangGraph Platform to templatize your cognitive architecture so that tools, prompts, and models are easily configurable with LangGraph Platform Assistants. With built-in statefulness, LangGraph agents seamlessly collaborate with humans by writing drafts for review and awaiting approval before acting. Easily inspect the agent’s actions and "time-travel" to roll back and take a different action to correct course.
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    Vokal

    Vokal

    Vokal

    Vokal is a collaboration space for teammates and AI agents, built so founders and product teams can run agent work where the team can see it, review it, and reuse what matters. It gives human-agent work a shared place to start, move, stay visible, and become reusable context, instead of leaving agent runs, assumptions, and decisions trapped in private sessions across Claude Code, Codex, Cursor, ChatGPT, or other tools. Vokal connects channels, tasks, docs, files, apps, agents, memory, Knowledge Base, identity, access, runtime, and event logs around the work, helping teams keep output aligned, reviewed, controlled, and reusable. Agents can work in shared channels with named owners, roles, instructions, sources, statuses, permission scopes, app grants, memory scope, local project-file grants, and visible activity. Teams can use pre-built roles for engineering, product, growth, support, operations, research, and customer work, or bring their own local Codex, Claude Code, Hermes, etc.
    Starting Price: $20 per month
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    Flint AI

    Flint AI

    SandboxAQ

    Flint AI is a local-first, framework-agnostic AgentOps CLI that helps developers determine whether an AI agent is reliable before it reaches production. One command, flintai scan, analyzes Python source code for security vulnerabilities, misconfigurations, risky tool access, missing guardrails, and quality issues, then uses AI reasoning to triage likely false positives. A second command, flintai eval, sends functional and adversarial prompts to a running agent and scores its responses across more than 35 built-in evaluations, including factual accuracy, instruction adherence, prompt injection resistance, jailbreak resilience, and other runtime behaviors. Each agent receives a reliability score, with findings mapped to OWASP Agentic Security Initiative risks ASI01 through ASI10 and severity scored using CVSS v4.0. Flint AI works with agent frameworks and SDKs including Claude Agents SDK, LangChain, CrewAI, Anthropic SDK, OpenAI SDK, MCP servers, and AutoGen.
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    LangChain

    LangChain

    LangChain

    LangChain is a powerful, composable framework designed for building, running, and managing applications powered by large language models (LLMs). It offers an array of tools for creating context-aware, reasoning applications, allowing businesses to leverage their own data and APIs to enhance functionality. LangChain’s suite includes LangGraph for orchestrating agent-driven workflows, and LangSmith for agent observability and performance management. Whether you're building prototypes or scaling full applications, LangChain offers the flexibility and tools needed to optimize the LLM lifecycle, with seamless integrations and fault-tolerant scalability.
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    HumanLayer

    HumanLayer

    HumanLayer

    HumanLayer is an API and SDK that enables AI agents to contact humans for feedback, input, and approvals. It guarantees human oversight of high-stakes function calls with approval workflows across Slack, email, and more. By integrating with your preferred Large Language Model (LLM) and framework, HumanLayer empowers AI agents with safe access to the world. The platform supports various frameworks and LLMs, including LangChain, CrewAI, ControlFlow, LlamaIndex, Haystack, OpenAI, Claude, Llama3.1, Mistral, Gemini, and Cohere. HumanLayer offers features such as approval workflows, human-as-tool integration, and custom responses with escalations. Pre-fill response prompts for seamless human-agent interactions. Route to specific individuals or teams, and control which users can approve or respond to LLM requests. Invert the flow of control, from human-initiated to agent-initiated. Add a variety of human contact channels to your agent toolchain.
    Starting Price: $500 per month
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    GenTeam

    GenTeam

    Genspark

    GenTeam is an AI team workspace where people collaborate with AI agents in shared channels, group chats, direct messages, threads, and task boards. Users can create role-based agents, assign work by message or task, and keep project discussions and agent context available across conversations. Agents can research information, analyze documents, draft reports and other content, create files, and contribute code; results are shared back into the workspace. Teams can invite colleagues and connect supported coding agents running on a local computer, or use agents on Genspark’s cloud computers. GenTeam is available as a web application and through desktop and mobile apps, for individuals and teams coordinating ongoing work with AI assistance.
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    Kollab

    Kollab

    Kollab

    Kollab is an AI-native collaborative workspace designed to bring team communication, project execution, and intelligent automation into a single unified environment. It positions itself as a shared workspace where AI agents act as real team members, capable of executing tasks, retrieving information, and coordinating workflows directly inside the tools teams already use. Through integrated bots, Kollab embeds these agents into messaging platforms such as Slack or Telegram, allowing users to trigger actions, ask questions, or run workflows without switching applications, keeping all work within the natural flow of conversation. It introduces reusable “Skills,” which convert repeatable processes into structured, shareable workflows that any team member can deploy, ensuring consistency and scaling operational knowledge across projects. It also incorporates persistent contextual memory, turning documents, discussions, and past decisions into a living knowledge base.
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    Velozity

    Velozity

    Velozity

    Velozity is an AI office that brings people and AI agents together in one digital workspace for communication, collaboration, and execution. Teams can create specialized AI agents for the roles they need, delegate work, and let those agents carry tasks forward while human teammates continue collaborating in the same environment. The workspace combines AI team chat, voice and video, live presence, transcription, task management, calendars, booking links, guest access, integrations, team analytics, and a shared company brain. Audio and video cabins support quick drop-ins without meeting links or scheduling, helping remote teams work together more naturally. Calls can be transcribed automatically, with key decisions and action items turned into executable tasks that AI agents can follow up on. Velozity also lets teams customize their digital space, see who is available live, and bring both human and AI coworkers into shared workflows as the organization grows.
    Starting Price: $7.99 per month
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    Agno

    Agno

    Agno

    ​Agno is a lightweight framework for building agents with memory, knowledge, tools, and reasoning. Developers use Agno to build reasoning agents, multimodal agents, teams of agents, and agentic workflows. Agno also provides a beautiful UI to chat with agents and tools to monitor and evaluate their performance. It is model-agnostic, providing a unified interface to over 23 model providers, with no lock-in. Agents instantiate in approximately 2μs on average (10,000x faster than LangGraph) and use about 3.75KiB memory on average (50x less than LangGraph). Agno supports reasoning as a first-class citizen, allowing agents to "think" and "analyze" using reasoning models, ReasoningTools, or a custom CoT+Tool-use approach. Agents are natively multimodal and capable of processing text, image, audio, and video inputs and outputs. The framework offers an advanced multi-agent architecture with three modes, route, collaborate, and coordinate.
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    Moxt

    Moxt

    Moxt

    Moxt is an AI-native workspace designed to help teams build and collaborate with autonomous AI agents that can research, write, analyze, and execute tasks alongside humans in a shared environment. It acts as an “operating system for agents,” bringing together files, memory, tools, and skills so AI teammates can perform real work without constant prompting or re-explaining context. It introduces persistent AI assistants (called “momo”) for each user, as well as shared AI teammates that collaborate across the organization, learn from interactions, and improve over time through a shared memory layer. These agents can autonomously generate reports, build dashboards, draft documents, analyze data, and prepare workflows, often completing tasks proactively or on a schedule without direct input. Moxt integrates with tools like Slack, allowing users to interact with AI agents directly in existing workflows, while outputs are saved as structured files in a centralized workspace.
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    Soloop

    Soloop

    Soloop

    Soloop is an AI workspace for solo founders, indie hackers, and small teams. It brings product planning, development, marketing, research, and feedback into one shared workflow. Specialized agents support different areas of the business: the CEO Agent turns goals into priorities and next steps; the CTO Agent converts requests and feedback into technical tasks and assists with code changes; the CMO Agent drafts campaigns, outreach, and marketing content; the Analyst Agent organizes product, user, revenue, and competitor data to surface useful signals. Soloop supports rather than replaces founder judgment. Agents research, prepare, organize, and recommend actions, while founders approve critical decisions such as roadmap changes, code releases, public content, campaigns, pricing, and positioning. The platform reduces tool switching and routine coordination, helping lean teams build, learn from users, and grow without hiring a full team early on.
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    RA.Aid

    RA.Aid

    RA.Aid

    ​RA.Aid is an open source AI assistant that autonomously handles research, planning, and implementation to expedite software development processes. Built on LangGraph's agent-based task execution framework, RA.Aid operates through a three-stage architecture. RA.Aid supports multiple AI providers, including Anthropic's Claude, OpenAI, OpenRouter, and Gemini, allowing users to select models that best fit their requirements. It also features web research capabilities, enabling the agent to pull real-time information from the internet to enhance its understanding and execution of tasks. It offers an interactive chat mode, allowing users to guide the agent directly, ask questions, or redirect tasks as needed. Additionally, RA.Aid integrates with 'aider' via the '--use-aider' flag to leverage specialized code editing capabilities. It is designed with a human-in-the-loop interaction mode, enabling the agent to seek user input during task execution to ensure higher accuracy.
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    Converge AI

    Converge AI

    Converge AI

    Converge AI is an AI-native collaboration platform designed to unify how modern teams build, design, and execute digital products. Instead of relying on disconnected tools for writing, coding, design, and project management, Converge AI brings everything into a single intelligent workspace powered by coordinated AI agents. At its core is the Intelligences Matrix, a multi-agent system composed of specialized AI agents including Coding Agents, Design Agents, and General-purpose Agents. These agents operate within a shared contextual layer, allowing them to collaborate on the same project simultaneously. This ensures that outputs across development, design, and planning remain aligned, reducing fragmentation and eliminating the need for constant manual coordination between tools. The platform enables users to move seamlessly from idea to execution. Users can describe a goal in natural language, and the system breaks it down into structured tasks handled by different agents.
    Starting Price: $12/month
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    Artyfacts

    Artyfacts

    Artyfacts

    Artyfacts is a persistent workspace platform designed for AI agents, enabling their outputs to exist beyond temporary chat interactions and become structured, reusable assets such as research, specifications, reports, and documentation. It addresses a core limitation of current AI workflows, where generated content is often lost or fragmented across chat logs, by providing a centralized environment where work produced by agents can be stored, organized, and iterated over time. It supports outputs from multiple AI systems, including tools like Claude, OpenClaw, or other agents, allowing teams to unify their workflows regardless of the underlying model. Rather than treating AI interactions as disposable conversations, Artyfacts turns them into durable artifacts that can be referenced, edited, and built upon, improving continuity and collaboration in complex projects. It functions as a workspace layer for agent-driven development and research.
    Starting Price: $7 per month
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    Capriole AI

    Capriole AI

    Capriole Australia PTY LTD

    Capriole AI is an all-in-one AI workspace for unlimited web chat and unlimited image generation, with API access priced far below official provider rates. It brings leading models from OpenAI, Anthropic, Google, xAI, Z.ai, and Moonshot into one interface so users can switch models within the same conversation, choose Fast or Thinking modes, search the web, and analyze files. Privacy controls provide cloud-synced, browser-local, or No Storage chat history. Its OpenAI-compatible and Anthropic Messages APIs work with Python, Node.js, and cURL and connect one API key to Codex, Claude Code, GitHub Copilot CLI, OpenCode, OpenClaw, Kilo Code, and other coding agents. The interface supports English, Chinese, Spanish, German, Japanese, Korean, and Portuguese. Capriole AI offers a free plan, Premium from $8/month, and Team plans for five seats with shared usage and owner-managed billing.
    Starting Price: $8/month
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    Buzz

    Buzz

    Block

    Buzz is a self-hostable workspace where humans and AI agents build together in the same rooms, on a relay the team owns. One community brings conversations, agents, workflows, repositories, artifacts, documents, search, and automation into a single workspace with one identity model and one event log. Every message, reaction, workflow step, review approval, canvas update, huddle event, and Git action is recorded as a cryptographically signed Nostr event, giving people and processes the same audit trail. Agents are members, not bots: teams add them to channels like colleagues, give them their own keys and scoped memberships, and let them open repositories, send patches, review code, run workflows, edit canvases, orchestrate other agents, create channels, join voice huddles, and bring the right people into the work. Buzz can search project history and return answers with supporting threads, patches, runs, and approvals.
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    Deep Agents

    Deep Agents

    LangChain

    Deep Agents is an open-source developer library and agent harness for building LLM-powered agents that can work through multi-step tasks. It provides an agent loop with built-in capabilities for planning, persistent memory, file-system interaction, and delegation to subagents, while allowing developers to connect model providers and tools. The library is intended for software developers and teams creating custom agent applications, including research, coding, and other workflows that require an agent to plan and act across several steps. Developers can extend its behavior with custom tools, middleware, and backends, and integrate it with LangGraph and LangSmith for orchestration, tracing, and deployment workflows. Deep Agents is a software development framework rather than a ready-made end-user agent application; users implement and run agents within their own applications and environments.
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    LangMem

    LangMem

    LangChain

    LangMem is a lightweight, flexible Python SDK from LangChain that equips AI agents with long-term memory capabilities, enabling them to extract, store, update, and retrieve meaningful information from past interactions to become smarter and more personalized over time. It supports three memory types and offers both hot-path tools for real-time memory management and background consolidation for efficient updates beyond active sessions. Through a storage-agnostic core API, LangMem integrates seamlessly with any backend and offers native compatibility with LangGraph’s long-term memory store, while also allowing type-safe memory consolidation using schemas defined in Pydantic. Developers can incorporate memory tools into agents using simple primitives to enable seamless memory creation, retrieval, and prompt optimization within conversational flows.
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    Vulnify

    Vulnify

    Vulnify

    Vulnify is runtime authorization for AI agents. Before a sensitive tool call runs, your code calls check() and gets ALLOW, REVIEW or BLOCK, with a 0-100 risk score and the reasons: action, data sensitivity, destination, volume. REVIEW pauses only that action until a person approves. Start in monitor mode, fail closed by default. Policies as code, Node and Python SDKs (MIT) with LangChain, MCP, CrewAI and LangGraph adapters, and a hash-chained audit log with JSON/CSV export. Free plan available.
    Starting Price: Free plan available
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    Hamster

    Hamster

    Hamster

    Hamster is an AI-first workspace designed to help developers and teams plan, structure, and execute projects by providing persistent context to AI coding agents across tools and workflows. It allows users to define a clear plan, brief, and context that can be injected into multiple AI development tools such as Claude, Codex, Gemini, Copilot, and others, ensuring that every agent operates with the same understanding of the project. Instead of relying on isolated prompts, Hamster centralizes instructions and project knowledge so agents can generate more accurate, consistent, and goal-aligned outputs throughout the development process. It works as a coordination layer for AI-driven building, enabling users to move their plans seamlessly between tools while maintaining continuity and reducing context loss. By supporting a wide range of AI coding environments, Hamster acts as a universal interface that connects different models and systems into a cohesive workflow.
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    Morphy

    Morphy

    Casper Apers

    Morphy is a desktop workspace for running and coordinating AI coding agents on a shared, infinite canvas. It brings chats with tools including Claude Code, Codex, GitHub Copilot, Gemini Antigravity, Grok, OpenCode, OpenRouter and local Ollama models into one interface, where users can arrange agents alongside project frames, Markdown notes, dashboards and other cards. Developers can move conversations between supported agents, review their activity, undo a turn, and use a browser, terminal and file viewer beside the canvas. Focus views arrange selected chats on one screen, while Flows connect chat steps and can run on a schedule. Morphy runs on Windows, macOS and Linux as a desktop application; users connect their own provider accounts or API credentials. It is designed for developers and other people who coordinate multiple AI tools across projects.
    Starting Price: $9/month
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    Dock

    Dock

    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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    Manor AI

    Manor AI

    Manor AI

    Manor AI is an AI agent workspace for small businesses, lean teams, and individuals who manage recurring work. It brings reusable agents, shared knowledge, documents, tasks, workflows, and configurable tools together in workspaces so users can organize research, planning, drafting, and operational tasks. Teams can assign work to agents, configure model providers, connect supported services through available OAuth integrations, APIs, and webhooks, and follow task status and activity. The product supports both a managed cloud option and self-hosted deployment, allowing organizations to choose how they run their workspace. Its agent, knowledge, and workflow features are intended to help users structure repeatable business processes; available capabilities depend on the selected tools, model configuration, and deployment.
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    Integrity

    Integrity

    Integrity

    Integrity is a unified AI workspace that brings together notes, canvases, and chat in one connected environment. In Integrity, everything lives as a “universal block”, text, images, tables, notes, chats, so content seamlessly flows across formats and surfaces. Your project’s structure remains visible and navigable everywhere via a transparent sidebar, and you can drag and drop content to reorganize without friction. The AI chat function inherits the entire workspace context, so when you converse with the assistant, it “knows the room.”, you can also pick which model (ChatGPT, Claude, Gemini, etc.) to run the conversation without resetting. Multiple parallel agents (or “minds”) can work inside a conversation, and you can smoothly switch between them. Integrity’s design helps users think across formats, organize ideas visually, and leverage AI to get real results faster, avoiding the need to juggle tools like Notion, Miro, and ChatGPT separately.
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    Crewship

    Crewship

    Crewship

    Crewship is the developer-first platform for deploying AI agent workflows. Deploy your CrewAI, LangGraph, and LangGraph.js agents with a single command and watch them execute in real-time. Key features include one-command deployment, real-time execution streaming, artifact management, auto-scaling, version control, and encrypted secrets management. Crewship handles infrastructure so developers can focus on building great AI agents. Multi-framework support with AutoGen, Pydantic AI, smolagents, OpenAI Agents, Mastra, and Agno coming soon.
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    Naptha

    Naptha

    Naptha

    Naptha is a modular AI platform for autonomous agents that empowers developers and researchers to build, deploy, and scale cooperative multi‑agent systems on the agentic web. Its core innovations include Agent Diversity, which continuously upgrades performance by orchestrating diverse models, tools, and architectures; Horizontal Scaling, which supports collaborative networks of millions of AI agents; Self‑Evolved AI, where agents learn and optimize themselves beyond human‑designed capabilities; and AI Agent Economies, which enable autonomous agents to generate useful goods and services. Naptha integrates seamlessly with popular frameworks and infrastructure, LangChain, AgentOps, CrewAI, IPFS, NVIDIA stacks, and more, via a Python SDK that upgrades existing agent frameworks with next‑generation enhancements. Developers can extend or publish reusable components on the Naptha Hub, run full agent stacks anywhere a container can execute on Naptha Nodes.
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    Cohesive

    Cohesive

    Cohesive

    Cohesive is the workspace where people and agents work as one. It works inside the tools your team already runs on, from Slack to Zoom to your CRM. Today's tools were built for solo human operation: chat boxes, sidebars, and brittle automations layered onto interfaces designed for a different era. Cohesive is built for two participants working in one space. Humans and agents see the same context, work on the same artifacts, and improve the same systems together. Work happens on a Canvas: calls, CRM deals, Slack threads, and sheets side by side, with teammates and the agent working on them in real time. The agent drafts from the sources you point it at and shows them. Automations handle recurring work on a schedule, such as compiling the Monday brief and posting it to Slack once a teammate approves. Plans start at $20 per seat per month, with a 14-day free trial and no credit card required. Enterprise adds SSO, SCIM, and private connectors.
    Starting Price: $20/month
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    Agent Communication Protocol (ACP)
    The Agent Communication Protocol (ACP) is an open interoperability standard designed to enable seamless communication between AI agents, applications, and human users. It provides a standardized RESTful API that supports synchronous and asynchronous interactions, streaming communication, long-running tasks, and both stateful and stateless operations. ACP is framework-agnostic, allowing agents built with technologies such as BeeAI, LangChain, CrewAI, or custom solutions to work together without requiring changes to their internal architecture. The protocol supports all content modalities through MimeTypes, making it flexible enough to handle text, images, audio, video, and custom data formats. ACP also includes capabilities for online and offline agent discovery, helping organizations find and connect compatible agents across different environments.
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    Zaro

    Zaro

    Zaro

    Zaro is a workspace for building the agents, apps, and tools a team actually needs from the data the company already owns. It brings scattered context into one versioned, searchable, permissioned workspace where every document, call, decision, ticket, CRM record, Slack thread, file, and specification can become usable by agents and applications. Instead of letting context reset inside disconnected tools, Zaro makes intelligence compound: every agent run reads from the workspace, writes back to it, and makes the next run smarter. Teams can create a workspace for the whole company, a department, or a specific use case, then connect existing data without changing how people already work. Agents can be scheduled, triggered, or run on demand, built on MCP for AI tool connectivity, with support for any model, any framework, and no vendor lock-in.
    Starting Price: $19 per month
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    Agent Teams

    Agent Teams

    MB Skydis

    Agent Teams is a hosted AI-agent workspace for solo founders and early-stage startups. Users can create a lead agent and specialist agents for product, growth, and operations, then coordinate work through shared tasks, files, and messages. Hosted agents can use persistent files and memory, browser access, tools, and schedules to handle ongoing work beyond a single browser session. The shared workspace lets users review agent conversations and activity and collaborate with invited colleagues. Agent Teams supports Hermes and OpenClaw workers, model and tool choices, and connectors for WhatsApp, Telegram, and Slack. Compatible AI clients, including Codex, Cursor, and Claude Code, can connect through supported reporting or MCP tools. The service is designed for startup teams coordinating AI-assisted product, growth, and operational work.
    Starting Price: $199/month
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    Raft

    Raft

    Raft

    Raft is a real-time collaboration platform where humans and AI agents work together as teammates in channels, direct messages, threads, and tasks. Chat is the workspace, so people and agents share the same conversations, context, and project history without moving work between separate tools. Each agent is a persistent, long-running process with its own identity, memory, expertise, and workspace, allowing it to retain codebase knowledge, preferences, and past discussions across days and tasks. Agents can claim work, run in parallel, hand tasks to one another, review each other’s output, mention teammates, and keep progress visible in shared threads while humans set direction, steer the work, and make final decisions. Raft supports multiple agent runtimes, including Claude, Codex, Hermes, and others, so teams can use different models and computers for different roles within the same project. Existing external agents can also join channels like regular team members.
    Starting Price: $8.80 per month
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    LobeHub

    LobeHub

    LobeHub

    LobeHub is an open-source AI platform that lets users create, customize, and manage AI agents and assistant teams that grow with their needs, enabling collaboration across workflows and projects with shared context and adaptive behavior. It supports multiple AI models and providers through an intuitive interface, allowing seamless switching and conversations across models while integrating knowledge bases, plugins, and task-specific skills for enhanced productivity. Users can deploy private chat applications and assistants, connect agents to real-world tools and data sources, and organize work into projects, schedules, and workspaces with coordinated agents executing tasks in parallel. LobeHub emphasizes long-term co-evolution between humans and agents through personal memory and continual learning, offering extensible frameworks for multimodal interaction and community contributions, such as an agent marketplace and plugin ecosystem.
    Starting Price: $9.90 per month
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    EarlyCore

    EarlyCore

    EarlyCore

    EarlyCore is a security platform built for AI agents. It automates pre-production attack testing, real-time monitoring, and compliance reporting across the full agent lifecycle. Scans agents against thousands of attack scenarios covering prompt injection, jailbreaking, data exfiltration, tool misuse, and supply chain threats. In production, tracks every agent action, establishes behavioral baselines, and flags anomalies in real time. Alerts push to Slack, email, or webhooks. Compliance docs generate automatically, mapped to ISO 42001, NIST AI RMF, EU AI Act, SOC 2, and GDPR. Always audit-ready. Deploys in 15 minutes with zero code changes. Integrates with AWS Bedrock, Gemini Enterprise Agent Platform, LangChain, and more. Multi-tenant support for agencies and MSSPs. Built for security teams, agencies, and MSSPs securing AI agents at scale.
    Starting Price: $100/month
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    Floatboat

    Floatboat

    Floatboat

    Floatboat is an agent-native AI workspace built specifically for one-person companies, designed to learn how you operate and transform that knowledge into a fully functional personal AI team. Instead of acting as a simple chatbot, it observes how you run your business and converts repeatable tasks into reusable workflows, allowing you to automate operations without complex setup or constant prompting. It serves as a centralized workspace where your files, browser, and tools are connected in one place, integrating with over 3,500 applications so you can coordinate tasks and data seamlessly across systems. Floatboat introduces the concept of “Combo Skills,” which packages multi-step processes into reusable execution flows, enabling a single user to handle work typically done by multiple roles. Its agent-based system expands from a simple chat interface into a modular workspace that adapts as your needs grow, supporting everything from planning and research to execution.
    Starting Price: $33.98 per month
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    Aplite

    Aplite

    Aplite

    Aplite is a hosted personal AI workspace where browser-based agents work with markdown notes, files, and persistent memory. Users can chat with multiple agents, schedule routines, set triggers, connect skills and services, and review proposed workspace changes. Agents can create dashboards, reports, small sites, and other pages for preview and optional publishing. The service provides a dedicated cloud instance based on OpenClaw, with models selected through OpenRouter and usage tracked in prepaid credits. Individuals and small teams can use it to organize personal workflows, automate recurring tasks, and build pages from their workspace data.
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    FirstHelm

    FirstHelm

    FirstHelm

    FirstHelm is a control plane for AI agents. It sits between your agent fleet — n8n, OpenAI, Anthropic, CrewAI, LangChain, Microsoft Copilot Studio, or any custom agent via REST API — and the rest of the world, deciding what each agent is allowed to do, not just showing what it did. Every action is logged and checked in flight against your rules: budget caps, blocked actions, and per-mission cost and token visibility. Expensive, risky or irreversible actions are held for human approval, and unanswered approvals expire safely — silence is not consent. Live dashboards let you steer agents mid-mission, and FirstHelm generates audit trails and compliance exports mapped to the EU AI Act, ISO 42001, SOC 2, UK GDPR, NIST AI RMF and FCA expectations — 38 controls, scored live from your own data. Freemium, framework-agnostic, UK-built.
    Starting Price: £23/user/month
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    Atrix AI

    Atrix AI

    Atrix Digital

    Atrix AI is a cloud workspace for small teams that brings project planning, documentation, team messaging, scheduling, CRM, hiring, and people operations into one application. Teams can organize work with boards, cycles, labels, and linked docs; collaborate on nested pages; use team chat and shared calendars with booking links; manage sales pipelines and recruiting; and handle leave, expenses, and e-signatures. Its AI agent can turn a project brief into requirements and planned work and answer questions using workspace information. Atrix also provides an MCP server so compatible assistants and coding tools can access workspace tasks and context with the connected user's permissions. It is intended for startups, agencies, and software teams seeking a shared work hub.
    Starting Price: $39/month
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    AG2

    AG2

    AG2

    AG2 is the open source AgentOS for building production-ready AI agents and multi-agent systems in minutes, not months. Formerly AutoGen, it provides an open source Python framework for building, orchestrating, and scaling AI agents that can collaborate through shared context, use tools, execute workflows, and support both autonomous and human-in-the-loop patterns. AG2 is designed for developers who want to build systems, not prompts, with simple and intuitive syntax, built-in conversation patterns, and a flexible platform for multi-agent automation. Agents in AG2 can extend their capabilities with tools, allowing them to interact with external systems, fetch real-time data, execute code, search the web, process documents, and complete complex tasks beyond a model’s internal knowledge. It supports many LLM providers and local models, including OpenAI-compatible endpoints, Anthropic Claude, Gemini through Vertex AI, DeepSeek, and LM Studio.
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    Surf.new

    Surf.new

    Steel.dev

    Surf.new is a free, open-source playground for testing and using AI agents that can browse the web. These agents surf the web and interact with webpages similarly to how a human would, making tasks like automation and web research easy and intuitive. Whether you're a developer evaluating web agents for production use or someone looking to automate repetitive tasks like checking flights, scraping product information, or booking reservations, Surf.new provides an accessible environment to quickly experiment and see how web agents perform. Key Features: Swap between AI Agent Frameworks with a button: Supports Browser-use, an experimental Claude Computer-use-based agent, and integrates smoothly with LangChain—allowing easy experimentation with different approaches. Diverse AI Model Compatibility: Compatible with popular models including Claude 3.7, DeepSeek R1, OpenAI models, Gemini 2.0 Flash, and others—giving you the flexibility to choose what works best.
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    Berd

    Berd

    Block Open Source

    Berd is a weird, playful open source desktop app for building and getting real work done with AI agents. Instead of acting like another generic chatbot wrapper, it provides a consistent workspace around capable agents, bringing projects, sessions, files, skills, tools, models, providers, and custom agents into one application. Users can start chats, attach files or folders, choose agents and models, work inside projects, manage skills and extensions, review session history, configure providers, and build automations without losing the thread of the workspace. The experience is designed to make agent work feel grounded, inspectable, and continuous, with clear visibility into which project, files, agent, model, provider, and session state are shaping each interaction. Berd gives agents roles, instructions, skills, tools, and distinctive visual identities so they feel recognizable and easier to understand without hiding what they can actually do.
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    Novastart

    Novastart

    Novastart

    Novastart - The Infinite Canvas OS Infinite canvas - All your apps on one infinite whiteboard - Chrome, ChatGPT, Claude, Word, Excel, Files, and everything else you already use. Shared canvases - Invite a teammate. You both see the same screen and work together. A truly shared computer. AI agents - AI with its own cursors and keyboards. It does real work on the canvas while you do yours. Spawn multiple AI Agents at once. Novastart is an infinite canvas whiteboard operating system.
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    Sofos

    Sofos

    Sofos

    Sofos is a desktop agentic workspace for business teams that combines a familiar document editor with a real Claude chat working on the same files, in the same window, on the user’s own machine. The editor renders Markdown as users type, supports highlights and callout cards, lets teams edit CSVs like spreadsheets, and keeps everything as plain files that can also be opened in tools such as Obsidian or VS Code. Users can ask Sofos in plain English to read documents, edit files, and fetch information from connected apps, with every proposed change shown before it is applied. Plan mode keeps changes pending until the user approves them. Sofos connects with tools including Notion, Linear, Slack, Jira, Confluence, GitHub, Figma, Canva, Asana, Stripe, Supabase, and HubSpot through MCP, allowing teams to work across existing systems without migrating their data. Shared workspaces can use GitHub underneath while presenting simple, business-friendly review and approval flows.
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    Subspace

    Subspace

    Subspace

    Subspace is an AI-native agent workspace designed to help developers and teams manage, coordinate, and collaborate with multiple coding agents in a single unified environment while preserving context across sessions. Instead of treating each AI interaction as isolated, the platform builds persistent memory in the background by compressing every conversation into structured observations such as decisions, blockers, and progress, which are continuously synthesized into a clear, evolving project state. This shared memory belongs to the workspace rather than any individual tool, allowing different agents like Claude Code, Codex, or others to seamlessly pick up where previous sessions left off without requiring repeated explanations or manual context transfer. Subspace integrates terminals, files, documentation, browser views, and git workflows into organized workspaces, enabling users to run multiple agents side by side and switch between projects almost instantly.
    Starting Price: $12 per month
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    FastAgency

    FastAgency

    FastAgency

    FastAgency is an open source framework designed to accelerate the deployment of multi-agent AI workflows from prototype to production. It provides a unified programming interface compatible with various agentic AI frameworks, enabling developers to deploy agentic workflows in both development and production settings. With features like multi-runtime support, seamless external API integration, and a command-line interface for orchestration, FastAgency simplifies the creation of scalable, production-ready architectures for serving AI workflows. Currently, it supports the AutoGen framework, with plans to extend support to CrewAI, Swarm, and LangGraph in the future. Developers can easily switch between frameworks, choosing the best one for their project's specific needs. FastAgency also features a common programming interface that enables the development of core workflows once and reuse them across various user interfaces without rewriting code.
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    OrgLogic

    OrgLogic

    Troopr Labs Inc.

    OrgLogic is the AI workspace for enterprise. Instead of every team buying its own AI tool that starts from zero on your company, OrgLogic gives them all one governed Company Brain. It connects Salesforce, Jira, Confluence, Slack, Google Workspace, SharePoint, ServiceNow, GitHub and more, so every answer is grounded in what your organization actually knows, with sources cited and existing permissions enforced. Every major model is available in one place. AI agents take action in your systems, scoped per agent and fully audited.
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    SquadRoom

    SquadRoom

    SquadRoom

    SquadRoom is a cloud workspace for coordinating AI agents on business tasks. Users assign work on a board; a lead agent routes it to specialists in areas such as research, operations, partnerships, and content. Agents use built-in web and social research tools, connected applications, and shared versioned documents to produce deliverables. Completed tasks include reports and activity records, while tickets surface questions that need owner input. Users can create recurring jobs and playbooks, set permissions for connected accounts, and message agents in the workspace or through Telegram. The subscription covers the squad and includes monthly research credits; customers supply their own AI model account or key and pay the provider separately. SquadRoom is intended for founders and small teams coordinating recurring research and operational work.
    Starting Price: $49/month
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    HiClaw

    HiClaw

    AgentScope

    HiClaw is an open source multi-agent OS powered by Matrix. It lets multiple AI agents collaborate in Matrix rooms, fully visible to humans, with real-time intervention capability. A Manager Agent coordinates multiple Worker Agents to complete complex tasks, intelligently decomposing work and enabling parallel execution for stronger complex task handling. Built for enterprise-grade security and multi-agent collaboration, HiClaw uses the open Matrix IM protocol so all agent communications remain transparent, auditable, and suitable for distributed deployment and federation. Humans can enter any Matrix room at any time to observe agent conversations, intervene, or correct agent behavior in real time, ensuring safety and control. It's clear that a two-tier Manager-Worker architecture gives each agent distinct responsibilities and makes it easier to extend the system with custom Worker Agents for different scenarios.
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    HIX.AI

    HIX.AI

    HIX.AI

    HIX AI is an all-in-one AI agent workspace designed to help users research, create, analyze, and automate complex tasks through a unified AI-powered platform. The platform combines AI chat, deep research, image generation, video creation, coding assistance, writing tools, and presentation generation into a single workflow environment. HIX AI supports multiple leading AI models, including GPT, Claude, Gemini, Midjourney, Stable Diffusion, and Sora, giving users access to advanced capabilities for creative and professional projects. Its AI agents can autonomously plan workflows, conduct research, generate assets, and produce polished deliverables such as documents, presentations, marketing campaigns, and code. The platform also includes specialized tools for AI writing, article generation, summarization, translation, homework assistance, and product content creation.
    Starting Price: $14.99/month