Gumloop is great for non-engineers chaining llm steps with tools, scraping and structured outputs.. If it isn't quite the right fit, here are 60 agents tools ranked by ToolHund editors — many with a free tier.
Developers who want strong reasoning, refactoring, and codebase-aware assistance.
Developers who want self-hosted automations with LangChain-style AI nodes.
Developers and teams that want a self-hostable coding agent with strong control and transparency.
Developers and teams using ChatGPT or OpenAI tools for software engineering work.
Developers who want an open-source coding agent with local control.
Teams that want a general-purpose AI agent for business work and deliverables.
Developers building production-grade agent workflows and agentic applications.
Ops teams building complex, branching automations with a visual canvas.
Teams shipping LLM apps with a visual workflow builder, RAG and observability.
Product and CX teams designing complex conversational agents collaboratively.
Companies building internal AI assistants connected to Notion, Slack, GitHub and drives.
Engineering teams that want to delegate larger coding tasks, bug fixes, and implementation work.
Founders, students, and non-technical builders who want to prototype and ship quickly.
Terminal-first developers who want lightweight AI code editing with git integration.
Developers who want an open-source coding agent with flexible model support.
Users who want a general agent to complete complex tasks end-to-end.
Developers building browser agents, web automation tools, and scraping workflows.
Researchers, students, and teams doing literature reviews or evidence synthesis.
Teams that want no-code AI automation across business apps.
Builders and enterprises creating multi-agent automations.
Ops teams building custom agents for sales, research and support without code.
Developers building RAG, agents and tool-using LLM apps in Python or JS.
Building RAG and agentic apps over private data with strong ingestion pipelines.
Prototyping LLM chains and agents visually on top of LangChain.
Teams shipping customer-facing chat agents with structured flows and analytics.
Power users automating browser tasks that require existing sessions or active tabs.
Researchers and developers experimenting with cooperating multi-agent systems.
Busy professionals who want an AI assistant for daily admin and work coordination.
Understanding browser-agent workflows and OpenAI's agent direction.
Teams and creators looking for AI agents options — see the official site for the current feature set.
Teams and creators looking for AI agents options — see the official site for the current feature set.
Teams and creators looking for AI agents options — see the official site for the current feature set.
Teams and creators looking for AI agents options — see the official site for the current feature set.
Teams and creators looking for AI agents options — see the official site for the current feature set.
Teams and creators looking for AI agents options — see the official site for the current feature set.
Teams and creators looking for AI agents options — see the official site for the current feature set.
Teams and creators looking for AI agents options — see the official site for the current feature set.
Teams and creators looking for AI agents options — see the official site for the current feature set.
Teams and creators looking for AI agents options — see the official site for the current feature set.
Teams and creators looking for AI agents options — see the official site for the current feature set.
Teams and creators looking for AI agents options — see the official site for the current feature set.
Teams and creators looking for AI agents options — see the official site for the current feature set.
Teams and creators looking for AI agents options — see the official site for the current feature set.
Teams and creators looking for AI agents options — see the official site for the current feature set.
Teams and creators looking for AI agents options — see the official site for the current feature set.
Teams and creators looking for AI agents options — see the official site for the current feature set.
Teams and creators looking for AI agents options — see the official site for the current feature set.
Teams and creators looking for AI agents options — see the official site for the current feature set.
Teams and creators looking for AI agents options — see the official site for the current feature set.
Teams and creators looking for AI agents options — see the official site for the current feature set.
Teams and creators looking for AI agents options — see the official site for the current feature set.
Teams and creators looking for AI agents options — see the official site for the current feature set.
Teams and creators looking for AI agents options — see the official site for the current feature set.
Teams and creators looking for AI agents options — see the official site for the current feature set.
Teams and creators looking for AI agents options — see the official site for the current feature set.
Teams and creators looking for AI agents options — see the official site for the current feature set.
Teams and creators looking for AI agents options — see the official site for the current feature set.
Teams and creators looking for AI agents options — see the official site for the current feature set.
Teams and creators looking for AI agents options — see the official site for the current feature set.
Teams and creators looking for AI agents options — see the official site for the current feature set.
Gumloop earns its place in a workflow when Visual canvas, AI + tools + web scraping, Templates remove a repeated manual step. Its free access makes a real-workflow test possible before committing to a paid plan.
Run one real agents task from your current workflow in Gumloop.
Check whether Visual canvas produces an output you can use without substantial rework.
Compare the result and time saved with at least one alternative before choosing a paid plan.
See the side-by-side breakdown and the community vote.
Below are the questions we hear most often from people considering leaving Gumloop. If none of them cover your situation, the tool cards above show pricing, best-for and free-tier details at a glance so you can make the call yourself.
Claude Code is currently the highest-scoring agents tool on ToolHund with a genuinely useful free tier — a common starting point for people leaving Gumloop.
The usual triggers are pricing changes, a missing feature, better free limits elsewhere, or a workflow that a specialist agents tool handles more cleanly. Compare the shortlist above against what you actually use Gumloop for.
No. Every rank is based on the ToolHund Score — a blend of feature depth, pricing fit, community sentiment and shipping cadence. Vendors can't pay to appear or move up.
Yes — most teams end up doing exactly that. A general assistant plus a specialist tool for the workflow Gumloop handles best is a common, cost-effective setup.
We refresh scores and rankings whenever a listed tool ships a major change — new pricing, new model, notable feature — and re-check the full category at least monthly.
Each alternative's detail page lists its data-training, privacy and enterprise-controls policy. Check that first before uploading confidential prompts or documents.