Gumloop
Natural-language agent and workflow automation platform with built-in LLM access and MCP integrations.
Our editorial assessment, based on the public sources listed below. Last reviewed .
- Task rank
- #22
- Tier
- A
- Score
- 75.4
Strengths
- Build agents and automations in natural language
- Built-in LLM access and MCP server integrations
- Handles simple automation through to orchestration
Considerations
- No-code focus may limit very custom logic
- Paid plans needed for meaningful run volumes
Price
Free tier · paid plans for higher usage
Shown for reference — price is not part of the score.
Score breakdown
- Performance
- 74.0
- 55% of score
- Reputation
- 74.0
- 35% of score
- Recency
- 88.0
- 10% of score
The overall score combines these sub-scores using the weights shown. How we score →
Verification status
Each field carries its own re-verification date. Amber means older than 90 days — treat those figures as stale until re-checked.
- Pricing
- Benchmark
- Reputation
- Feature list
Checked against the sources listed below.
Sources
- Why Model Neutrality Matters — LangChain (opens in a new tab)Accessed:
- 13 best AI agent platforms & builders I'm using in 2026 | Marketer Milk (opens in a new tab)Accessed:
- 15 best AI agent builders in 2026 (Hostinger) (opens in a new tab)Accessed:
- 15 Best AI Agent Builder Tools 2026 — Hostinger (opens in a new tab)Accessed:
- Best AI Agent Platform 2026 (opens in a new tab)Accessed:
Show 11 more sources
- 12 Best AI Agent Platforms 2026 — Taskade (opens in a new tab)Accessed:
- 8 best agentic AI tools I'm using in 2026 (free + paid) | Gumloop (opens in a new tab)Accessed:
- 7 Best Free AI Agents in 2026 (opens in a new tab)Accessed:
- 10 Best AI Agents for Small Business (2026) (opens in a new tab)Accessed:
- Best AI Agents for Business 2026: 12 Platforms Ranked — Arahi AI (opens in a new tab)Accessed:
- 8 Best AI Agent Platforms in 2026 (opens in a new tab)Accessed:
- Best AI agent platform: Top 10 tools compared for 2026 (opens in a new tab)Accessed:
- Best AI Agent Platforms and Tools in 2026 (TrueFoundry) (opens in a new tab)Accessed:
- Best Agentic AI Tools in 2026 | Wysera (opens in a new tab)Accessed:
- Gumloop official site (opens in a new tab)Accessed:
- 8 best AI agent builders you need to try in 2026 (opens in a new tab)Accessed:
Alternatives in Agents & Automation
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- #2LangGraphSScore 86.5Open-source framework from LangChain for building complex custom and multi-agent systems in code.
- #21IBM WatsonxAScore 75.5An enterprise-grade platform for building, training, and deploying AI agents with rigorous governance and compliance.