--- title: "Kiln vs AgentGPT" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/kiln-ai-kiln-vs-reworkd-agentgpt" tools: ["kiln-ai-kiln", "reworkd-agentgpt"] --- # Kiln vs AgentGPT *GraphCanon updated Aug 23, 2026* ## Verdict Pick Kiln if kiln is a versatile AI systems development toolkit that excels in comprehensive evaluation frameworks for agents, RAG components, and fine-tuning processes; pick AgentGPT if agentGPT is a TypeScript-based tool that supports users in assembling and deploying autonomous AI agents with a streamlined setup via a CLI, suitable for those who prefer browser-based interactions with their AI projects. [Kiln](https://kiln.tech) reports 5.0k GitHub stars, 375 forks, and 69 open issues, last pushed Aug 23, 2026. [AgentGPT](https://agentgpt.reworkd.ai) has 36k stars, 9.3k forks, and 219 open issues, last pushed Apr 29, 2025. Figures are from public GitHub metadata via [Kiln's repository](https://github.com/Kiln-AI/Kiln) and [AgentGPT's repository](https://github.com/reworkd/AgentGPT). | | [Kiln](/tools/kiln-ai-kiln.md) | [AgentGPT](/tools/reworkd-agentgpt.md) | | --- | --- | --- | | Tagline | Build, Evaluate, and Optimize AI Systems | Assembler for autonomous AI Agents | | Stars | 5,034 | 36,304 | | Forks | 375 | 9,288 | | Open issues | 69 | 219 | | Language | Python | TypeScript | | Adopt for | Kiln is a versatile AI systems development toolkit that excels in comprehensive evaluation frameworks for agents, RAG components, and fine-tuning processes. | AgentGPT is a TypeScript-based tool that supports users in assembling and deploying autonomous AI agents with a streamlined setup via a CLI, suitable for those who prefer browser-based interactions with their AI projects | | Persona | - | - | | Runtime | - | - | | License | Other | GPL-3.0 | | Categories | AI Agents, Data & Retrieval, Evaluation & Observability, Model Training | AI Agents, Developer Tools | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [Kiln](/tools/kiln-ai-kiln.md) | [AgentGPT](/tools/reworkd-agentgpt.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Archived (8%) | | Days since push | 0d | 466d | | Archived on GitHub | No | Yes | | Open issues (now) | 69 | 219 | | Stars delta | +63 (30d) | Unknown | | Open issues delta | +3 (30d) | Unknown | | Full report | [trust report](/tools/kiln-ai-kiln/trust.md) | [trust report](/tools/reworkd-agentgpt/trust.md) | ## Decision facts: Kiln - **Adopt for:** Kiln is a versatile AI systems development toolkit that excels in comprehensive evaluation frameworks for agents, RAG components, and fine-tuning processes. ## Decision facts: AgentGPT - **Adopt for:** AgentGPT is a TypeScript-based tool that supports users in assembling and deploying autonomous AI agents with a streamlined setup via a CLI, suitable for those who prefer browser-based interactions with their AI projects ## Choose when ### Choose Kiln if… - Kiln is primarily Python; AgentGPT is TypeScript. - License: Kiln is Other, AgentGPT is GPL-3.0. - Tags unique to Kiln: ai, chain-of-thought, collaboration, dataset-generation. - Also covers Data & Retrieval, Evaluation & Observability, Model Training. - When you need extensive tools for evaluating custom AI agents ### Choose AgentGPT if… - AgentGPT is primarily TypeScript; Kiln is Python. - License: AgentGPT is GPL-3.0, Kiln is Other. - Tags unique to AgentGPT: agent, autonomous, backend-development, cli-setup. - Also covers Developer Tools. - AgentGPT ships Docker support for self-hosted deployment. - When you want to leverage pre-configured setups for database integration (specifically MySQL) handled by AgentGPT's CLI ## When NOT to use Kiln - If your project strictly requires a lightweight tool without comprehensive dataset management options - Avoid if you do not require advanced synthetic data generation capabilities ## When NOT to use AgentGPT - Avoid using if your project requires a NoSQL database solution, given that AgentGPT is configured specifically with MySQL out-of-the-box - Consider alternatives if your stack does not include FastAPI or Next.js, as the tool's default configurations might require significant adjustment ## Common questions ### What is the difference between Kiln and AgentGPT? Kiln: Build, Evaluate, and Optimize AI Systems. AgentGPT: Assembler for autonomous AI Agents. See the comparison table for live GitHub stats and shared categories. ### When should I choose Kiln over AgentGPT? Choose Kiln over AgentGPT when Kiln is primarily Python; AgentGPT is TypeScript; License: Kiln is Other, AgentGPT is GPL-3.0; Tags unique to Kiln: ai, chain-of-thought, collaboration, dataset-generation; Also covers Data & Retrieval, Evaluation & Observability, Model Training; When you need extensive tools for evaluating custom AI agents. ### When should I choose AgentGPT over Kiln? Choose AgentGPT over Kiln when AgentGPT is primarily TypeScript; Kiln is Python; License: AgentGPT is GPL-3.0, Kiln is Other; Tags unique to AgentGPT: agent, autonomous, backend-development, cli-setup; Also covers Developer Tools; AgentGPT ships Docker support for self-hosted deployment; When you want to leverage pre-configured setups for database integration (specifically MySQL) handled by AgentGPT's CLI. ### When should I avoid Kiln? If your project strictly requires a lightweight tool without comprehensive dataset management options Avoid if you do not require advanced synthetic data generation capabilities ### When should I avoid AgentGPT? Avoid using if your project requires a NoSQL database solution, given that AgentGPT is configured specifically with MySQL out-of-the-box Consider alternatives if your stack does not include FastAPI or Next.js, as the tool's default configurations might require significant adjustment ### Is Kiln or AgentGPT more popular on GitHub? AgentGPT has more GitHub stars (36,304 vs 5,034). Stars measure visibility, not whether either tool fits your constraints. ### Are Kiln and AgentGPT open source? Yes - both are open-source projects on GitHub (Kiln: Other, AgentGPT: GPL-3.0). ### Where can I find alternatives to Kiln or AgentGPT? GraphCanon lists graph-backed alternatives at [Kiln alternatives](/tools/kiln-ai-kiln/alternatives) and [AgentGPT alternatives](/tools/reworkd-agentgpt/alternatives) ([Kiln markdown twin](/tools/kiln-ai-kiln/alternatives.md), [AgentGPT markdown twin](/tools/reworkd-agentgpt/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/kiln-ai-kiln-vs-reworkd-agentgpt.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, Kiln or AgentGPT? Kiln: Very active. AgentGPT: Archived. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for Kiln and AgentGPT? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [Kiln trust report](/tools/kiln-ai-kiln/trust); [AgentGPT trust report](/tools/reworkd-agentgpt/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=kiln-ai-kiln`](/api/graphcanon/graph?tool=kiln-ai-kiln) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_