--- title: "PraisonAI vs agency" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/mervinpraison-praisonai-vs-neurocult-agency" tools: ["mervinpraison-praisonai", "neurocult-agency"] --- # PraisonAI vs agency *GraphCanon updated Sep 20, 2026* ## Verdict Pick PraisonAI if praisonAI is a framework for deploying autonomous AI agents that can research, plan, and execute tasks, supporting over 100 LLMs and including built-in memory and RAG; pick agency if agency is a Go-idiomatic library aimed at developers looking to work with Large Language Models and generative AI techniques. [PraisonAI](https://praison.ai/docs) reports 9.1k GitHub stars, 1.4k forks, and 75 open issues, last pushed Sep 18, 2026. [agency](https://github.com/neurocult/agency) has 514 stars, 36 forks, and 4 open issues, last pushed Jan 8, 2025. Figures are from public GitHub metadata via [PraisonAI's repository](https://github.com/MervinPraison/PraisonAI) and [agency's repository](https://github.com/neurocult/agency). | | [PraisonAI](/tools/mervinpraison-praisonai.md) | [agency](/tools/neurocult-agency.md) | | --- | --- | --- | | Tagline | Hire a 24/7 AI Workforce | Library for exploring Large Language Models and generative AI in Go | | Stars | 9,069 | 514 | | Forks | 1,447 | 36 | | Open issues | 75 | 4 | | Language | Python | Go | | Adopt for | PraisonAI is a framework for deploying autonomous AI agents that can research, plan, and execute tasks, supporting over 100 LLMs and including built-in memory and RAG. | Agency is a Go-idiomatic library aimed at developers looking to work with Large Language Models and generative AI techniques. | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | AI Agents | AI Agents, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [PraisonAI](/tools/mervinpraison-praisonai.md) | [agency](/tools/neurocult-agency.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Dormant (18%) | | Days since push | 0d | 619d | | Open issues (now) | 75 | 4 | | Stars delta | +529 (30d) | +2 (30d) | | Open issues delta | +25 (30d) | 0 (30d) | | Owner type | User | Organization | | Full report | [trust report](/tools/mervinpraison-praisonai/trust.md) | [trust report](/tools/neurocult-agency/trust.md) | ## Decision facts: PraisonAI - **Adopt for:** PraisonAI is a framework for deploying autonomous AI agents that can research, plan, and execute tasks, supporting over 100 LLMs and including built-in memory and RAG. ## Decision facts: agency - **Pricing:** freemium - Agency is available under MIT license and is free for use, modification, and distribution. Additional services or integrations might involve costs not outlined within the repository. - **Adopt for:** Agency is a Go-idiomatic library aimed at developers looking to work with Large Language Models and generative AI techniques. ## Choose when ### Choose PraisonAI if… - PraisonAI is primarily Python; agency is Go. - Tags unique to PraisonAI: ai, ai-agent-framework, ai-agents, framework. - When you need a framework that supports over 100 LLMs and includes built-in memory and RAG for deploying autonomous AI agents. ### Choose agency if… - agency is primarily Go; PraisonAI is Python. - Pricing: Agency is available under MIT license and is free for use, modification, and distribution. Additional services or integrations might involve costs not outlined within the repository.. - Tags unique to agency: generative-ai, go, language models, neural-networks. - Also covers LLM Frameworks. - If you're proficient in Go and want to implement LLMs within a familiar ecosystem, consider agency. ## When NOT to use PraisonAI - If your project requires a more lightweight solution, as PraisonAI includes built-in memory and RAG which might add unnecessary complexity. - When you need a tool that focuses solely on a specific type of AI agent, as PraisonAI is a general-purpose framework that supports a wide range of LLMs. ## When NOT to use agency - Avoid agency if your primary programming expertise lies outside of the Go ecosystem. - Not recommended if you require real-time performance characteristics that surpass what typical LLM exploration libraries can provide. ## Common questions ### What is the difference between PraisonAI and agency? PraisonAI: Hire a 24/7 AI Workforce. agency: Library for exploring Large Language Models and generative AI in Go. See the comparison table for live GitHub stats and shared categories. ### When should I choose PraisonAI over agency? Choose PraisonAI over agency when PraisonAI is primarily Python; agency is Go; Tags unique to PraisonAI: ai, ai-agent-framework, ai-agents, framework; When you need a framework that supports over 100 LLMs and includes built-in memory and RAG for deploying autonomous AI agents. ### When should I choose agency over PraisonAI? Choose agency over PraisonAI when agency is primarily Go; PraisonAI is Python; Pricing: Agency is available under MIT license and is free for use, modification, and distribution. Additional services or integrations might involve costs not outlined within the repository.; Tags unique to agency: generative-ai, go, language models, neural-networks; Also covers LLM Frameworks; If you're proficient in Go and want to implement LLMs within a familiar ecosystem, consider agency. ### When should I avoid PraisonAI? If your project requires a more lightweight solution, as PraisonAI includes built-in memory and RAG which might add unnecessary complexity. When you need a tool that focuses solely on a specific type of AI agent, as PraisonAI is a general-purpose framework that supports a wide range of LLMs. ### When should I avoid agency? Avoid agency if your primary programming expertise lies outside of the Go ecosystem. Not recommended if you require real-time performance characteristics that surpass what typical LLM exploration libraries can provide. ### Is PraisonAI or agency more popular on GitHub? PraisonAI has more GitHub stars (9,069 vs 514). Stars measure visibility, not whether either tool fits your constraints. ### Are PraisonAI and agency open source? Yes - both are open-source projects on GitHub (PraisonAI: MIT, agency: MIT). ### Where can I find alternatives to PraisonAI or agency? GraphCanon lists graph-backed alternatives at [PraisonAI alternatives](/tools/mervinpraison-praisonai/alternatives) and [agency alternatives](/tools/neurocult-agency/alternatives) ([PraisonAI markdown twin](/tools/mervinpraison-praisonai/alternatives.md), [agency markdown twin](/tools/neurocult-agency/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/mervinpraison-praisonai-vs-neurocult-agency.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, PraisonAI or agency? PraisonAI: Very active. agency: Dormant. 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 PraisonAI and agency? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [PraisonAI trust report](/tools/mervinpraison-praisonai/trust); [agency trust report](/tools/neurocult-agency/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=mervinpraison-praisonai`](/api/graphcanon/graph?tool=mervinpraison-praisonai) - 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/_