--- title: "openfirma vs anything-llm" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/firma-ai-openfirma-vs-mintplex-labs-anything-llm" tools: ["firma-ai-openfirma", "mintplex-labs-anything-llm"] --- # openfirma vs anything-llm *GraphCanon updated Jul 15, 2026* ## Verdict Pick openfirma when openfirma is primarily Rust; anything-llm is JavaScript; pick anything-llm when anything-llm is primarily JavaScript; openfirma is Rust. [openfirma](https://firma-ai.github.io/openfirma/) reports 101 GitHub stars, 4 forks, and 8 open issues, last pushed Jul 14, 2026. [anything-llm](https://anythingllm.com) has 63k stars, 6.9k forks, and 317 open issues, last pushed Jul 15, 2026. Figures are from public GitHub metadata via [openfirma's repository](https://github.com/Firma-AI/openfirma) and [anything-llm's repository](https://github.com/Mintplex-Labs/anything-llm). | | [openfirma](/tools/firma-ai-openfirma.md) | [anything-llm](/tools/mintplex-labs-anything-llm.md) | | --- | --- | --- | | Tagline | Runtime enforcement boundary for AI agents: a local sidecar that gates every outbound call against Cedar policies you own. Deterministic, call-level, no model on the hot path | Self-hosted agent experience with deployment scripts for multiple environments | | Stars | 101 | 63,345 | | Forks | 4 | 6,931 | | Open issues | 8 | 317 | | Language | Rust | JavaScript | | Adopt for | - | Self-hosted AI agent experience with robust deployment scripts across multiple environments. | | Persona | - | - | | Runtime | - | - | | License | GPL-3.0 | MIT | | Categories | AI Agents, Inference & Serving | AI Agents, Inference & Serving | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [openfirma](/tools/firma-ai-openfirma.md) | [anything-llm](/tools/mintplex-labs-anything-llm.md) | | --- | --- | --- | | Open issues (now) | 8 | 317 | | Full report | [trust report](/tools/firma-ai-openfirma/trust.md) | [trust report](/tools/mintplex-labs-anything-llm/trust.md) | ## Decision facts: anything-llm - **Adopt for:** Self-hosted AI agent experience with robust deployment scripts across multiple environments. ## Choose when ### Choose openfirma if… - openfirma is primarily Rust; anything-llm is JavaScript. - License: openfirma is GPL-3.0, anything-llm is MIT. - Tags unique to openfirma: access-control, ai-agents, ai-governance, ai-safety. ### Choose anything-llm if… - anything-llm is primarily JavaScript; openfirma is Rust. - License: anything-llm is MIT, openfirma is GPL-3.0. - Tags unique to anything-llm: agent-computer, agent-harness, llm, local-ai. - When you need flexibility in deploying your AI agents on various cloud platforms like AWS, GCP, Digital Ocean, and more. ## When NOT to use openfirma - AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. - Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. ## When NOT to use anything-llm - Avoid if you require an agent without additional setup or prefer SaaS solutions over self-managed deployments. - Not suitable for users who are looking for no-code alternatives as setting up AnythingLLM might necessitate some coding knowledge despite offering multiple scripts and methods. ## Common questions ### What is the difference between openfirma and anything-llm? openfirma: Runtime enforcement boundary for AI agents: a local sidecar that gates every outbound call against Cedar policies you own. Deterministic, call-level, no model on the hot path. anything-llm: Self-hosted agent experience with deployment scripts for multiple environments. See the comparison table for live GitHub stats and shared categories. ### When should I choose openfirma over anything-llm? Choose openfirma over anything-llm when openfirma is primarily Rust; anything-llm is JavaScript; License: openfirma is GPL-3.0, anything-llm is MIT; Tags unique to openfirma: access-control, ai-agents, ai-governance, ai-safety. ### When should I choose anything-llm over openfirma? Choose anything-llm over openfirma when anything-llm is primarily JavaScript; openfirma is Rust; License: anything-llm is MIT, openfirma is GPL-3.0; Tags unique to anything-llm: agent-computer, agent-harness, llm, local-ai; When you need flexibility in deploying your AI agents on various cloud platforms like AWS, GCP, Digital Ocean, and more. ### When should I avoid openfirma? AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. ### When should I avoid anything-llm? Avoid if you require an agent without additional setup or prefer SaaS solutions over self-managed deployments. Not suitable for users who are looking for no-code alternatives as setting up AnythingLLM might necessitate some coding knowledge despite offering multiple scripts and methods. ### Is openfirma or anything-llm more popular on GitHub? anything-llm has more GitHub stars (63,345 vs 101). Stars measure visibility, not whether either tool fits your constraints. ### Are openfirma and anything-llm open source? Yes - both are open-source projects on GitHub (openfirma: GPL-3.0, anything-llm: MIT). ### Where can I find alternatives to openfirma or anything-llm? GraphCanon lists graph-backed alternatives at [openfirma alternatives](/tools/firma-ai-openfirma/alternatives) and [anything-llm alternatives](/tools/mintplex-labs-anything-llm/alternatives) ([openfirma markdown twin](/tools/firma-ai-openfirma/alternatives.md), [anything-llm markdown twin](/tools/mintplex-labs-anything-llm/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/firma-ai-openfirma-vs-mintplex-labs-anything-llm.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, openfirma or anything-llm? openfirma: Very active. anything-llm: Very active. 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 openfirma and anything-llm? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [openfirma trust report](/tools/firma-ai-openfirma/trust); [anything-llm trust report](/tools/mintplex-labs-anything-llm/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=firma-ai-openfirma`](/api/graphcanon/graph?tool=firma-ai-openfirma) - 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/_