--- title: "headlamp vs anything-llm" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/kubernetes-sigs-headlamp-vs-mintplex-labs-anything-llm" tools: ["kubernetes-sigs-headlamp", "mintplex-labs-anything-llm"] --- # headlamp vs anything-llm *GraphCanon updated Jul 15, 2026* ## Verdict Pick headlamp when headlamp is primarily TypeScript; anything-llm is JavaScript; pick anything-llm when anything-llm is primarily JavaScript; headlamp is TypeScript. [headlamp](https://headlamp.dev) reports 6.9k GitHub stars, 931 forks, and 791 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 [headlamp's repository](https://github.com/kubernetes-sigs/headlamp) and [anything-llm's repository](https://github.com/Mintplex-Labs/anything-llm). | | [headlamp](/tools/kubernetes-sigs-headlamp.md) | [anything-llm](/tools/mintplex-labs-anything-llm.md) | | --- | --- | --- | | Tagline | A Kubernetes web UI that is fully-featured, user-friendly and extensible | Self-hosted agent experience with deployment scripts for multiple environments | | Stars | 6,871 | 63,345 | | Forks | 931 | 6,931 | | Open issues | 791 | 317 | | Language | TypeScript | JavaScript | | Adopt for | - | Self-hosted AI agent experience with robust deployment scripts across multiple environments. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | MIT | | Categories | AI Agents, Evaluation & Observability | AI Agents, Inference & Serving | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [headlamp](/tools/kubernetes-sigs-headlamp.md) | [anything-llm](/tools/mintplex-labs-anything-llm.md) | | --- | --- | --- | | Open issues (now) | 791 | 317 | | Full report | [trust report](/tools/kubernetes-sigs-headlamp/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 headlamp if… - headlamp is primarily TypeScript; anything-llm is JavaScript. - License: headlamp is Apache-2.0, anything-llm is MIT. - Tags unique to headlamp: cloud-native, dashboard, debugging, devops. - Also covers Evaluation & Observability. - headlamp ships Docker support for self-hosted deployment. ### Choose anything-llm if… - anything-llm is primarily JavaScript; headlamp is TypeScript. - License: anything-llm is MIT, headlamp is Apache-2.0. - Tags unique to anything-llm: agent-computer, agent-harness, agentic-ai, llm. - Also covers Inference & Serving. - When you need flexibility in deploying your AI agents on various cloud platforms like AWS, GCP, Digital Ocean, and more. ## When NOT to use headlamp - AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. - Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers. ## 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 headlamp and anything-llm? headlamp: A Kubernetes web UI that is fully-featured, user-friendly and extensible. 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 headlamp over anything-llm? Choose headlamp over anything-llm when headlamp is primarily TypeScript; anything-llm is JavaScript; License: headlamp is Apache-2.0, anything-llm is MIT; Tags unique to headlamp: cloud-native, dashboard, debugging, devops; Also covers Evaluation & Observability; headlamp ships Docker support for self-hosted deployment. ### When should I choose anything-llm over headlamp? Choose anything-llm over headlamp when anything-llm is primarily JavaScript; headlamp is TypeScript; License: anything-llm is MIT, headlamp is Apache-2.0; Tags unique to anything-llm: agent-computer, agent-harness, agentic-ai, llm; Also covers Inference & Serving; When you need flexibility in deploying your AI agents on various cloud platforms like AWS, GCP, Digital Ocean, and more. ### When should I avoid headlamp? AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers. ### 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 headlamp or anything-llm more popular on GitHub? anything-llm has more GitHub stars (63,345 vs 6,871). Stars measure visibility, not whether either tool fits your constraints. ### Are headlamp and anything-llm open source? Yes - both are open-source projects on GitHub (headlamp: Apache-2.0, anything-llm: MIT). ### Where can I find alternatives to headlamp or anything-llm? GraphCanon lists graph-backed alternatives at [headlamp alternatives](/tools/kubernetes-sigs-headlamp/alternatives) and [anything-llm alternatives](/tools/mintplex-labs-anything-llm/alternatives) ([headlamp markdown twin](/tools/kubernetes-sigs-headlamp/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/kubernetes-sigs-headlamp-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, headlamp or anything-llm? headlamp: 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 headlamp and anything-llm? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [headlamp trust report](/tools/kubernetes-sigs-headlamp/trust); [anything-llm trust report](/tools/mintplex-labs-anything-llm/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=kubernetes-sigs-headlamp`](/api/graphcanon/graph?tool=kubernetes-sigs-headlamp) - 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/_