--- title: "headlamp vs Agent-Reach" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/kubernetes-sigs-headlamp-vs-panniantong-agent-reach" tools: ["kubernetes-sigs-headlamp", "panniantong-agent-reach"] --- # headlamp vs Agent-Reach *GraphCanon updated Jul 15, 2026* ## Verdict Pick headlamp when headlamp is primarily TypeScript; Agent-Reach is Python; pick Agent-Reach when agent-Reach is primarily Python; headlamp is TypeScript. [headlamp](https://headlamp.dev) reports 6.9k GitHub stars, 931 forks, and 791 open issues, last pushed Jul 14, 2026. [Agent-Reach](https://github.com/Panniantong/Agent-Reach) has 55k stars, 4.5k forks, and 144 open issues, last pushed Jul 10, 2026. Figures are from public GitHub metadata via [headlamp's repository](https://github.com/kubernetes-sigs/headlamp) and [Agent-Reach's repository](https://github.com/Panniantong/Agent-Reach). | | [headlamp](/tools/kubernetes-sigs-headlamp.md) | [Agent-Reach](/tools/panniantong-agent-reach.md) | | --- | --- | --- | | Tagline | A Kubernetes web UI that is fully-featured, user-friendly and extensible | AI Agent for Automated Web and Social Media Data Extraction | | Stars | 6,871 | 54,715 | | Forks | 931 | 4,509 | | Open issues | 791 | 144 | | Language | TypeScript | Python | | Adopt for | - | Agent-Reach facilitates hands-off web and social media scraping via command line with no API costs for retrieving varied internet content. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | MIT | | Categories | AI Agents, Evaluation & Observability | AI Agents, Data & Retrieval | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [headlamp](/tools/kubernetes-sigs-headlamp.md) | [Agent-Reach](/tools/panniantong-agent-reach.md) | | --- | --- | --- | | Open issues (now) | 791 | 144 | | Owner type | Organization | User | | Full report | [trust report](/tools/kubernetes-sigs-headlamp/trust.md) | [trust report](/tools/panniantong-agent-reach/trust.md) | ## Decision facts: Agent-Reach - **Adopt for:** Agent-Reach facilitates hands-off web and social media scraping via command line with no API costs for retrieving varied internet content. ## Choose when ### Choose headlamp if… - headlamp is primarily TypeScript; Agent-Reach is Python. - License: headlamp is Apache-2.0, Agent-Reach is MIT. - Tags unique to headlamp: cloud-native, dashboard, debugging, devops. - Also covers Evaluation & Observability. - headlamp ships Docker support for self-hosted deployment. ### Choose Agent-Reach if… - Agent-Reach is primarily Python; headlamp is TypeScript. - License: Agent-Reach is MIT, headlamp is Apache-2.0. - Tags unique to Agent-Reach: agent-infrastructure, ai-agent, ai-search, automation. - Also covers Data & Retrieval. - When needing to bypass costly API fees for extensive social media platform data extraction ## 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 Agent-Reach - If strict compliance with website scraping policies is critical due to its use of scraping techniques - When direct interaction through APIs for precision and reliability is preferred over scraping ## Common questions ### What is the difference between headlamp and Agent-Reach? headlamp: A Kubernetes web UI that is fully-featured, user-friendly and extensible. Agent-Reach: AI Agent for Automated Web and Social Media Data Extraction. See the comparison table for live GitHub stats and shared categories. ### When should I choose headlamp over Agent-Reach? Choose headlamp over Agent-Reach when headlamp is primarily TypeScript; Agent-Reach is Python; License: headlamp is Apache-2.0, Agent-Reach 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 Agent-Reach over headlamp? Choose Agent-Reach over headlamp when Agent-Reach is primarily Python; headlamp is TypeScript; License: Agent-Reach is MIT, headlamp is Apache-2.0; Tags unique to Agent-Reach: agent-infrastructure, ai-agent, ai-search, automation; Also covers Data & Retrieval; When needing to bypass costly API fees for extensive social media platform data extraction. ### 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 Agent-Reach? If strict compliance with website scraping policies is critical due to its use of scraping techniques When direct interaction through APIs for precision and reliability is preferred over scraping ### Is headlamp or Agent-Reach more popular on GitHub? Agent-Reach has more GitHub stars (54,715 vs 6,871). Stars measure visibility, not whether either tool fits your constraints. ### Are headlamp and Agent-Reach open source? Yes - both are open-source projects on GitHub (headlamp: Apache-2.0, Agent-Reach: MIT). ### Where can I find alternatives to headlamp or Agent-Reach? GraphCanon lists graph-backed alternatives at [headlamp alternatives](/tools/kubernetes-sigs-headlamp/alternatives) and [Agent-Reach alternatives](/tools/panniantong-agent-reach/alternatives) ([headlamp markdown twin](/tools/kubernetes-sigs-headlamp/alternatives.md), [Agent-Reach markdown twin](/tools/panniantong-agent-reach/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-panniantong-agent-reach.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, headlamp or Agent-Reach? headlamp: Very active. Agent-Reach: 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 Agent-Reach? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [headlamp trust report](/tools/kubernetes-sigs-headlamp/trust); [Agent-Reach trust report](/tools/panniantong-agent-reach/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/_