Comparison
headlamp vs Agent-Reach
Verdict
Pick headlamp when headlamp is primarily TypeScript; Agent-Reach is Python; pick Agent-Reach when agent-Reach is primarily Python; headlamp is TypeScript.
Markdown twin · headlamp alternatives · Agent-Reach alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | headlamp | Agent-Reach |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Very active (0d since push) As of 4d · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Personal account As of 4d · github_public_v1 |
| OSV dependency advisories | No published findings from this source as of 2026-07-15 As of today · osv@v1 | No lockfile (source not queried) As of 4d · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- 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
Stars
- headlamp
- 6.9k
- Agent-Reach
- 55k
Forks
- headlamp
- 931
- Agent-Reach
- 4.5k
Open issues
- headlamp
- 791
- Agent-Reach
- 144
Language
- headlamp
- TypeScript
- Agent-Reach
- Python
Adopt for
- headlamp
- -
- Agent-Reach
- Agent-Reach facilitates hands-off web and social media scraping via command line with no API costs for retrieving varied internet content.
Persona
- headlamp
- -
- Agent-Reach
- -
Runtime
- headlamp
- -
- Agent-Reach
- -
License
- headlamp
- Apache-2.0
- Agent-Reach
- MIT
Last pushed
- headlamp
- Jul 14, 2026
- Agent-Reach
- Jul 10, 2026
Categories
- headlamp
- AI Agents, Evaluation & Observability
- Agent-Reach
- AI Agents, Data & Retrieval
Trust and health
Open issues (now)
- headlamp
- 791
- Agent-Reach
- 144
Owner type
- headlamp
- Organization
- Agent-Reach
- User
OSV dependency advisories
- headlamp
- No published findings from this source as of 2026-07-15
- Agent-Reach
- No lockfile (source not queried)
Full report
- headlamp
- Trust report
- Agent-Reach
- Trust report
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.
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.
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 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
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (kubernetes-sigs/headlamp) · observed Jul 15, 2026
- GitHub forks (kubernetes-sigs/headlamp) · observed Jul 15, 2026
- Last push (kubernetes-sigs/headlamp) · observed Jul 14, 2026
- License file (Apache-2.0) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (Panniantong/Agent-Reach) · observed Jul 11, 2026
- GitHub forks (Panniantong/Agent-Reach) · observed Jul 11, 2026
- Last push (Panniantong/Agent-Reach) · observed Jul 10, 2026
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: headlamp 6.9k · Agent-Reach 55k (synced Jul 15, 2026).
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 and Agent-Reach alternatives (headlamp markdown twin, Agent-Reach markdown twin), 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 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; Agent-Reach trust report.