Comparison
onWatch vs AgentGPT
Verdict
Pick onWatch if onWatch is a lightweight daemon that monitors API quotas for multiple AI services, using SQLite for storage and offering a Material Design 3 dashboard. It supports Synthetic, Z.ai, Anthropic (Claude Code), Codex, GitHub,; pick AgentGPT if agentGPT is a TypeScript-based tool that supports users in assembling and deploying autonomous AI agents with a streamlined setup via a.
Markdown twin · onWatch alternatives · AgentGPT alternatives
GraphCanon updated Sep 20, 2026
7views this month
Trust & integrity
| Signal | onWatch | AgentGPT |
|---|---|---|
| Maintenance | Very active (6d since push) As of Sep 18, 2026 · github_public_v1 | Archived (497d since push) As of Sep 8, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 8, 2026 · github_public_v1 |
| OSV dependency advisories | Published findings As of Sep 18, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · 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
- onWatch
- Real-time tracking of AI API quotas for multiple providers
- AgentGPT
- Assembler for autonomous AI Agents
Stars
- onWatch
- 743
- AgentGPT
- 36k
Forks
- onWatch
- 62
- AgentGPT
- 9.3k
Open issues
- onWatch
- 9
- AgentGPT
- 219
Language
- onWatch
- Go
- AgentGPT
- TypeScript
Adopt for
- onWatch
- onWatch is a lightweight daemon that monitors API quotas for multiple AI services, using SQLite for storage and offering a Material Design 3 dashboard. It supports Synthetic, Z.ai, Anthropic (Claude Code), Codex, GitHub,
- AgentGPT
- AgentGPT is a TypeScript-based tool that supports users in assembling and deploying autonomous AI agents with a streamlined setup via a CLI, suitable for those who prefer browser-based interactions with their AI projects
Persona
- onWatch
- -
- AgentGPT
- -
Runtime
- onWatch
- -
- AgentGPT
- -
License
- onWatch
- GPL-3.0
- AgentGPT
- GPL-3.0
Last pushed
- onWatch
- Sep 11, 2026
- AgentGPT
- Apr 29, 2025
Categories
- onWatch
- Developer Tools
- AgentGPT
- AI Agents, Developer Tools
Trust and health
Maintenance
- onWatch
- Very active (96%)
- AgentGPT
- Archived (8%)
Days since push
- onWatch
- 6d
- AgentGPT
- 497d
Archived on GitHub
- onWatch
- No
- AgentGPT
- Yes
Open issues (now)
- onWatch
- 9
- AgentGPT
- 219
Stars delta
- onWatch
- +54 (30d)
- AgentGPT
- -7 (30d)
Open issues delta
- onWatch
- +1 (30d)
- AgentGPT
- 0 (30d)
OSV dependency advisories
- onWatch
- Published findings
- AgentGPT
- No lockfile (source not queried)
Full report
- onWatch
- Trust report
- AgentGPT
- Trust report
Choose onWatch if…
- onWatch is primarily Go; AgentGPT is TypeScript.
- Tags unique to onWatch: ai-api-monitoring, antigravity, api-monitoring, claude-code.
- Use onWatch if you need real-time tracking of API quotas for multiple AI services, including Synthetic, Z.ai, Anthropic (Claude Code), Codex, GitHub Copilot, and Antigravity.
When NOT to use onWatch
- Avoid onWatch if you need a tool that supports more than the listed AI services, as it is specifically tailored for a set of providers.
- Do not use onWatch if you require a solution that is not based on Go or if you need a tool that does not use SQLite for storage.
- If you need a tool that collects telemetry data for analytics or troubleshooting, onWatch is not the right choice.
- Avoid onWatch if you are looking for a solution that does not have a Material Design 3 dashboard.
Choose AgentGPT if…
- AgentGPT is primarily TypeScript; onWatch is Go.
- Tags unique to AgentGPT: agent, autonomous, backend-development, cli-setup.
- Also covers AI Agents.
- When you want to leverage pre-configured setups for database integration (specifically MySQL) handled by AgentGPT's CLI
When NOT to use AgentGPT
- Avoid using if your project requires a NoSQL database solution, given that AgentGPT is configured specifically with MySQL out-of-the-box
- Consider alternatives if your stack does not include FastAPI or Next.js, as the tool's default configurations might require significant adjustment
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (onllm-dev/onWatch) · observed Sep 20, 2026
- GitHub forks (onllm-dev/onWatch) · observed Sep 20, 2026
- Last push (onllm-dev/onWatch) · observed Sep 11, 2026
- License file (GPL-3.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (reworkd/AgentGPT) · observed Sep 20, 2026
- GitHub forks (reworkd/AgentGPT) · observed Sep 20, 2026
- Last push (reworkd/AgentGPT) · observed Apr 29, 2025
- License file (GPL-3.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: onWatch 743 · AgentGPT 36k (synced Sep 20, 2026).
Common questions
- What is the difference between onWatch and AgentGPT?
- onWatch: Real-time tracking of AI API quotas for multiple providers. AgentGPT: Assembler for autonomous AI Agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose onWatch over AgentGPT?
- Choose onWatch over AgentGPT when onWatch is primarily Go; AgentGPT is TypeScript; Tags unique to onWatch: ai-api-monitoring, antigravity, api-monitoring, claude-code; Use onWatch if you need real-time tracking of API quotas for multiple AI services, including Synthetic, Z.ai, Anthropic (Claude Code), Codex, GitHub Copilot, and Antigravity.
- When should I choose AgentGPT over onWatch?
- Choose AgentGPT over onWatch when AgentGPT is primarily TypeScript; onWatch is Go; Tags unique to AgentGPT: agent, autonomous, backend-development, cli-setup; Also covers AI Agents; When you want to leverage pre-configured setups for database integration (specifically MySQL) handled by AgentGPT's CLI.
- When should I avoid onWatch?
- Avoid onWatch if you need a tool that supports more than the listed AI services, as it is specifically tailored for a set of providers. Do not use onWatch if you require a solution that is not based on Go or if you need a tool that does not use SQLite for storage. If you need a tool that collects telemetry data for analytics or troubleshooting, onWatch is not the right choice. Avoid onWatch if you are looking for a solution that does not have a Material Design 3 dashboard.
- When should I avoid AgentGPT?
- Avoid using if your project requires a NoSQL database solution, given that AgentGPT is configured specifically with MySQL out-of-the-box Consider alternatives if your stack does not include FastAPI or Next.js, as the tool's default configurations might require significant adjustment
- Is onWatch or AgentGPT more popular on GitHub?
- AgentGPT has more GitHub stars (36,297 vs 743). Stars measure visibility, not whether either tool fits your constraints.
- Are onWatch and AgentGPT open source?
- Yes - both are open-source projects on GitHub (onWatch: GPL-3.0, AgentGPT: GPL-3.0).
- Where can I find alternatives to onWatch or AgentGPT?
- GraphCanon lists graph-backed alternatives at onWatch alternatives and AgentGPT alternatives (onWatch markdown twin, AgentGPT 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, onWatch or AgentGPT?
- onWatch: Very active. AgentGPT: Archived. 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 onWatch and AgentGPT?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: onWatch trust report; AgentGPT trust report.