Comparison
composio vs onWatch
Verdict
Pick composio if composio is a toolkit for developing AI agents with pre-authenticated toolkits, context management, and a sandboxed workbench, supporting TypeScript and Python; 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,.
Markdown twin · composio alternatives · onWatch alternatives
GraphCanon updated Sep 20, 2026
8views this month
vs
Trust & integrity
| Signal | composio | onWatch |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 | Very active (6d since push) As of Sep 18, 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 18, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Sep 18, 2026 · osv@v1 | Published findings As of Sep 18, 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
- composio
- Build AI agents that turn intent into action with pre-authenticated toolkits and a sandboxed workbench.
- onWatch
- Real-time tracking of AI API quotas for multiple providers
Stars
- composio
- 30k
- onWatch
- 743
Forks
- composio
- 4.8k
- onWatch
- 62
Open issues
- composio
- 86
- onWatch
- 9
Language
- composio
- TypeScript
- onWatch
- Go
Adopt for
- composio
- Composio is a toolkit for developing AI agents with pre-authenticated toolkits, context management, and a sandboxed workbench, supporting TypeScript and Python.
- 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,
Persona
- composio
- -
- onWatch
- -
Runtime
- composio
- -
- onWatch
- -
License
- composio
- MIT
- onWatch
- GPL-3.0
Last pushed
- composio
- Sep 18, 2026
- onWatch
- Sep 11, 2026
Categories
- composio
- AI Agents, Developer Tools
- onWatch
- Developer Tools
Trust and health
Days since push
- composio
- 0d
- onWatch
- 6d
Open issues (now)
- composio
- 86
- onWatch
- 9
Stars delta
- composio
- +513 (30d)
- onWatch
- +54 (30d)
Open issues delta
- composio
- +21 (30d)
- onWatch
- +1 (30d)
OSV dependency advisories
- composio
- No lockfile (source not queried)
- onWatch
- Published findings
Full report
- composio
- Trust report
- onWatch
- Trust report
Choose composio if…
- composio is primarily TypeScript; onWatch is Go.
- License: composio is MIT, onWatch is GPL-3.0.
- Tags unique to composio: agentic-ai, ai-agents, function-calling, llmops.
- Also covers AI Agents.
- When you need a toolkit that supports TypeScript and Python for developing AI agents.
When NOT to use composio
- If you are working exclusively with languages other than TypeScript or Python.
- If you do not require pre-authenticated toolkits and prefer manual setup.
- If you need a more specialized workbench that is not sandboxed.
- If you are looking for a solution that does not integrate with specific providers like OpenAI Agents or Claude Agent SDK.
Choose onWatch if…
- onWatch is primarily Go; composio is TypeScript.
- License: onWatch is GPL-3.0, composio is MIT.
- Tags unique to onWatch: ai-api-monitoring, antigravity, api-monitoring, claude-code.
- onWatch ships Docker support for self-hosted deployment.
- 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (ComposioHQ/composio) · observed Sep 20, 2026
- GitHub forks (ComposioHQ/composio) · observed Sep 20, 2026
- Last push (ComposioHQ/composio) · observed Sep 18, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- 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 on cards: composio 30k · onWatch 743 (synced Sep 20, 2026).
Common questions
- What is the difference between composio and onWatch?
- composio: Build AI agents that turn intent into action with pre-authenticated toolkits and a sandboxed workbench.. onWatch: Real-time tracking of AI API quotas for multiple providers. See the comparison table for live GitHub stats and shared categories.
- When should I choose composio over onWatch?
- Choose composio over onWatch when composio is primarily TypeScript; onWatch is Go; License: composio is MIT, onWatch is GPL-3.0; Tags unique to composio: agentic-ai, ai-agents, function-calling, llmops; Also covers AI Agents; When you need a toolkit that supports TypeScript and Python for developing AI agents.
- When should I choose onWatch over composio?
- Choose onWatch over composio when onWatch is primarily Go; composio is TypeScript; License: onWatch is GPL-3.0, composio is MIT; Tags unique to onWatch: ai-api-monitoring, antigravity, api-monitoring, claude-code; onWatch ships Docker support for self-hosted deployment; 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 avoid composio?
- If you are working exclusively with languages other than TypeScript or Python. If you do not require pre-authenticated toolkits and prefer manual setup. If you need a more specialized workbench that is not sandboxed. If you are looking for a solution that does not integrate with specific providers like OpenAI Agents or Claude Agent SDK.
- 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.
- Is composio or onWatch more popular on GitHub?
- composio has more GitHub stars (30,228 vs 743). Stars measure visibility, not whether either tool fits your constraints.
- Are composio and onWatch open source?
- Yes - both are open-source projects on GitHub (composio: MIT, onWatch: GPL-3.0).
- Where can I find alternatives to composio or onWatch?
- GraphCanon lists graph-backed alternatives at composio alternatives and onWatch alternatives (composio markdown twin, onWatch 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, composio or onWatch?
- composio: Very active. onWatch: 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 composio and onWatch?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: composio trust report; onWatch trust report.