Comparison
agent-framework vs onWatch
Verdict
Pick agent-framework if the agent-framework provides tools for developers to build and deploy AI agents and multi-agent workflows in Python and .NET environments; pick onWatch if onWatch monitors AI API quotas in real time for multiple services including Synthetic, Z.ai, Anthropic (Claude Code), Codex, GitHub Copilot & Antigravity. It is a lightweight daemon with zero telemetry.
Markdown twin · agent-framework alternatives · onWatch alternatives
GraphCanon updated 1w
vs
Trust & integrity
| Signal | agent-framework | onWatch |
|---|---|---|
| Maintenance | Very active (0d since push) As of 1w · github_public_v1 | Very active (1d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1w · github_public_v1 | Not a fork · Organization account As of 2w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | Published findings As of 1mo · 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
- agent-framework
- Framework for building and deploying AI agents and multi-agent workflows
- onWatch
- Track AI API quotas in real time
Stars
- agent-framework
- 13k
- onWatch
- 689
Forks
- agent-framework
- 2.1k
- onWatch
- 53
Open issues
- agent-framework
- 685
- onWatch
- 8
Language
- agent-framework
- Python
- onWatch
- Go
Adopt for
- agent-framework
- The agent-framework provides tools for developers to build and deploy AI agents and multi-agent workflows in Python and .NET environments.
- onWatch
- onWatch monitors AI API quotas in real time for multiple services including Synthetic, Z.ai, Anthropic (Claude Code), Codex, GitHub Copilot & Antigravity. It is a lightweight daemon with zero telemetry.
Persona
- agent-framework
- -
- onWatch
- -
Runtime
- agent-framework
- -
- onWatch
- -
License
- agent-framework
- MIT
- onWatch
- GPL-3.0
Last pushed
- agent-framework
- Aug 10, 2026
- onWatch
- Jul 31, 2026
Categories
- agent-framework
- AI Agents, Developer Tools
- onWatch
- Developer Tools
Trust and health
Days since push
- agent-framework
- 0d
- onWatch
- 1d
Open issues (now)
- agent-framework
- 685
- onWatch
- 8
OSV dependency advisories
- agent-framework
- No lockfile (source not queried)
- onWatch
- Published findings
Full report
- agent-framework
- Trust report
- onWatch
- Trust report
Choose agent-framework if…
- agent-framework is primarily Python; onWatch is Go.
- License: agent-framework is MIT, onWatch is GPL-3.0.
- Requirements: Python version 3.6 or newer is required for Python installations.; The .NET Core SDK must be installed for utilizing the .NET packages..
- Tags unique to agent-framework: agent-framework, agentic-ai, agents, multi-agent.
- Also covers AI Agents.
- Choose agent-framework if your project requires support for both Python and .NET, allowing you to develop across different ecosystems.
When NOT to use agent-framework
- Avoid using the agent-framework if your team does not have proficiency in either Python or.NET, as this may cause difficulties in leveraging its features effectively.
- Do not opt for agent-framework if you only need lightweight support for AI agents without a comprehensive orchestration and deployment framework.
Choose onWatch if…
- onWatch is primarily Go; agent-framework is Python.
- License: onWatch is GPL-3.0, agent-framework 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 to track quota across a broad range of AI APIs, especially those it directly supports like Anthropic Claude Code and GitHub Copilot.
When NOT to use onWatch
- Avoid onWatch if your API providers are not supported or if you require a more extensive set of features beyond quota tracking.
- If file permissions and bind mounts for SQLite storage pose operational challenges, consider alternatives with simpler setup processes.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (microsoft/agent-framework) · observed Aug 11, 2026
- GitHub forks (microsoft/agent-framework) · observed Aug 11, 2026
- Last push (microsoft/agent-framework) · observed Aug 10, 2026
- License file (MIT) · observed Aug 11, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (onllm-dev/onWatch) · observed Aug 2, 2026
- GitHub forks (onllm-dev/onWatch) · observed Aug 2, 2026
- Last push (onllm-dev/onWatch) · observed Jul 31, 2026
- License file (GPL-3.0) · observed Aug 2, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agent-framework 13k · onWatch 689 (synced Aug 11, 2026).
Common questions
- What is the difference between agent-framework and onWatch?
- agent-framework: Framework for building and deploying AI agents and multi-agent workflows. onWatch: Track AI API quotas in real time. See the comparison table for live GitHub stats and shared categories.
- When should I choose agent-framework over onWatch?
- Choose agent-framework over onWatch when agent-framework is primarily Python; onWatch is Go; License: agent-framework is MIT, onWatch is GPL-3.0; Requirements: Python version 3.6 or newer is required for Python installations.; The .NET Core SDK must be installed for utilizing the .NET packages.; Tags unique to agent-framework: agent-framework, agentic-ai, agents, multi-agent; Also covers AI Agents; Choose agent-framework if your project requires support for both Python and .NET, allowing you to develop across different ecosystems.
- When should I choose onWatch over agent-framework?
- Choose onWatch over agent-framework when onWatch is primarily Go; agent-framework is Python; License: onWatch is GPL-3.0, agent-framework 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 to track quota across a broad range of AI APIs, especially those it directly supports like Anthropic Claude Code and GitHub Copilot.
- When should I avoid agent-framework?
- Avoid using the agent-framework if your team does not have proficiency in either Python or.NET, as this may cause difficulties in leveraging its features effectively. Do not opt for agent-framework if you only need lightweight support for AI agents without a comprehensive orchestration and deployment framework.
- When should I avoid onWatch?
- Avoid onWatch if your API providers are not supported or if you require a more extensive set of features beyond quota tracking. If file permissions and bind mounts for SQLite storage pose operational challenges, consider alternatives with simpler setup processes.
- Is agent-framework or onWatch more popular on GitHub?
- agent-framework has more GitHub stars (12,718 vs 689). Stars measure visibility, not whether either tool fits your constraints.
- Are agent-framework and onWatch open source?
- Yes - both are open-source projects on GitHub (agent-framework: MIT, onWatch: GPL-3.0).
- Where can I find alternatives to agent-framework or onWatch?
- GraphCanon lists graph-backed alternatives at agent-framework alternatives and onWatch alternatives (agent-framework 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, agent-framework or onWatch?
- agent-framework: 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 agent-framework and onWatch?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agent-framework trust report; onWatch trust report.