Comparison
agent-framework vs agentcanvas
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 agentcanvas if agentcanvas is for developers and AI practitioners who require detailed visual representations of Pydantic AI agent workflows, including cost breakdowns, extracted from Logfire traces.
Markdown twin · agent-framework alternatives · agentcanvas alternatives
GraphCanon updated Sep 20, 2026
17views this month
vs
Trust & integrity
| Signal | agent-framework | agentcanvas |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 | Steady (40d since push) As of Sep 11, 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 11, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 15, 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
- agent-framework
- Framework for building and deploying AI agents and multi-agent workflows
- agentcanvas
- Visualize Pydantic AI agent workflows using Logfire traces
Stars
- agent-framework
- 14k
- agentcanvas
- 82
Forks
- agent-framework
- 2.3k
- agentcanvas
- 9
Open issues
- agent-framework
- 605
- agentcanvas
- 0
Language
- agent-framework
- Python
- agentcanvas
- Python
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.
- agentcanvas
- agentcanvas is for developers and AI practitioners who require detailed visual representations of Pydantic AI agent workflows, including cost breakdowns, extracted from Logfire traces.
Persona
- agent-framework
- -
- agentcanvas
- -
Runtime
- agent-framework
- -
- agentcanvas
- -
License
- agent-framework
- MIT
- agentcanvas
- MIT
Last pushed
- agent-framework
- Sep 18, 2026
- agentcanvas
- Aug 1, 2026
Categories
- agent-framework
- AI Agents, Developer Tools
- agentcanvas
- AI Agents, Evaluation & Observability
Trust and health
Maintenance
- agent-framework
- Very active (96%)
- agentcanvas
- Steady (60%)
Days since push
- agent-framework
- 0d
- agentcanvas
- 40d
Open issues (now)
- agent-framework
- 605
- agentcanvas
- 0
Stars delta
- agent-framework
- +855 (30d)
- agentcanvas
- +3 (30d)
Open issues delta
- agent-framework
- -80 (30d)
- agentcanvas
- 0 (30d)
Full report
- agent-framework
- Trust report
- agentcanvas
- Trust report
Shared compatibility
- Python · agent-framework: Python runtime · agentcanvas: Python runtime
Choose agent-framework if…
- 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, multi-agent, orchestration.
- Also covers Developer Tools.
- 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 agentcanvas if…
- Tags unique to agentcanvas: ai-agents, genai, llm, logfire.
- Also covers Evaluation & Observability.
- To generate interactive HTML diagrams that provide visibility into the tools, sub-agents, tokens, and costs involved in running a Pydantic AI agent.
When NOT to use agentcanvas
- If your AI agents are not built using Pydantic or do not utilize Logfire for tracing, as agentcanvas specifically works with these technologies.
- When the level of detail provided in the HTML diagrams is unnecessary or when you lack access to the required Logfire traces and associated tokens.
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 Sep 18, 2026
- GitHub forks (microsoft/agent-framework) · observed Sep 18, 2026
- Last push (microsoft/agent-framework) · observed Sep 18, 2026
- License file (MIT) · observed Sep 18, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (vstorm-co/agentcanvas) · observed Sep 20, 2026
- GitHub forks (vstorm-co/agentcanvas) · observed Sep 20, 2026
- Last push (vstorm-co/agentcanvas) · observed Aug 1, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: agent-framework 14k · agentcanvas 82 (synced Sep 18, 2026).
Common questions
- What is the difference between agent-framework and agentcanvas?
- agent-framework: Framework for building and deploying AI agents and multi-agent workflows. agentcanvas: Visualize Pydantic AI agent workflows using Logfire traces. See the comparison table for live GitHub stats and shared categories.
- When should I choose agent-framework over agentcanvas?
- Choose agent-framework over agentcanvas when 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, multi-agent, orchestration; Also covers Developer Tools; Choose agent-framework if your project requires support for both Python and .NET, allowing you to develop across different ecosystems.
- When should I choose agentcanvas over agent-framework?
- Choose agentcanvas over agent-framework when Tags unique to agentcanvas: ai-agents, genai, llm, logfire; Also covers Evaluation & Observability; To generate interactive HTML diagrams that provide visibility into the tools, sub-agents, tokens, and costs involved in running a Pydantic AI agent.
- 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 agentcanvas?
- If your AI agents are not built using Pydantic or do not utilize Logfire for tracing, as agentcanvas specifically works with these technologies. When the level of detail provided in the HTML diagrams is unnecessary or when you lack access to the required Logfire traces and associated tokens.
- Is agent-framework or agentcanvas more popular on GitHub?
- agent-framework has more GitHub stars (13,573 vs 82). Stars measure visibility, not whether either tool fits your constraints.
- Are agent-framework and agentcanvas open source?
- Yes - both are open-source projects on GitHub (agent-framework: MIT, agentcanvas: MIT).
- Where can I find alternatives to agent-framework or agentcanvas?
- GraphCanon lists graph-backed alternatives at agent-framework alternatives and agentcanvas alternatives (agent-framework markdown twin, agentcanvas 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 agentcanvas?
- agent-framework: Very active. agentcanvas: Steady. 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 agentcanvas?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agent-framework trust report; agentcanvas trust report.