Comparison
future-agi vs agent-framework
Verdict
Pick future-agi if future-AGI is an open-source toolkit for evaluating and improving LLMs and AI agents. It includes features like tracing, evaluations, simulations, datasets, gateway operations, and guardrails; 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.
Markdown twin · future-agi alternatives · agent-framework alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | future-agi | agent-framework |
|---|---|---|
| Maintenance | Very active (1d since push) As of 3w · github_public_v1 | Very active (0d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3w · 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 | No lockfile (source not queried) 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
- future-agi
- End-to-end platform for evaluating, observing, and improving LLM and AI agent applications
- agent-framework
- Framework for building and deploying AI agents and multi-agent workflows
Stars
- future-agi
- 1.6k
- agent-framework
- 13k
Forks
- future-agi
- 449
- agent-framework
- 2.1k
Open issues
- future-agi
- 596
- agent-framework
- 685
Language
- future-agi
- Python
- agent-framework
- Python
Adopt for
- future-agi
- Future-AGI is an open-source toolkit for evaluating and improving LLMs and AI agents. It includes features like tracing, evaluations, simulations, datasets, gateway operations, and guardrails.
- agent-framework
- The agent-framework provides tools for developers to build and deploy AI agents and multi-agent workflows in Python and .NET environments.
Persona
- future-agi
- -
- agent-framework
- -
Runtime
- future-agi
- -
- agent-framework
- -
License
- future-agi
- Apache-2.0
- agent-framework
- MIT
Last pushed
- future-agi
- Aug 1, 2026
- agent-framework
- Aug 10, 2026
Categories
- future-agi
- AI Agents, Evaluation & Observability
- agent-framework
- AI Agents, Developer Tools
Trust and health
Days since push
- future-agi
- 1d
- agent-framework
- 0d
Open issues (now)
- future-agi
- 596
- agent-framework
- 685
Full report
- future-agi
- Trust report
- agent-framework
- Trust report
Choose future-agi if…
- License: future-agi is Apache-2.0, agent-framework is MIT.
- Pricing: Future-AGI is open-source under the Apache 2.0 license, allowing for free use but with potential paid services through deployment and support channels..
- Requirements: Min 4 GB RAM; Requires Docker.
- Tags unique to future-agi: ai-gateway, docker-compose, evals, llm.
- Also covers Evaluation & Observability.
- future-agi ships Docker support for self-hosted deployment.
- - Use Future-AGI when you require an end-to-end evaluation platform that supports self-hosting through Docker Compose or VM-based services on public clouds.
When NOT to use future-agi
- - Avoid using Future-AGI if you require Kubernetes or Helm support as of the current state; though these are planned for future release, they are not yet available.
- - If your deployment strategy relies on a managed service like AWS Marketplace, consider other options since it is currently 'Coming Soon'.
Choose agent-framework if…
- License: agent-framework is MIT, future-agi is Apache-2.0.
- 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 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (future-agi/future-agi) · observed Aug 2, 2026
- GitHub forks (future-agi/future-agi) · observed Aug 2, 2026
- Last push (future-agi/future-agi) · observed Aug 1, 2026
- License file (Apache-2.0) · observed Aug 2, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- 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 on cards: future-agi 1.6k · agent-framework 13k (synced Aug 2, 2026).
Common questions
- What is the difference between future-agi and agent-framework?
- future-agi: End-to-end platform for evaluating, observing, and improving LLM and AI agent applications. agent-framework: Framework for building and deploying AI agents and multi-agent workflows. See the comparison table for live GitHub stats and shared categories.
- When should I choose future-agi over agent-framework?
- Choose future-agi over agent-framework when License: future-agi is Apache-2.0, agent-framework is MIT; Pricing: Future-AGI is open-source under the Apache 2.0 license, allowing for free use but with potential paid services through deployment and support channels.; Requirements: Min 4 GB RAM; Requires Docker; Tags unique to future-agi: ai-gateway, docker-compose, evals, llm; Also covers Evaluation & Observability; future-agi ships Docker support for self-hosted deployment; - Use Future-AGI when you require an end-to-end evaluation platform that supports self-hosting through Docker Compose or VM-based services on public clouds.
- When should I choose agent-framework over future-agi?
- Choose agent-framework over future-agi when License: agent-framework is MIT, future-agi is Apache-2.0; 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 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 avoid future-agi?
- - Avoid using Future-AGI if you require Kubernetes or Helm support as of the current state; though these are planned for future release, they are not yet available. - If your deployment strategy relies on a managed service like AWS Marketplace, consider other options since it is currently 'Coming Soon'.
- 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.
- Is future-agi or agent-framework more popular on GitHub?
- agent-framework has more GitHub stars (12,718 vs 1,559). Stars measure visibility, not whether either tool fits your constraints.
- Are future-agi and agent-framework open source?
- Yes - both are open-source projects on GitHub (future-agi: Apache-2.0, agent-framework: MIT).
- Where can I find alternatives to future-agi or agent-framework?
- GraphCanon lists graph-backed alternatives at future-agi alternatives and agent-framework alternatives (future-agi markdown twin, agent-framework 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, future-agi or agent-framework?
- future-agi: Very active. agent-framework: 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 future-agi and agent-framework?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: future-agi trust report; agent-framework trust report.