Comparison
agent-framework vs MiroFish-Offline
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 MiroFish-Offline if miroFish-Offline is an offline simulation and prediction engine for multi-agent systems that uses Neo4j and Ollama framework locally.
Markdown twin · agent-framework alternatives · MiroFish-Offline alternatives
GraphCanon updated Sep 18, 2026
10views this month
vs
Trust & integrity
| Signal | agent-framework | MiroFish-Offline |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 | Slowing (142d since push) As of Aug 14, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 | Not a fork · Personal account As of Aug 14, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 | Published findings 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
- MiroFish-Offline
- Offline multi-agent simulation and prediction engine with Neo4j and Ollama local stack
Stars
- agent-framework
- 14k
- MiroFish-Offline
- 2.5k
Forks
- agent-framework
- 2.3k
- MiroFish-Offline
- 653
Open issues
- agent-framework
- 605
- MiroFish-Offline
- 50
Language
- agent-framework
- Python
- MiroFish-Offline
- 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.
- MiroFish-Offline
- MiroFish-Offline is an offline simulation and prediction engine for multi-agent systems that uses Neo4j and Ollama framework locally.
Persona
- agent-framework
- -
- MiroFish-Offline
- -
Runtime
- agent-framework
- -
- MiroFish-Offline
- -
License
- agent-framework
- MIT
- MiroFish-Offline
- AGPL-3.0
Last pushed
- agent-framework
- Sep 18, 2026
- MiroFish-Offline
- Mar 24, 2026
Categories
- agent-framework
- AI Agents, Developer Tools
- MiroFish-Offline
- AI Agents, Evaluation & Observability
Trust and health
Maintenance
- agent-framework
- Very active (96%)
- MiroFish-Offline
- Slowing (36%)
Days since push
- agent-framework
- 0d
- MiroFish-Offline
- 142d
Open issues (now)
- agent-framework
- 605
- MiroFish-Offline
- 50
Stars delta
- agent-framework
- +855 (30d)
- MiroFish-Offline
- Unknown
Open issues delta
- agent-framework
- -80 (30d)
- MiroFish-Offline
- Unknown
Owner type
- agent-framework
- Organization
- MiroFish-Offline
- User
OSV dependency advisories
- agent-framework
- No lockfile (source not queried)
- MiroFish-Offline
- Published findings
Full report
- agent-framework
- Trust report
- MiroFish-Offline
- Trust report
Choose agent-framework if…
- License: agent-framework is MIT, MiroFish-Offline is AGPL-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, 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 MiroFish-Offline if…
- License: MiroFish-Offline is AGPL-3.0, agent-framework is MIT.
- Requirements: Min 16 GB RAM; Requires Docker.
- Tags unique to MiroFish-Offline: ai, neo4j, offline, ollama.
- Also covers Evaluation & Observability.
- MiroFish-Offline ships Docker support for self-hosted deployment.
- Use MiroFish-Offline when you require simulations in an offline environment to predict behaviors of multi-agent systems with local data storage options using Neo4j.
When NOT to use MiroFish-Offline
- Avoid MiroFish-Offline if real-time agent interactions are necessary as this tool operates in an offline setup.
- Do not use it when your hardware limitations fall below the recommended specifications, such as less than 32 GB RAM and less than 8 cores CPU, especially for efficient LLM inference tasks.
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 (nikmcfly/MiroFish-Offline) · observed Aug 14, 2026
- GitHub forks (nikmcfly/MiroFish-Offline) · observed Aug 14, 2026
- Last push (nikmcfly/MiroFish-Offline) · observed Mar 24, 2026
- License file (AGPL-3.0) · observed Aug 14, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: agent-framework 14k · MiroFish-Offline 2.5k (synced Sep 18, 2026).
Common questions
- What is the difference between agent-framework and MiroFish-Offline?
- agent-framework: Framework for building and deploying AI agents and multi-agent workflows. MiroFish-Offline: Offline multi-agent simulation and prediction engine with Neo4j and Ollama local stack. See the comparison table for live GitHub stats and shared categories.
- When should I choose agent-framework over MiroFish-Offline?
- Choose agent-framework over MiroFish-Offline when License: agent-framework is MIT, MiroFish-Offline is AGPL-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, 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 MiroFish-Offline over agent-framework?
- Choose MiroFish-Offline over agent-framework when License: MiroFish-Offline is AGPL-3.0, agent-framework is MIT; Requirements: Min 16 GB RAM; Requires Docker; Tags unique to MiroFish-Offline: ai, neo4j, offline, ollama; Also covers Evaluation & Observability; MiroFish-Offline ships Docker support for self-hosted deployment; Use MiroFish-Offline when you require simulations in an offline environment to predict behaviors of multi-agent systems with local data storage options using Neo4j.
- 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 MiroFish-Offline?
- Avoid MiroFish-Offline if real-time agent interactions are necessary as this tool operates in an offline setup. Do not use it when your hardware limitations fall below the recommended specifications, such as less than 32 GB RAM and less than 8 cores CPU, especially for efficient LLM inference tasks.
- Is agent-framework or MiroFish-Offline more popular on GitHub?
- agent-framework has more GitHub stars (13,573 vs 2,468). Stars measure visibility, not whether either tool fits your constraints.
- Are agent-framework and MiroFish-Offline open source?
- Yes - both are open-source projects on GitHub (agent-framework: MIT, MiroFish-Offline: AGPL-3.0).
- Where can I find alternatives to agent-framework or MiroFish-Offline?
- GraphCanon lists graph-backed alternatives at agent-framework alternatives and MiroFish-Offline alternatives (agent-framework markdown twin, MiroFish-Offline 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 MiroFish-Offline?
- agent-framework: Very active. MiroFish-Offline: Slowing. 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 MiroFish-Offline?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: agent-framework trust report; MiroFish-Offline trust report.