Comparison
allenact vs Agent-Reach
Verdict
Pick allenact when license: allenact is Other, Agent-Reach is MIT; pick Agent-Reach when license: Agent-Reach is MIT, allenact is Other.
Markdown twin · allenact alternatives · Agent-Reach alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | allenact | Agent-Reach |
|---|---|---|
| Maintenance | Steady (52d since push) As of today · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | 110 low (110 low) As of today · osv@v1 | No MCP manifest As of today · mcp_manifest |
Tagline
- allenact
- An open source framework for research in Embodied-AI from AI2.
- Agent-Reach
- Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
Stars
- allenact
- 382
- Agent-Reach
- 55k
Forks
- allenact
- 59
- Agent-Reach
- 4.5k
Open issues
- allenact
- 58
- Agent-Reach
- 144
Language
- allenact
- Python
- Agent-Reach
- Python
Adopt for
- allenact
- -
- Agent-Reach
- -
Persona
- allenact
- -
- Agent-Reach
- -
Runtime
- allenact
- -
- Agent-Reach
- -
License
- allenact
- Other
- Agent-Reach
- MIT
Last pushed
- allenact
- May 19, 2026
- Agent-Reach
- Jul 10, 2026
Categories
- allenact
- AI Agents, Computer Vision
- Agent-Reach
- LLM Frameworks, AI Agents, Developer Tools
Trust and health
Maintenance
- allenact
- Steady (60%)
- Agent-Reach
- Very active (96%)
Days since push
- allenact
- 52d
- Agent-Reach
- 0d
Open issues (now)
- allenact
- 58
- Agent-Reach
- 144
Owner type
- allenact
- Organization
- Agent-Reach
- User
Security scan
- allenact
- 110 low (110 low)
- Agent-Reach
- No MCP manifest
Full report
- allenact
- Trust report
- Agent-Reach
- Trust report
Choose allenact if…
- License: allenact is Other, Agent-Reach is MIT.
- Tags unique to allenact: research, embodied-agent, reinforcement-learning, deep-learning.
- Also covers Computer Vision.
When NOT to use allenact
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
Choose Agent-Reach if…
- License: Agent-Reach is MIT, allenact is Other.
- Tags unique to Agent-Reach: agent-infrastructure, ai-search, bilibili, claude-code.
- Also covers LLM Frameworks, Developer Tools.
When NOT to use Agent-Reach
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (allenai/allenact) · observed Jul 11, 2026
- GitHub forks (allenai/allenact) · observed Jul 11, 2026
- Last push (allenai/allenact) · observed May 19, 2026
- License file (Other) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (Panniantong/Agent-Reach) · observed Jul 11, 2026
- GitHub forks (Panniantong/Agent-Reach) · observed Jul 11, 2026
- Last push (Panniantong/Agent-Reach) · observed Jul 10, 2026
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: allenact 382 · Agent-Reach 55k (synced Jul 11, 2026).
Common questions
- What is the difference between allenact and Agent-Reach?
- allenact: An open source framework for research in Embodied-AI from AI2.. Agent-Reach: Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.. See the comparison table for live GitHub stats and shared categories.
- When should I choose allenact over Agent-Reach?
- Choose allenact over Agent-Reach when License: allenact is Other, Agent-Reach is MIT; Tags unique to allenact: research, embodied-agent, reinforcement-learning, deep-learning; Also covers Computer Vision.
- When should I choose Agent-Reach over allenact?
- Choose Agent-Reach over allenact when License: Agent-Reach is MIT, allenact is Other; Tags unique to Agent-Reach: agent-infrastructure, ai-search, bilibili, claude-code; Also covers LLM Frameworks, Developer Tools.
- When should I avoid allenact?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- When should I avoid Agent-Reach?
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- Is allenact or Agent-Reach more popular on GitHub?
- Agent-Reach has more GitHub stars (54,715 vs 382). Stars measure visibility, not whether either tool fits your constraints.
- Are allenact and Agent-Reach open source?
- Yes - both are open-source projects on GitHub (allenact: Other, Agent-Reach: MIT).
- Where can I find alternatives to allenact or Agent-Reach?
- GraphCanon lists graph-backed alternatives at allenact alternatives and Agent-Reach alternatives (allenact markdown twin, Agent-Reach 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, allenact or Agent-Reach?
- allenact: Steady. Agent-Reach: 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 allenact and Agent-Reach?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: allenact trust report; Agent-Reach trust report.