Comparison
Agent-Reach vs DeepInception
Verdict
Pick Agent-Reach when tags unique to Agent-Reach: agent-infrastructure, ai-search, bilibili, claude-code; pick DeepInception when tags unique to DeepInception: jailbreak, gpt4, deep, inception.
Markdown twin · Agent-Reach alternatives · DeepInception alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | Agent-Reach | DeepInception |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Dormant (872d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No MCP manifest As of today · mcp_manifest | 55 low (55 low) As of today · osv@v1 |
Tagline
- 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.
- DeepInception
- [arXiv:2311.03191] "DeepInception: Hypnotize Large Language Model to Be Jailbreaker"
Stars
- Agent-Reach
- 55k
- DeepInception
- 176
Forks
- Agent-Reach
- 4.5k
- DeepInception
- 19
Open issues
- Agent-Reach
- 144
- DeepInception
- 0
Language
- Agent-Reach
- Python
- DeepInception
- Python
Adopt for
- Agent-Reach
- -
- DeepInception
- -
Persona
- Agent-Reach
- -
- DeepInception
- -
Runtime
- Agent-Reach
- -
- DeepInception
- -
License
- Agent-Reach
- MIT
- DeepInception
- MIT
Last pushed
- Agent-Reach
- Jul 10, 2026
- DeepInception
- Feb 20, 2024
Categories
- Agent-Reach
- LLM Frameworks, AI Agents, Developer Tools
- DeepInception
- LLM Frameworks, Model Training
Trust and health
Maintenance
- Agent-Reach
- Very active (96%)
- DeepInception
- Dormant (18%)
Days since push
- Agent-Reach
- 0d
- DeepInception
- 872d
Open issues (now)
- Agent-Reach
- 144
- DeepInception
- 0
Owner type
- Agent-Reach
- User
- DeepInception
- Organization
Security scan
- Agent-Reach
- No MCP manifest
- DeepInception
- 55 low (55 low)
Full report
- Agent-Reach
- Trust report
- DeepInception
- Trust report
Choose Agent-Reach if…
- Tags unique to Agent-Reach: agent-infrastructure, ai-search, bilibili, claude-code.
- Also covers AI Agents, Developer Tools.
- More GitHub stars (55k vs 176) - visibility, not fit.
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.
Choose DeepInception if…
- Tags unique to DeepInception: jailbreak, gpt4, deep, inception.
- Also covers Model Training.
- Leaner open-issue backlog (0).
When NOT to use DeepInception
- Last GitHub push was 873 days ago (dormant maintenance, Feb 20, 2024). Validate activity before betting a new project on DeepInception.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- 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 (tmlr-group/DeepInception) · observed Jul 11, 2026
- GitHub forks (tmlr-group/DeepInception) · observed Jul 11, 2026
- Last push (tmlr-group/DeepInception) · observed Feb 20, 2024
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: Agent-Reach 55k · DeepInception 176 (synced Jul 11, 2026).
Common questions
- What is the difference between Agent-Reach and DeepInception?
- 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.. DeepInception: [arXiv:2311.03191] "DeepInception: Hypnotize Large Language Model to Be Jailbreaker". See the comparison table for live GitHub stats and shared categories.
- When should I choose Agent-Reach over DeepInception?
- Choose Agent-Reach over DeepInception when Tags unique to Agent-Reach: agent-infrastructure, ai-search, bilibili, claude-code; Also covers AI Agents, Developer Tools; More GitHub stars (55k vs 176) - visibility, not fit.
- When should I choose DeepInception over Agent-Reach?
- Choose DeepInception over Agent-Reach when Tags unique to DeepInception: jailbreak, gpt4, deep, inception; Also covers Model Training; Leaner open-issue backlog (0).
- 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.
- When should I avoid DeepInception?
- Last GitHub push was 873 days ago (dormant maintenance, Feb 20, 2024). Validate activity before betting a new project on DeepInception. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge.
- Is Agent-Reach or DeepInception more popular on GitHub?
- Agent-Reach has more GitHub stars (54,715 vs 176). Stars measure visibility, not whether either tool fits your constraints.
- Are Agent-Reach and DeepInception open source?
- Yes - both are open-source projects on GitHub (Agent-Reach: MIT, DeepInception: MIT).
- Where can I find alternatives to Agent-Reach or DeepInception?
- GraphCanon lists graph-backed alternatives at Agent-Reach alternatives and DeepInception alternatives (Agent-Reach markdown twin, DeepInception 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-Reach or DeepInception?
- Agent-Reach: Very active. DeepInception: Dormant. 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-Reach and DeepInception?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: Agent-Reach trust report; DeepInception trust report.