Comparison
vega vs Agent-Reach
Verdict
Pick vega when license: vega is Other, Agent-Reach is MIT; pick Agent-Reach when license: Agent-Reach is MIT, vega is Other.
Markdown twin · vega alternatives · Agent-Reach alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | vega | Agent-Reach |
|---|---|---|
| Maintenance | Dormant (1242d 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) | No lockfile As of today · none | No MCP manifest As of today · mcp_manifest |
Tagline
- vega
- AutoML tools chain
- 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
- vega
- 848
- Agent-Reach
- 55k
Forks
- vega
- 177
- Agent-Reach
- 4.5k
Open issues
- vega
- 53
- Agent-Reach
- 144
Language
- vega
- Python
- Agent-Reach
- Python
Adopt for
- vega
- -
- Agent-Reach
- -
Persona
- vega
- -
- Agent-Reach
- -
Runtime
- vega
- -
- Agent-Reach
- -
License
- vega
- Other
- Agent-Reach
- MIT
Last pushed
- vega
- Feb 15, 2023
- Agent-Reach
- Jul 10, 2026
Categories
- vega
- Developer Tools
- Agent-Reach
- LLM Frameworks, AI Agents, Developer Tools
Trust and health
Maintenance
- vega
- Dormant (18%)
- Agent-Reach
- Very active (96%)
Days since push
- vega
- 1242d
- Agent-Reach
- 0d
Open issues (now)
- vega
- 53
- Agent-Reach
- 144
Owner type
- vega
- Organization
- Agent-Reach
- User
Security scan
- vega
- No lockfile
- Agent-Reach
- No MCP manifest
Full report
- vega
- Trust report
- Agent-Reach
- Trust report
Choose vega if…
- License: vega is Other, Agent-Reach is MIT.
- Tags unique to vega: python.
- Leaner open-issue backlog (53).
When NOT to use vega
- Last GitHub push was 1242 days ago (dormant maintenance, Feb 15, 2023). Validate activity before betting a new project on vega.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
Choose Agent-Reach if…
- License: Agent-Reach is MIT, vega is Other.
- Tags unique to Agent-Reach: agent-infrastructure, ai-search, bilibili, claude-code.
- Also covers LLM Frameworks, AI Agents.
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 (huawei-noah/vega) · observed Jul 11, 2026
- GitHub forks (huawei-noah/vega) · observed Jul 11, 2026
- Last push (huawei-noah/vega) · observed Feb 15, 2023
- 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: vega 848 · Agent-Reach 55k (synced Jul 11, 2026).
Common questions
- What is the difference between vega and Agent-Reach?
- vega: AutoML tools chain. 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 vega over Agent-Reach?
- Choose vega over Agent-Reach when License: vega is Other, Agent-Reach is MIT; Tags unique to vega: python; Leaner open-issue backlog (53).
- When should I choose Agent-Reach over vega?
- Choose Agent-Reach over vega when License: Agent-Reach is MIT, vega is Other; Tags unique to Agent-Reach: agent-infrastructure, ai-search, bilibili, claude-code; Also covers LLM Frameworks, AI Agents.
- When should I avoid vega?
- Last GitHub push was 1242 days ago (dormant maintenance, Feb 15, 2023). Validate activity before betting a new project on vega. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- 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 vega or Agent-Reach more popular on GitHub?
- Agent-Reach has more GitHub stars (54,715 vs 848). Stars measure visibility, not whether either tool fits your constraints.
- Are vega and Agent-Reach open source?
- Yes - both are open-source projects on GitHub (vega: Other, Agent-Reach: MIT).
- Where can I find alternatives to vega or Agent-Reach?
- GraphCanon lists graph-backed alternatives at vega alternatives and Agent-Reach alternatives (vega 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, vega or Agent-Reach?
- vega: Dormant. 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 vega and Agent-Reach?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: vega trust report; Agent-Reach trust report.