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Comparison

Agent-Reach vs zeno

Verdict

Pick Agent-Reach when agent-Reach is primarily Python; zeno is Svelte; pick zeno when zeno is primarily Svelte; Agent-Reach is Python.

Markdown twin · Agent-Reach alternatives · zeno alternatives

GraphCanon updated today

Agent-Reach logo

Agent-Reach

Panniantong/Agent-Reach

★ 55kpushed Jul 10, 2026
vs
zeno logo

zeno

zeno-ml/zeno

★ 214pushed Oct 5, 2023

Trust & integrity

SignalAgent-Reachzeno
Maintenance
Very active (0d since push)
As of today · github_public_v1
Archived (1010d 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
58 low (58 low)
As of today · osv@v1
Agent-Reach trust reportzeno trust reportTrust methodology

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.
zeno
AI Data Management & Evaluation Platform

Stars

Agent-Reach
55k
zeno
214

Forks

Agent-Reach
4.5k
zeno
11

Open issues

Agent-Reach
144
zeno
45

Language

Agent-Reach
Python
zeno
Svelte

Adopt for

Agent-Reach
-
zeno
-

Persona

Agent-Reach
-
zeno
-

Runtime

Agent-Reach
-
zeno
-

License

Agent-Reach
MIT
zeno
MIT

Last pushed

Agent-Reach
Jul 10, 2026
zeno
Oct 5, 2023

Categories

Agent-Reach
AI Agents, LLM Frameworks, Developer Tools
zeno
LLM Frameworks, Speech & Audio, Computer Vision

Trust and health

Maintenance

Agent-Reach
Very active (96%)
zeno
Archived (8%)

Days since push

Agent-Reach
0d
zeno
1010d

Archived on GitHub

Agent-Reach
No
zeno
Yes

Open issues (now)

Agent-Reach
144
zeno
45

Owner type

Agent-Reach
User
zeno
Organization

Security scan

Agent-Reach
No MCP manifest
zeno
58 low (58 low)

Full report

Agent-Reach
Trust report
zeno
Trust report

Choose Agent-Reach if…

  • Agent-Reach is primarily Python; zeno is Svelte.
  • Tags unique to Agent-Reach: agent-infrastructure, ai-search, bilibili, claude-code.
  • Also covers AI Agents, Developer Tools.

When NOT to use Agent-Reach

  • AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
  • LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
  • Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
GitHubDetails

Choose zeno if…

  • zeno is primarily Svelte; Agent-Reach is Python.
  • Tags unique to zeno: svelte, data-science, evaluation, ai.
  • Also covers Speech & Audio, Computer Vision.

When NOT to use zeno

  • zeno is archived on GitHub. Prefer an active alternative unless you maintain a private fork or need a frozen dependency.
  • LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
GitHubDetails

Explore

Agent-Reach trust report →zeno trust report →AI Agents category →LLM Frameworks category →Developer Tools category →Speech & Audio category →Computer Vision category →All comparisonsStack workflowsTrending tools

Sources

Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.

GitHub stars on cards: Agent-Reach 55k · zeno 214 (synced Jul 11, 2026).

Common questions

What is the difference between Agent-Reach and zeno?
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.. zeno: AI Data Management & Evaluation Platform. See the comparison table for live GitHub stats and shared categories.
When should I choose Agent-Reach over zeno?
Choose Agent-Reach over zeno when Agent-Reach is primarily Python; zeno is Svelte; Tags unique to Agent-Reach: agent-infrastructure, ai-search, bilibili, claude-code; Also covers AI Agents, Developer Tools.
When should I choose zeno over Agent-Reach?
Choose zeno over Agent-Reach when zeno is primarily Svelte; Agent-Reach is Python; Tags unique to zeno: svelte, data-science, evaluation, ai; Also covers Speech & Audio, Computer Vision.
When should I avoid Agent-Reach?
AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
When should I avoid zeno?
zeno is archived on GitHub. Prefer an active alternative unless you maintain a private fork or need a frozen dependency. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Is Agent-Reach or zeno more popular on GitHub?
Agent-Reach has more GitHub stars (54,715 vs 214). Stars measure visibility, not whether either tool fits your constraints.
Are Agent-Reach and zeno open source?
Yes - both are open-source projects on GitHub (Agent-Reach: MIT, zeno: MIT).
Where can I find alternatives to Agent-Reach or zeno?
GraphCanon lists graph-backed alternatives at Agent-Reach alternatives and zeno alternatives (Agent-Reach markdown twin, zeno 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 zeno?
Agent-Reach: Very active. zeno: Archived. 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 zeno?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: Agent-Reach trust report; zeno trust report.