Comparison
Agent-Reach vs graph-of-thoughts
Verdict
Pick Agent-Reach when license: Agent-Reach is MIT, graph-of-thoughts is Other; pick graph-of-thoughts when license: graph-of-thoughts is Other, Agent-Reach is MIT.
Markdown twin · Agent-Reach alternatives · graph-of-thoughts alternatives
GraphCanon updated 1d
vs
Trust & integrity
| Signal | Agent-Reach | graph-of-thoughts |
|---|---|---|
| Maintenance | Very active (0d since push) As of 1d · github_public_v1 | Slowing (108d since push) As of 1d · github_public_v1 |
| Provenance | Not a fork · Personal account As of 1d · github_public_v1 | Not a fork · Organization account As of 1d · github_public_v1 |
| Security (OSV) | No MCP manifest As of 1d · mcp_manifest | No lockfile As of 1d · none |
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.
- graph-of-thoughts
- Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"
Stars
- Agent-Reach
- 55k
- graph-of-thoughts
- 2.8k
Forks
- Agent-Reach
- 4.5k
- graph-of-thoughts
- 217
Open issues
- Agent-Reach
- 144
- graph-of-thoughts
- 7
Language
- Agent-Reach
- Python
- graph-of-thoughts
- Python
Adopt for
- Agent-Reach
- -
- graph-of-thoughts
- -
Persona
- Agent-Reach
- -
- graph-of-thoughts
- -
Runtime
- Agent-Reach
- -
- graph-of-thoughts
- -
License
- Agent-Reach
- MIT
- graph-of-thoughts
- Other
Last pushed
- Agent-Reach
- Jul 10, 2026
- graph-of-thoughts
- Mar 24, 2026
Categories
- Agent-Reach
- AI Agents, Developer Tools, LLM Frameworks
- graph-of-thoughts
- LLM Frameworks
Trust and health
Maintenance
- Agent-Reach
- Very active (96%)
- graph-of-thoughts
- Slowing (36%)
Days since push
- Agent-Reach
- 0d
- graph-of-thoughts
- 108d
Open issues (now)
- Agent-Reach
- 144
- graph-of-thoughts
- 7
Owner type
- Agent-Reach
- User
- graph-of-thoughts
- Organization
Security scan
- Agent-Reach
- No MCP manifest
- graph-of-thoughts
- No lockfile
Full report
- Agent-Reach
- Trust report
- graph-of-thoughts
- Trust report
Choose Agent-Reach if…
- License: Agent-Reach is MIT, graph-of-thoughts is Other.
- Tags unique to Agent-Reach: agent-infrastructure, ai-agent, ai-search, automation.
- 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.
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Choose graph-of-thoughts if…
- License: graph-of-thoughts is Other, Agent-Reach is MIT.
- Tags unique to graph-of-thoughts: graph-of-thoughts, graph-structures, graphs, large-language-models.
- Leaner open-issue backlog (7).
When NOT to use graph-of-thoughts
- Last GitHub push was 109 days ago (slowing maintenance, Mar 24, 2026). Validate activity before betting a new project on graph-of-thoughts.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
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 (spcl/graph-of-thoughts) · observed Jul 11, 2026
- GitHub forks (spcl/graph-of-thoughts) · observed Jul 11, 2026
- Last push (spcl/graph-of-thoughts) · observed Mar 24, 2026
- License file (Other) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: Agent-Reach 55k · graph-of-thoughts 2.8k (synced Jul 11, 2026).
Common questions
- What is the difference between Agent-Reach and graph-of-thoughts?
- 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.. graph-of-thoughts: Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models". See the comparison table for live GitHub stats and shared categories.
- When should I choose Agent-Reach over graph-of-thoughts?
- Choose Agent-Reach over graph-of-thoughts when License: Agent-Reach is MIT, graph-of-thoughts is Other; Tags unique to Agent-Reach: agent-infrastructure, ai-agent, ai-search, automation; Also covers AI Agents, Developer Tools.
- When should I choose graph-of-thoughts over Agent-Reach?
- Choose graph-of-thoughts over Agent-Reach when License: graph-of-thoughts is Other, Agent-Reach is MIT; Tags unique to graph-of-thoughts: graph-of-thoughts, graph-structures, graphs, large-language-models; Leaner open-issue backlog (7).
- 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. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- When should I avoid graph-of-thoughts?
- Last GitHub push was 109 days ago (slowing maintenance, Mar 24, 2026). Validate activity before betting a new project on graph-of-thoughts. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Is Agent-Reach or graph-of-thoughts more popular on GitHub?
- Agent-Reach has more GitHub stars (54,715 vs 2,816). Stars measure visibility, not whether either tool fits your constraints.
- Are Agent-Reach and graph-of-thoughts open source?
- Yes - both are open-source projects on GitHub (Agent-Reach: MIT, graph-of-thoughts: Other).
- Where can I find alternatives to Agent-Reach or graph-of-thoughts?
- GraphCanon lists graph-backed alternatives at Agent-Reach alternatives and graph-of-thoughts alternatives (Agent-Reach markdown twin, graph-of-thoughts 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 graph-of-thoughts?
- Agent-Reach: Very active. graph-of-thoughts: 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-Reach and graph-of-thoughts?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: Agent-Reach trust report; graph-of-thoughts trust report.