--- title: "omnigraph vs Agent-Reach" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/modernrelay-omnigraph-vs-panniantong-agent-reach" tools: ["modernrelay-omnigraph", "panniantong-agent-reach"] --- # omnigraph vs Agent-Reach *GraphCanon updated Jul 11, 2026* ## Verdict Pick omnigraph when omnigraph is primarily Rust; Agent-Reach is Python; pick Agent-Reach when agent-Reach is primarily Python; omnigraph is Rust. [omnigraph](https://omnigraph.dev) reports 926 GitHub stars, 215 forks, and 14 open issues, last pushed Jul 11, 2026. [Agent-Reach](https://github.com/Panniantong/Agent-Reach) has 55k stars, 4.5k forks, and 144 open issues, last pushed Jul 10, 2026. Figures are from public GitHub metadata via [omnigraph's repository](https://github.com/ModernRelay/omnigraph) and [Agent-Reach's repository](https://github.com/Panniantong/Agent-Reach). | | [omnigraph](/tools/modernrelay-omnigraph.md) | [Agent-Reach](/tools/panniantong-agent-reach.md) | | --- | --- | --- | | Tagline | Lakehouse native graph engine with git-style workflows | Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees. | | Stars | 926 | 54,715 | | Forks | 215 | 4,509 | | Open issues | 14 | 144 | | Language | Rust | Python | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT | | Categories | Developer Tools | AI Agents, Developer Tools, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [omnigraph](/tools/modernrelay-omnigraph.md) | [Agent-Reach](/tools/panniantong-agent-reach.md) | | --- | --- | --- | | Open issues (now) | 14 | 144 | | Owner type | Organization | User | | Full report | [trust report](/tools/modernrelay-omnigraph/trust.md) | [trust report](/tools/panniantong-agent-reach/trust.md) | ## Choose when ### Choose omnigraph if… - omnigraph is primarily Rust; Agent-Reach is Python. - Tags unique to omnigraph: apache-arrow, context-graph, datafusion, graph database. - omnigraph ships Docker support for self-hosted deployment. ### Choose Agent-Reach if… - Agent-Reach is primarily Python; omnigraph is Rust. - Tags unique to Agent-Reach: agent-infrastructure, ai-agent, ai-search, automation. - Also covers AI Agents, LLM Frameworks. ## When NOT to use omnigraph - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ## 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. ## Common questions ### What is the difference between omnigraph and Agent-Reach? omnigraph: Lakehouse native graph engine with git-style workflows. 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 omnigraph over Agent-Reach? Choose omnigraph over Agent-Reach when omnigraph is primarily Rust; Agent-Reach is Python; Tags unique to omnigraph: apache-arrow, context-graph, datafusion, graph database; omnigraph ships Docker support for self-hosted deployment. ### When should I choose Agent-Reach over omnigraph? Choose Agent-Reach over omnigraph when Agent-Reach is primarily Python; omnigraph is Rust; Tags unique to Agent-Reach: agent-infrastructure, ai-agent, ai-search, automation; Also covers AI Agents, LLM Frameworks. ### When should I avoid omnigraph? Developer Tools: A gateway is overkill when you're pinned to a single provider and model. ### 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. ### Is omnigraph or Agent-Reach more popular on GitHub? Agent-Reach has more GitHub stars (54,715 vs 926). Stars measure visibility, not whether either tool fits your constraints. ### Are omnigraph and Agent-Reach open source? Yes - both are open-source projects on GitHub (omnigraph: MIT, Agent-Reach: MIT). ### Where can I find alternatives to omnigraph or Agent-Reach? GraphCanon lists graph-backed alternatives at [omnigraph alternatives](/tools/modernrelay-omnigraph/alternatives) and [Agent-Reach alternatives](/tools/panniantong-agent-reach/alternatives) ([omnigraph markdown twin](/tools/modernrelay-omnigraph/alternatives.md), [Agent-Reach markdown twin](/tools/panniantong-agent-reach/alternatives.md)), 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](/compare/modernrelay-omnigraph-vs-panniantong-agent-reach.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, omnigraph or Agent-Reach? omnigraph: Very active. 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 omnigraph and Agent-Reach? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [omnigraph trust report](/tools/modernrelay-omnigraph/trust); [Agent-Reach trust report](/tools/panniantong-agent-reach/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=modernrelay-omnigraph`](/api/graphcanon/graph?tool=modernrelay-omnigraph) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_