Comparison
OpenChat vs Agent-Reach
Verdict
Pick OpenChat when openChat is primarily JavaScript; Agent-Reach is Python; pick Agent-Reach when agent-Reach is primarily Python; OpenChat is JavaScript.
Markdown twin · OpenChat alternatives · Agent-Reach alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | OpenChat | Agent-Reach |
|---|---|---|
| Maintenance | Archived (864d since push) As of 1d · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1d · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | No criticals As of 1d · osv@v1 | No MCP manifest As of today · mcp_manifest |
Tagline
- OpenChat
- LLMs custom-chatbots console ⚡
- 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
- OpenChat
- 5.2k
- Agent-Reach
- 55k
Forks
- OpenChat
- 644
- Agent-Reach
- 4.5k
Open issues
- OpenChat
- 37
- Agent-Reach
- 144
Language
- OpenChat
- JavaScript
- Agent-Reach
- Python
Adopt for
- OpenChat
- -
- Agent-Reach
- -
Persona
- OpenChat
- -
- Agent-Reach
- -
Runtime
- OpenChat
- -
- Agent-Reach
- -
License
- OpenChat
- MIT
- Agent-Reach
- MIT
Last pushed
- OpenChat
- Feb 27, 2024
- Agent-Reach
- Jul 10, 2026
Categories
- OpenChat
- LLM Frameworks, Vector Databases
- Agent-Reach
- AI Agents, Developer Tools, LLM Frameworks
Trust and health
Maintenance
- OpenChat
- Archived (8%)
- Agent-Reach
- Very active (96%)
Days since push
- OpenChat
- 864d
- Agent-Reach
- 0d
Archived on GitHub
- OpenChat
- Yes
- Agent-Reach
- No
Open issues (now)
- OpenChat
- 37
- Agent-Reach
- 144
Owner type
- OpenChat
- Organization
- Agent-Reach
- User
Security scan
- OpenChat
- No criticals
- Agent-Reach
- No MCP manifest
Full report
- OpenChat
- Trust report
- Agent-Reach
- Trust report
Choose OpenChat if…
- OpenChat is primarily JavaScript; Agent-Reach is Python.
- Tags unique to OpenChat: javascript.
- Also covers Vector Databases.
- OpenChat ships Docker support for self-hosted deployment.
When NOT to use OpenChat
- OpenChat 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.
- Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
Choose Agent-Reach if…
- Agent-Reach is primarily Python; OpenChat is JavaScript.
- 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (opencx-labs/OpenChat) · observed Jul 11, 2026
- GitHub forks (opencx-labs/OpenChat) · observed Jul 11, 2026
- Last push (opencx-labs/OpenChat) · observed Feb 27, 2024
- License file (MIT) · 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: OpenChat 5.2k · Agent-Reach 55k (synced Jul 11, 2026).
Common questions
- What is the difference between OpenChat and Agent-Reach?
- OpenChat: LLMs custom-chatbots console ⚡. 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 OpenChat over Agent-Reach?
- Choose OpenChat over Agent-Reach when OpenChat is primarily JavaScript; Agent-Reach is Python; Tags unique to OpenChat: javascript; Also covers Vector Databases; OpenChat ships Docker support for self-hosted deployment.
- When should I choose Agent-Reach over OpenChat?
- Choose Agent-Reach over OpenChat when Agent-Reach is primarily Python; OpenChat is JavaScript; Tags unique to Agent-Reach: agent-infrastructure, ai-agent, ai-search, automation; Also covers AI Agents, Developer Tools.
- When should I avoid OpenChat?
- OpenChat 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. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
- 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 OpenChat or Agent-Reach more popular on GitHub?
- Agent-Reach has more GitHub stars (54,715 vs 5,240). Stars measure visibility, not whether either tool fits your constraints.
- Are OpenChat and Agent-Reach open source?
- Yes - both are open-source projects on GitHub (OpenChat: MIT, Agent-Reach: MIT).
- Where can I find alternatives to OpenChat or Agent-Reach?
- GraphCanon lists graph-backed alternatives at OpenChat alternatives and Agent-Reach alternatives (OpenChat 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, OpenChat or Agent-Reach?
- OpenChat: Archived. 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 OpenChat and Agent-Reach?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: OpenChat trust report; Agent-Reach trust report.