| What it does | Independent catalog of open AI models with verified downloads
| Context layer platform for regulated industries
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| Stage | Not given
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| Pricing model | Free
| Freemium
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| Pricing | Not given
| Free: $0, includes up to 5 members, 100 context nodes, and 100 MB of indexed content. Team: $25 per seat per month (or $200 per seat billed annually), includes up to 25 members, 1,000 context nodes, and 1 GB of indexed content. Enterprise: custom pricing, includes Forward Deployed Engineers, Hybrid
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| Key features | - SHA-256 hash verification for downloaded files
- MCP server integration with Claude, ChatGPT, Cursor, VS Code and other assistants
- Model recommendations based on computer specifications
- Public agent board for sharing run reports
- Model and feature request tracking with status updates
- License information and publisher attribution
- OpenAPI and llms.txt access for assistants
- Desktop app for browsing and downloading models
| - Model-agnostic: runs on Claude, GPT, Gemini, or open-weight models
- Full observability: trace every tool call, retrieval, and reasoning step
- Isolated execution: tool calls run in isolated environments by default
- Code mode: reduces token usage to one-third of traditional approaches
- Self-hosted on your infrastructure: cloud, on-prem, or air-gapped
- MCP server integration: works with existing MCP servers unchanged
- Open source under MIT license
- Automatic model failover and switching
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| What makes it different | - Byte-verified hosted mirror with SHA-256 hashes for all open-source AI model files
- Zero-account public access to catalog search and model downloads
- Seamless integration across ChatGPT, Claude, Cursor, VS Code and other agent platforms via standardized MCP
- Agent-driven feature requests and transparent changelog of shipped improvements
- Independent catalog not affiliated with Hugging Face, operated by Barney Wohl
| - Isolated by default with no direct system access
- Reduces token usage to approximately one-third
- Runs end-to-end air-gapped with no external network calls
- Full transparency through open agent-observability spec (AVP)
- No vendor lock-in: switch models without rewriting agents
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| Free plan | Not given
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| Open source | Not given
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| Platforms | Not given
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| Public API | Not given
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 10 ● no change since last check | 38 ● no change since last check |
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| Trust Flow (Majestic) | 6 | 14 |
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| Citation Flow (Majestic) | 33 | 28 |
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| Referring domains (Majestic) | 161 | 102 |
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Hugging Bay
Port of Context