| What it does | The native language of AI; in human terms, a protocol.
| Integration layer for AI agents to connect tools, authenticate, execute and audit
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| Stage | Startup
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| Founded | 2026
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| Based in | CA
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| Pricing model | Open source
| Freemium
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| Pricing | Not given
| Free: 100,000 tool calls/month, 50 playground messages/month. Starter: $19/month for 250,000 tool calls/month, 1,000 playground messages/month. Growth: $149/month for 2,000,000 tool calls/month, 10,000 playground messages/month. Overages: $5 for 1,000 calls, $15 for 5,000 calls, $25 for 10,000 calls
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| Key features | - AI-native communication protocol with 88 verbs and two syntaxes
- AI See: give any AI model vision by pasting i.ilang.ai URLs
- Zero installation required, pure text format
- Works across ChatGPT, Claude, Gemini, DeepSeek, Qwen and other models
- Loader available via pip and npm for automatic protocol injection
- Prompt compression: 67% reduction in tokens for typical instructions
| - Catalog of 1,085 APIs with 232 production-ready integrations
- 48-hour API integration guarantee or free month
- Server-side credential resolution and management
- REST, GraphQL and MCP integration runtimes
- Execution history and audit logging
- Self-hosted deployment option
- Custom API integration support
- Free migration from competitors
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| What makes it different | - First protocol to formally map Greek mathematical symbols as primitive verbs for AI-to-AI communication
- Computable vector space for AI judgment using 11 dimensions and fuzzy mathematics instead of binary classification
- Open source and MIT licensed with no royalties or approval required
- Operates at the instruction and behavioral layer, complementary to MCP and A2A protocols
- Tested and benchmarked with public conformance results and DOI-registered research
| - No per-connection, per-user or per-seat fees; only pay for tool calls
- Unified workflow for connection setup, tool discovery and execution across multiple platforms
- Dashboard playground to test tools with integrated LLM without consuming tool calls
- Clear execution visibility and logs for agent debugging without raw application logs
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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 |
| DR (Domain Rating by Ahrefs) | 38 ▲ +1 (up) since last check | Not checked yet ● no change since last check |
| Trust Flow (Majestic) | 7 | 0 |
| Citation Flow (Majestic) | 27 | 12 |
| Referring domains (Majestic) | 66 | 1 |