| What it does | Let your AI agent use apps that have no API
| Semantic context layer that helps AI agents understand your business data accurately
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| Stage | Not given
| MVP
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| Founded | Not given
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| Based in | Not given
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| Pricing model | Paid
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| Pricing | Free 7-day trial with 2,000 credits, no card required. Credit packs: 5,000 credits for $29 USD, 15,000 credits for $79 USD, 32,000 credits for $149 USD, 60,000 credits for $249 USD. All packs valid 12 months. A successful API call uses 10 credits, Cloud Browser uses 50 credits per started day, agent
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| Key features | - 259 app integrations
- Cloud Browser runs 24/7 on EU servers
- MCP and REST API support
- No stored passwords, encrypted sessions
- Integration testing every 6 hours
- Failed calls cost nothing
- Works with Claude Code, Cursor, ChatGPT, n8n
- Read-only or read-write access control
- No CAPTCHA solving or MFA bypass
- Automatic IP rotation if slow
| - Connects to 15+ data systems including Snowflake, Databricks, BigQuery, Redshift, dbt, Airflow, Tableau, Looker, Power BI and Postgres
- Extracts structural metadata including databases, schemas, tables, views, columns and relationship lineage
- Provides Web-UI, MCP server and REST APIs for accessing semantic context
- Automatic incremental updates with configurable sync schedules from on-demand to daily or weekly
- Role-level access controls and data classifications including PII, PHI and SPII
- Only reads metadata without accessing or moving actual data from systems
- Integrates with quality monitoring tools including Monte Carlo, Anomalo and Bigeye
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| What makes it different | - Only service offering MCP servers and REST APIs for 259 apps without official APIs
- 24/7 Cloud Browser on residential IPs in EU servers
- Proactive integration maintenance tested every 6 hours
- Pay-per-use with no auto-renewal or stored card data
- Failed calls cost zero credits
| - Eliminates confident AI mistakes by grounding agents in semantic context instead of having them guess from table names
- Reduces AI token costs and speeds up answers by resolving schema and joins once upstream instead of in each agent query
- Ensures consistent answers across all agents and teams using the same definitions and business logic
- Provides complete traceability and auditability of AI decisions with documented context and ownership
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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) | 42 ● no change since last check | 8 ● no change since last check |
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| Trust Flow (Majestic) | 3 | 1 |
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| Citation Flow (Majestic) | 25 | 24 |
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| Referring domains (Majestic) | 20 | 29 |
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Cotlet
Kanlet