Any source connector
Pull from HTTP, S3, or R2 endpoints with pagination, custom headers, records paths, and POST bodies — no glue code.
Rust-first data aggregation control plane
Aggre connects to any source, infers and versions the schema, tracks sensitive fields, and serves the result over REST and MCP — with usage metering and billing wired in.
Platform
Pull from HTTP, S3, or R2 endpoints with pagination, custom headers, records paths, and POST bodies — no glue code.
Fields are inferred from live samples, flagged for sensitivity, and versioned with a quality report on every publish.
Serve the same aggregated dataset over a REST API and the Model Context Protocol for agent-native consumption.
Usage events, credit ledgers, tiered entitlements, and x402 support are built into the control plane from day one.
Workflow
Create an owner API key and connect to the control plane.
Declare a dataset to hold aggregated, deduplicated records.
Point a connector at an endpoint or use a legal-data preset.
Dry-run for accepted vs rejected, then queue the ingest job.
Version the dataset and serve it via REST, MCP, and export.
Two workspaces, one platform
Onboard sources, run the ingest pipeline, explore records, manage your own API keys, and watch your usage and billing.
Sign inMonitor system status and backends, inspect the full catalog, track pipeline health and audit trails, and oversee billing across tenants.
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