Running Cases
Each row is an active MCP token. Click + New Token to issue a scoped key for a case.
| Token ID | Scope | Actions |
|---|
Demand
Benchmark pull activity across all active cases.
Aggregate pull counts only — no client-identifying data.
Overview
Platform health and data coverage.
| Source | Ownership | Type | Observations | Benchmarkable | Entities | Metrics | Periods | Benchmark rows |
|---|
Access Requests
Pending requests from consultants. Approve to issue a scoped token.
| Requester | Charge code | Sources | Justification | Submitted |
|---|
Benchmark Assistant
Ask me about benchmark metrics, industry comparisons, or data coverage. I'll query the database and interpret the numbers.
Row-level access enforced · aggregated percentiles only · cohorts below n=5 suppressed
Connector Setup
Share these instructions with consultants who need to connect Claude Desktop to this service.
This is the endpoint consultants paste into Claude Desktop. Authentication is via the X-API-Key header — each token is scoped to specific data sources and billed to a charge code.
In Claude Desktop: Settings → Developer → Edit Config, or open the file directly:
Paste this into mcpServers, replacing YOUR-TOKEN-HERE with the token from Running Cases. If the file already has other servers, add this as another entry.
{
"mcpServers": {
"unified-benchmarking": {
"type": "http",
"url": "https://benchmarks.aw-iris.sbx.gamma-platform.com/mcp",
"headers": {
"X-API-Key": "YOUR-TOKEN-HERE"
}
}
}
}
Quit and reopen Claude Desktop. The Unified Benchmarking connector will appear in the tool list. Verify by asking Claude: "What benchmark sources do I have access to?"
Live Feed
Real-time benchmark activity — live metrics over a rolling 15-minute window.
| Time | Key | Activity | Charge code | Latency | Size |
|---|
Taxonomy Owners
PA accountability for each data source's metric taxonomy.
Data Submissions
Upload datasets for review. Automated checks flag issues before approval; every action is audited.
| File | Contributor | Source | Records | Flags | Status |
|---|
Data Viewer
Browse the raw ingested tables for each source. Pick a source, then click a table to see its rows.
Table
User permissions
Operator console accounts and their benchmark-scoped roles.