ai.benroberts/b4-index · v3.3.0 · marketing-and-seo
B4 Index is healthy: it completed an MCP handshake in 795 ms and exposes 5 tools.
Independent build-vs-buy index: score software categories BUILD/BUY/BRIDGE/BEWARE.
Endpoint: https://b4-index.vercel.app/mcp (streamable-http)
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| Users (last 30 days) | 0 |
| Handshake | Healthy |
| Auth needed | None |
| Tool count | 5 |
| Latency | 795 ms |
| Last checked (UTC) | 2026-10-15T15:10:09.075Z |
| Checked (UTC) | Status | Latency | Error |
|---|---|---|---|
| 2026-10-15T15:10:09.075Z | Healthy | 795 | |
| 2026-10-14T08:59:45.751Z | Healthy | 1731 |
b4_browse | For browsing, filtering, or finding the index's name for something. Example: {"query": "warehouse picking", "domain": "Supply Chain"}. Search and filter every independently scored software category in the B4 Index. Browse by keyword, domain, quadrant, or industry. When filtering by industry, returns |
b4_score | For one exact category name or id. Example: {"category": "Expense Management", "org": "medium"}. Score a software category using the B4 Index. Provide a known category name to get pre-computed scores, or provide raw dimension scores (1-5 each) for a custom evaluation. Structured output carries the f |
b4_audit | For a list of vendor or product names (a stack), with an optional description per row. Example: {"tools": ["Salesforce", {"name": "Lydia Voice", "description": "voice-directed picking in the warehouse"}]}. Each row resolves by name when the vendor is indexed, otherwise by its description; a row that |
b4_compare | For one exact category name or id when the question is the build path against the buy path. Example: {"category": "Order Management (OMS)"}. Returns the authored side-by-side comparison (build, buy and bridge by dimension), when building is right, when buying is right, and the score-derived case for |
b4_recommend | For a need or problem in words, not a vendor name. Example: {"description": "we need to route warehouse pickers by voice"}. Get B4 Index recommendations from a natural language description of a software need or business context. Matches the description to relevant categories and returns top matches |