ai.benroberts/b4-index
up checked
Unclaimed · Unverified
Agent searches it appeared in, last 30 days: 0. Run this server? Claim the listing: verified label, uptime alerts and analytics.
Publisher-provided title
B4 Index
Publisher-provided description
Independent build-vs-buy index: score software categories BUILD/BUY/BRIDGE/BEWARE.
Summary by lookupd
Scores software categories and vendor stacks to judge build, buy, bridge, or avoid choices, with recommendations for a described need.
Install
Claude Code, remote (streamable-http)
claude mcp add --transport http b4-index https://b4-index.vercel.app/mcp
Codex, remote (streamable-http)
codex mcp add b4-index --url https://b4-index.vercel.app/mcp
Cursor, remote (streamable-http) → .cursor/mcp.json
{
"mcpServers": {
"b4-index": {
"url": "https://b4-index.vercel.app/mcp"
}
}
}Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.
Tools (5 tools)
Publisher-provided text
b4_browseFor browsing, filtering, or finding the index's name for something. Example: {"query": "warehouse picking", "domain": "Supply Chain"}. Search and filter every ib4_scoreFor one exact category name or id. Example: {"category": "Expense Management", "org": "medium"}. Score a software category using the B4 Index. Provide a known cb4_auditFor a list of vendor or product names (a stack), with an optional description per row. Example: {"tools": ["Salesforce", {"name": "Lydia Voice", "description":b4_compareFor one exact category name or id when the question is the build path against the buy path. Example: {"category": "Order Management (OMS)"}. Returns the authoreb4_recommendFor 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
Details
- Version: 3.3.0
- Transports: streamable-http
- Uptime (7 days): 100%
- Median latency: 471 ms
- First indexed:
- Last seen in registry:
- Website: https://benroberts.ai/directory
Badge for your README
Shows this live status and links here; updates hourly.
[](https://lookupd.com/servers/ai.benroberts/b4-index)
- 62033 servers
- Last crawl: 2026-11-11T15:38:39.561Z
- API base:
https://api.lookupd.com - MCP URL:
https://api.lookupd.com/mcp