Lead Friendly product info
mcp remote · streamable-http · v1.0.0 · source: crawl
https://www.leadfriendly.com/api/mcp
Lead Friendly pricing, industries and capabilities for AI agents, plus demo and lead hand-off
Works
100
Verified Oct 31, 2026 · p50 1135 ms · p95 1502 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'lead-friendly' |
| tools_listed | 15 | pass | 5 tools |
| schema_complete | 15 | pass | 5 of 5 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 1135 ms |
| latency_p95 | 5 | pass | p95 1502 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (5)
| Name | Description | Schema |
|---|---|---|
check_capability | Check whether Lead Friendly can do a specific job (e.g. 'call leads after hours', 'dispatch trucks', 'white-label for my agency'). Pass the job in `query`. | typed |
get_pricing | Get Lead Friendly's current subscription plans and prices (live from the pricing source of truth). Use to answer 'how much does Lead Friendly cost'. | typed |
list_industries | List the industry verticals Lead Friendly ships a tailored AI agent template for (e.g. auto dealerships, trucking/dispatch, dental, HVAC). Optional `query` filters by keyword. | typed |
book_demo | Request a Lead Friendly product demo on behalf of a prospect. Routes the request to the sales team and returns the self-serve booking link. Use when a user wants to see/try Lead Friendly. | typed |
create_lead | Submit a sales lead to Lead Friendly on behalf of a prospect who is interested. Routes to the sales inbox. Does NOT write into any customer's CRM. Use to hand off an interested prospect. | typed |
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[](https://app.agent-xm.com/a/com-leadfriendly-lead-friendly-info)
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