# Lead Friendly product info

> Lead Friendly pricing, industries and capabilities for AI agents, plus demo and lead hand-off

- name: com.leadfriendly/lead-friendly-info
- version: 1.0.0
- connection class: R0 (autonomous)
- trust: 83/100 flags: no-repository
- quality: 79/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/com.leadfriendly%2Flead-friendly-info
- tools: https://api.protogrid.dev/v1/servers/com.leadfriendly%2Flead-friendly-info/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "lead-friendly-info": {
      "type": "http",
      "url": "https://www.leadfriendly.com/api/mcp"
    }
  }
}
```


## Trust

- hygiene: 80
- liveness: 100
- freshness: 100
- provenance: 55
- drivers: +dns-namespace +website +reachable +uptime-100% +updated-25d-ago -no-repository
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 79/100 (good)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 71 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- fail `tools.annotations`: no tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: create_lead (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_pricing (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); list_industries (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
- pass `tools.token_cost`: about 572 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 100 (weight 15)

- pass `stability.changes`: no tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 5, about 572 tokens to load them all
- tool set hash: a5306170e5c3179c4ba8a43f1143cd52
- badge: [![protogrid quality](https://protogrid.dev/badge/com.leadfriendly/lead-friendly-info.svg)](https://protogrid.dev/servers/com.leadfriendly/lead-friendly-info)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Remotes

- https://www.leadfriendly.com/api/mcp (streamable-http, auth none, reachable true, uptime30d 1)

## Packages

_none_

## Tools (5)

- `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.
- `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`.
- `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.
- `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'.
- `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.