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Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Code & DevOps

Lead Friendly product info

By leadfriendly.com Verified namespace

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

WebsiteAI models & agents
Connect to Lead Friendly product info
Checks passed
12 / 22

2 failed · 8 not measured

Median response
867 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
5

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
310
Publisher identityCan the publisher be traced to its source?
312

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 867 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name lead-friendly.

  • Pass
    Lists tools

    tools/list returned 5 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 867 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 867 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Pass
    Parameters documented

    13 of 13 parameters have a description (100%). The bar is 80%.

  • Fail
    Safety hints

    5 tools set neither readOnlyHint nor destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-09-25T16:33:14.034934Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using Lead Friendly product info

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http lead-friendly-product-info https://www.leadfriendly.com/api/mcp

Capabilities

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.

Discovered
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`.

Discovered
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.

Discovered
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'.

Discovered
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.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected867 ms5

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