leadfriendly-com

Lead Friendly is an AI phone agent with a built‑in CRM for small businesses. It answers and places calls 24/7, texts back missed calls, books appointments, and logs all interactions. Pricing starts at $49/month with cancel‑anytime plans. The platform is tailored for independent car dealerships and offers an MCP server that lets AI agents such as ChatGPT or Claude act through it.

leadfriendly-com is listed with 2 APIs on the APIs.io network. Tagged areas include AI, CRM, Voice, Small-Business, and Telephony.

The leadfriendly-com catalog on APIs.io includes 1 JSON-LD context and 1 Spectral governance ruleset.

leadfriendly-com’s developer surface includes changelog, authentication, documentation, pricing, engineering blog, support, getting-started guide, and 24 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

44.2/100 developing Agent 21/100 agent aware Full breakdown ↓
scored 2026-10-31 · rubric v0.25.0 · Show this score on your site →

2 APIs 1 MCP Servers

AICRM VoiceSmall-BusinessTelephony

Kin Score

Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0

Composite quality — 44.2/100 · developing

Contract Quality 4.8 / 21

Developer Ergonomics 8.5 / 17

Access Clarity 10.3 / 17

Operational Transparency 3.5 / 11

Contract Governance 2.2 / 10

Discoverability 4.8 / 9

Regulatory Posture 6.3 / 15

Agent readiness — 21/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 12 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 7 / 7

Typed Event Surface 0 / 6

Agent Skills 0 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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Agent readiness — checks not met, largest first (exact, from this profile):

Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented)
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes
Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link
Delegated User Identity +6 pts — a served discovery document listing authorization_code in grant_types_supported (served), else an oauth2 authorizationCode flow or openIdConnect declared in an OpenAPI (documented)

9 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Contract Quality scores 22.6 — up to +19.4 composite points
Developer Ergonomics scores 50.0 — up to +10.0 composite points
Contract Governance scores 22.0 — up to +9.4 composite points

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from the provider profile at artifacts.apis.io/leadfriendly-com/apis.yml: open an issue on github.com/api-evangelist/leadfriendly-com to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

APIs 2

Individual APIs this provider publishes, each with its own machine-readable definition.

Lead Friendly MCP API

Public MCP server for Lead Friendly — an agentic AI calling + CRM platform.

leadfriendly-com API

leadfriendly-com API as documented publicly: 4 operations. Contract generated from the documentation by API Evangelist (2026-10-30); not the provider's own document.

MCP Servers 1

Model Context Protocol servers that expose these APIs to AI agents.

leadfriendly-com MCP Server

Remote MCP server at www.leadfriendly.com.

MCP SERVER

Pricing Plans 1

Published pricing tiers and plan structures.

Leadfriendly Com Plans Pricing

0 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Leadfriendly Com Rate Limits

0 limits

RATE LIMITS

Semantic Vocabularies 1

JSON-LD contexts and semantic vocabularies used across these APIs.

Leadfriendly Com Context

5 classes · 6 properties

JSON-LD

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

leadfriendly-com API Rules

12 rules · 10 errors 1 warnings 1 info

SPECTRAL

JSON Schema 5

Standalone JSON Schema definitions for this provider's data models.

GetApiMcpResponse

1 properties

JSON SCHEMA

GetApiMcpV1Response

1 properties

JSON SCHEMA

PostApiMcpRequest

3 properties

JSON SCHEMA

PostApiMcpV1Request

4 properties

JSON SCHEMA

PostApiMcpV1Response

3 properties

JSON SCHEMA

Security Posture 4

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Leadfriendly Com Authentication

1 scheme

SECURITY

Leadfriendly Com Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Leadfriendly Com Vulnerability Disclosure

security.txt · contact published

SECURITY

Leadfriendly Com Trust Center

SOC 2, HIPAA

SECURITY

Scopes 1

OAuth scopes governing access to this provider's APIs.

Leadfriendly Com Scopes

OAuth 2.0 · no documented scopes

0 scopes

SCOPES

Resources

Get Started 3

Portal, sign-up, and the first successful call

DeveloperPortal

DeveloperPortal

GettingStarted

GettingStarted

SignUp

SignUp

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 3

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

MCPServer

MCPServer

WellKnown

WellKnown

Design & Contract 5

Pagination, idempotency, versioning, errors, and events

Spectral

JSONLD

Vocabulary

DataModel

Conformance

Build 1

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Access & Security 8

Authentication, authorization, and security posture

Compliance

Authentication

SecurityTxt

SecurityTxt

Security

TrustCenter

VulnerabilityDisclosure

VulnerabilityDisclosure

DomainSecurity

DomainSecurity

Scroll for all 8

Operate 3

Status, limits, changes, and where to get help

ChangeLog

ChangeLog

ChangeLog

ChangeLog

Support

Support

Commercial 3

Pricing, plans, and the legal terms of use

Pricing

Pricing

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 2

The organization behind the API

Website

Website

Blog

Blog

Other 2

Properties that don't map to a standard resource type

Hosts

Hosts

Vendors

Vendors

Source (apis.yml)

aid: leadfriendly-com
name: leadfriendly-com
description: Lead Friendly is an AI phone agent with a built‑in CRM for small businesses. It answers and places calls 24/7,
  texts back missed calls, books appointments, and logs all interactions. Pricing starts at $49/month with cancel‑anytime
  plans. The platform is tailored for independent car dealerships and offers an MCP server that lets AI agents such as ChatGPT
  or Claude act through it.
url: https://artifacts.apis.io/leadfriendly-com/apis.yml
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-10-30 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-10-30'
modified: '2026-10-30'
tags:
- AI
- CRM
- Voice
- Small-Business
- Telephony
image: https://www.leadfriendly.com/logo.svg
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Spectral
  url: rules/leadfriendly-com-rules.yml
- type: JSONLD
  url: json-ld/leadfriendly-com-context.jsonld
- type: Vocabulary
  url: vocabulary/leadfriendly-com-vocabulary.yml
- type: DataModel
  url: data-model/leadfriendly-com-data-model.yml
- type: ChangeLog
  url: changelog/leadfriendly-com-changelog.yml
- type: Compliance
  url: https://www.leadfriendly.com/security
- type: Authentication
  url: authentication/leadfriendly-com-authentication.yml
- type: Conformance
  url: conformance/leadfriendly-com-conformance.yml
- type: LLMsTxt
  url: llms/leadfriendly-com-llms.txt
- type: MCPServer
  url: mcp/leadfriendly-com-mcp.yml
- type: SecurityTxt
  url: well-known/leadfriendly-com-security.txt
- type: SecurityTxt
  url: well-known/leadfriendly-com-leadfriendly-security.txt
- type: WellKnown
  url: well-known/leadfriendly-com-well-known.yml
- type: Hosts
  url: hosts/leadfriendly-com-hosts.yml
- type: Vendors
  url: vendors/leadfriendly-com-vendors.yml
- type: Security
  url: https://www.leadfriendly.com/security
- type: DeveloperPortal
  url: https://www.leadfriendly.com/developers
- type: ChangeLog
  url: https://www.leadfriendly.com/changelog
- type: TrustCenter
  url: security/leadfriendly-com-trust-center.yml
- type: VulnerabilityDisclosure
  url: security/leadfriendly-com-vulnerability-disclosure.yml
- type: DomainSecurity
  url: security/leadfriendly-com-domain-security.yml
- type: Website
  url: https://leadfriendly.com/
- type: Documentation
  url: https://www.leadfriendly.com/guides
- type: Pricing
  url: https://www.leadfriendly.com/pricing
- type: TermsOfService
  url: https://www.leadfriendly.com/terms
- type: PrivacyPolicy
  url: https://www.leadfriendly.com/privacy
- type: Blog
  url: https://www.leadfriendly.com/guides
- type: Support
  url: https://www.leadfriendly.com/contact
- type: GitHubOrganization
  url: https://github.com/leadfriendly
- type: GettingStarted
  url: https://www.leadfriendly.com/guides
- type: SignUp
  url: https://www.leadfriendly.com/pricing
apis:
- name: Lead Friendly MCP API
  description: Public MCP server for Lead Friendly — an agentic AI calling + CRM platform.
  humanURL: https://www.leadfriendly.com/developers
  baseURL: https://www.leadfriendly.com/api/mcp
  aid: leadfriendly-com:lead-friendly-mcp-api
- aid: leadfriendly-com:leadfriendly-com-api
  name: leadfriendly-com API
  description: 'leadfriendly-com API as documented publicly: 4 operations. Contract generated from the documentation by API
    Evangelist (2026-10-30);

    not the provider''s own document.'
  humanURL: https://www.leadfriendly.com/developers
  properties:
  - type: OpenAPI
    url: openapi/_ae-authored/leadfriendly-com-openapi-generated.yml
    x-provenance: generated
  - type: JSONSchema
    url: json-schema/leadfriendly-com-post-api-mcp-v1-request-schema.json
  - type: JSONSchema
    url: json-schema/leadfriendly-com-get-api-mcp-response-schema.json
  - type: JSONSchema
    url: json-schema/leadfriendly-com-get-api-mcp-v1-response-schema.json
  - type: JSONSchema
    url: json-schema/leadfriendly-com-post-api-mcp-request-schema.json
  - type: JSONSchema
    url: json-schema/leadfriendly-com-post-api-mcp-v1-response-schema.json
x-enrichment:
  date: '2026-10-30'
  status: enriched
  artifacts_added: 40
  pass: modular-v1
  engine: identity=oss,contract=oss,surfaces=oss,docs=oss,regulatory=oss

leadfriendly-com API — frequently asked questions

Does leadfriendly-com have an API?

Yes. APIs.io lists 2 APIs from leadfriendly-com, including Lead Friendly MCP API and leadfriendly-com API.

Is there an OpenAPI specification for the leadfriendly-com API?

Yes. APIs.io indexes 1 OpenAPI specification for leadfriendly-com, each linked for download from this page.

How do I authenticate with the leadfriendly-com API?

leadfriendly-com uses bearer-token authentication (1 scheme). The details are profiled on APIs.io as Leadfriendly Com Authentication.

Does leadfriendly-com have an MCP server?

Yes. APIs.io lists 1 MCP server for leadfriendly-com: Remote MCP server at www.leadfriendly.com.

Is the leadfriendly-com API ready for AI agents?

leadfriendly-com has a Kin Score of 44.2 out of 100 (developing) and an Agent Readiness score of 20.6 (agent-aware), scored by API Evangelist on 2026-10-31.

Work with this as data

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MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

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