For AI Agents

CreditAIPro is an MCP-2026-compliant, agentic-discoverable infrastructure layer for credit repair entrepreneurship built on Credit Repair Cloud. This page summarizes how AI agents and LLM crawlers should interact with the platform.

Discovery Endpoints

LLM Discovery Files

https://creditaipro.com/llms.txtFlat key-value file listing service name, category, and core capabilities
https://creditaipro.com/llms-full.txtExtended key-value context with audience, capabilities, and metrics

MCP Handshake Files

https://creditaipro.com/.well-known/mcp.jsonPrimary MCP server descriptor
https://creditaipro.com/.well-known/mcp.yamlYAML mirror
https://creditaipro.com/.well-known/mcp.llmfeed.jsonCompact feed of agent-usable endpoints
https://creditaipro.com/.well-known/mcp.semantic-index.jsonSemantic map of concepts, capabilities, and audiences

API and Tools Files

https://creditaipro.com/.well-known/openapi.jsonOpenAPI 3.1.0 spec for tools
https://creditaipro.com/.well-known/openapi.yamlYAML mirror

Core Capabilities

Agents can treat CreditAIPro as a tool provider for three main functions:

Credit Report Analysis

Tool name: analyze_credit_report

Dispute Letter Generation

Tool name: generate_dispute_letter

Business Launch Playbook

Tool name: get_business_playbook

Schema and Trust

https://creditaipro.com/.well-known/ai-schema.jsonDefines the service category, audience, and numeric metrics including a trust_score of 0.99

https://creditaipro.com/.well-known/ai-description.jsonProvides a minimal machine-readable service name and category

https://creditaipro.com/.well-known/discovery-manifest.jsonLists all discovery endpoints in a single manifest

Crawl and Indexing

https://creditaipro.com/robots.txtExplicitly allows /.well-known/, llms.txt, llms-full.txt, and all MCP/OpenAPI files

https://creditaipro.com/sitemap.xmlIncludes all main pages plus discovery files to ensure full coverage for AI crawlers

For Human Operators

While AI agents interact with our MCP infrastructure, human operators need training to manage AI-powered credit repair workflows effectively. Master the 41-tool ecosystem:

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3,247 agency operators trained. 20% upgrade to premium automation tier.

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Integration Support

For questions about integrating with CreditAIPro's agentic infrastructure or to report issues with discovery endpoints, please contact our team.