// architecture

Built for the agent era

DeepBreadth exposes 136 tools via a production MCP server. Your AI assistant — Claude, ChatGPT, or any MCP-compatible agent — connects directly to your deal pipeline, CRM, and market data.

Agent-First Interface

The AI agent is the primary user. 146 tools handle prospecting, underwriting, deal management, and outreach. The dashboard is one of many windows into the system.

MCP Server — 136 Tools

Production MCP server with OAuth 2.1, API key, and JWT auth. Claude Desktop, the Claude web app, and ChatGPT connect natively. 55 write operations require human confirmation.

3-Tier Model Routing

Haiku for fast lookups (~70%), Sonnet for synthesis (~25%), Opus for complex reasoning (~5%). Prompt caching cuts inference costs ~46%. Every token is optimized.

Immutable Audit Trail

Every tool call — agent, MCP, or UI — is logged with full I/O, user, org, model, and token count. Confirmation-gated writes. Row-level security at the database engine.

mcp.tools.list()
> Connected to DeepBreadth MCP Server
> 136 tools available // 80 read-only, 55 confirmable, 3 meta
// sample tool calls
search_contacts("MHP owners in Nashville")
run_underwriting_analysis(deal_id) // DCF, IRR, sensitivity
generate_bov(listing_id) // 3-approach valuation
get_conviction_insights() // rising, falling, needs attention
suggest_buyers_for_listing(listing_id) // 100-point match scoring
adjust_conviction_score(owner_id, +20) // requires confirmation

Why MCP-native matters for your firm

The CRE industry is shifting from human-navigated software to agent-driven systems. MCP (Model Context Protocol) is the open standard that lets AI agents use tools — the same way a browser uses URLs. A platform built on MCP doesn't just support AI. It was designed so AI agents can run your pipeline, underwrite your deals, and manage your relationships directly — with human judgment reserved for the decisions that actually require it.

146
Agent tools
Every CRE workflow — from prospecting to close — is an executable tool
136
MCP-exposed
Your external AI agents connect and operate with the same capabilities
55
Human-confirmed
Write operations require your approval — the agent proposes, you decide