Disruption Intelligence

AI-native commercial disruption intelligence for MCP clients and x402-powered agents.

Disruption Intelligence MCP gives AI agents access to commercial disruption signals through an MCP server backed by the hosted Forgemesh API. It supports WARN/layoff intelligence, company context, geospatial territory disruption, location-only Ripple Index cards, Ripple Signals, Ripple Paths, Disruption Intelligence Ripple Reports, x402 payment challenge inspection, and economic signal workflows without exposing private scoring logic, ingestion systems, schemas, or infrastructure.

This package is a thin client around the hosted API:

https://disruption.forgemesh.io

Architecture:

Agent/MCP client -> this MCP server -> hosted Disruption Intelligence API

The MCP package does not contain engine internals, scoring logic, ingestion architecture, database schema, private topology, wallet addresses, or secrets.

Install

npm install -g @forgemeshlabs/disruption-intelligence-mcp

Published package:

https://www.npmjs.com/package/@forgemeshlabs/disruption-intelligence-mcp

Source repo:

https://github.com/forgemeshlabs/disruption-intelligence-mcp

Local development:

npm install
npm run build
node dist/index.js

Claude Desktop

Example config:

{
  "mcpServers": {
    "disruption-intelligence": {
      "command": "npx",
      "args": ["@forgemeshlabs/disruption-intelligence-mcp"],
      "env": {
        "DISRUPTION_API_BASE": "https://disruption.forgemesh.io"
      }
    }
  }
}

See examples/claude-desktop-config.json.

Tools

Tool	Endpoint	Cost behavior
get_api_status	GET /health	Free
get_discovery_metadata	GET /index.json, /llms.txt, /openapi.json, /.well-known/x402.json	Free
inspect_x402_challenge	Unpaid request to a paid endpoint	Returns x402 challenge metadata
analyze_territory_disruption	GET /territory/:zip/disruption?radius=	Paid; challenge-first by default
search_company_context	GET /companies/search?q=	Paid; challenge-first by default
get_company_risk_summary	GET /companies/:id/intelligence	Paid; challenge-first by default
get_event_severity	GET /events/:id/severity	Paid; challenge-first by default; paid output includes confidence-rated industry_classification
get_event_company_intel	GET /events/:id/company-intel	Paid; challenge-first by default; paid output includes confidence-rated industry_classification
get_event_timeline	GET /events/:id/timeline	Paid; challenge-first by default
search_gold_inventory	GET /ripple/search?q=	Compatibility tool name; free Ripple inventory counts and unlock pricing only
get_ripple_index	GET /ripple/index?q=&scope=&limit=	Paid at $0.01; challenge-first by default; returns location-only Ripple index cards
get_gold_signals	GET /ripple/signals?q=&limit=&state=	Compatibility tool name; paid at $0.10; challenge-first by default; returns Ripple Signals after settlement
get_gold_brief	GET /ripple/brief?q=&scope=&limit=	Compatibility tool name; paid at $0.25; challenge-first by default; returns a Disruption Intelligence Ripple Report after settlement
get_gold_sector_impacts	GET /ripple/signals/:id/sector-impacts	Compatibility tool name; paid at $0.15; challenge-first by default; returns Ripple Paths after settlement

Ripple Output

Free Ripple search is intentionally inventory-only. It returns counts, freshness, and unlock pricing without exposing commercial angles, evidence categories, source mix, signal IDs, company names, or raw source records.

get_ripple_index unlocks a low-cost location-only index for choosing where to dig next. It can return signal IDs, event IDs, regions, states, signal types, freshness/depth/confidence/score bands, and unlock URLs, while withholding company names, employee counts, commercial angles, sector names, spend areas, source records, and impact paths.

Paid Ripple endpoints expose distilled commercial intelligence. get_gold_signals returns Ripple Signal summaries, confidence bands, compact evidence labels, and Ripple Path inventory with an unlock endpoint. get_gold_sector_impacts unlocks the deeper operational map for one signal, including downstream spend categories such as fuel, food service, uniforms, maintenance, IT, logistics, office supplies, telecom, insurance, legal, cleaning, travel, and related vendor categories.

Industry Classification Output

Paid event-level API responses now include industry_classification when event context is available. The hosted API returns the industry label, NAICS fields when present, derivation method, confidence level, source text when relevant, and a coverage note. The MCP remains a thin client: it does not infer industries locally and does not rewrite hosted WARN data.

Free vs Paid Behavior

Default mode is safe and non-settling. Free endpoints return API data directly. Paid endpoints are requested without payment credentials, so the hosted API can return an x402 402 Payment Required challenge.

When payment is required, this MCP returns structured payment instructions and challenge metadata instead of dumping an upstream error. It does not require a private key and does not settle payments.

Future paid execution should be opt-in and delegated to a trusted wallet or payment client.

Configuration

DISRUPTION_API_BASE=https://disruption.forgemesh.io

No wallet private key is required or accepted by this package. Paid endpoint calls return x402 challenge metadata for an external wallet or payment client to settle.

API Docs

API docs and product context:

https://github.com/forgemeshlabs/disruption-intelligence

Hosted API:

https://disruption.forgemesh.io

Security Boundary

This repository is an agent-facing thin client wrapper around the hosted API. It intentionally excludes engine code, scoring formulas, ingestion internals, database details, operational topology, wallet addresses, private keys, and secrets.