Disruption Intelligence Mcp

io.github.forgemeshlabsPublished by GitHub account forgemeshlabsv0.1.11Updated Nov 3, 2026

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

VerifiedSTDIODesktop onlyData & Analytics Business & Commerce

Server details

Identifier: io.github.forgemeshlabs/disruption-intelligence-mcp
Transport: STDIO
Runtime: Desktop only
Trust: Verified
Published: Sep 16, 2026

Security note

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Overview

Disruption Intelligence's local MCP server; no sign-in required; STDIO; 14 tools.

No AI overview yet: these facts come from the registry entry and the server itself.

Installation

In SourceWeft

Open Disruption Intelligence Mcp in the dashboard and add it to a workspace.
Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

Disruption Intelligence MCP

[M8ven Score] [mcpservers.org]

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

Published package:

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

Source repo:

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

Local development:

Claude Desktop

Example config:

json

{  "mcpServers": {    "disruption-intelligence": {      "command": "npx",      "args": ["@forgemeshlabs/disruption-intelligence-mcp"]    }  }}

{  "mcpServers": {    "disruption-intelligence": {      "command": "npx",      "args": ["@forgemeshlabs/disruption-intelligence-mcp"]    }  }}

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

No environment variables are read. The API base URL is fixed to https://disruption.forgemesh.io; every request is bounded (60 s timeout, 2 MB response cap, no redirects) and inspect_x402_challenge only accepts a plain path on that host.

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.

Source: README.md at commit fe815ab

Tools

get_api_status

Check the hosted Disruption Intelligence API health endpoint. Free.

Takes no parameters.

get_discovery_metadata

Fetch free discovery metadata from index.json, llms.txt, openapi.json, and x402 well-known metadata. Free.

Takes no parameters.

inspect_x402_challenge

Make an unpaid request to a paid endpoint and return the structured x402 payment challenge. Does not settle payment.

Parametersendpoint

analyze_territory_disruption

Thin wrapper for GET /territory/:zip/disruption?radius=. Paid endpoint; returns x402 challenge in default non-settling mode.

Parametersziprequiredradius

search_company_context

Thin wrapper for GET /companies/search?q=. Paid endpoint; returns x402 challenge in default non-settling mode.

Parametersqrequired

get_company_risk_summary

Thin wrapper for GET /companies/:id/intelligence. Paid endpoint; returns x402 challenge in default non-settling mode.

Parametersidrequired

get_event_severity

Thin wrapper for GET /events/:id/severity. Paid endpoint; enriched paid responses include industry_classification with method, confidence, and coverage_note. Returns x402 challenge in default non-settling mode.

Parametersidrequired

get_event_company_intel

Thin wrapper for GET /events/:id/company-intel. Paid endpoint; enriched paid responses include event industry_classification with method, confidence, and coverage_note. Returns x402 challenge in default non-settling mode.

Parametersidrequired

get_event_timeline

Thin wrapper for GET /events/:id/timeline. Paid endpoint; returns x402 challenge in default non-settling mode.

Parametersidrequired

search_gold_inventory

Compatibility tool for free inventory-only Ripple Signal search. Returns counts and unlock pricing without revealing signal details.

Parametersq

get_ripple_index

Thin wrapper for GET /ripple/index. Paid endpoint currently priced at $0.01; returns location-only Ripple index cards with signal IDs, bands, and unlock URLs while withholding companies, employee counts, commercial angles, and impact paths.

Parametersqlimitscope

get_gold_signals

Compatibility tool for GET /ripple/signals. Paid endpoint currently priced at $0.10; returns Ripple Signals and Ripple Path inventory, challenge-first by default.

Parametersqlimitstate

get_gold_brief

Compatibility tool for GET /ripple/brief. Paid endpoint currently priced at $0.25; returns a Disruption Intelligence Ripple Report, challenge-first by default.

Parametersqlimitscope

get_gold_sector_impacts

Compatibility tool for GET /ripple/signals/:id/sector-impacts. Paid endpoint currently priced at $0.15; returns Ripple Paths with deep operational spend and downstream sector impacts for one signal, challenge-first by default.

Parametersidrequired

Version history

v0.1.11LatestNov 3, 2026
v0.1.10Oct 8, 2026
v0.1.8Sep 16, 2026

Score

90% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

Reached in the last 30 days25 pts
Auth declared10 pts
Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.
Tools listedRequired15 pts
DescriptionRequired15 pts
Logo10 pts
Documentation15 pts
License10 pts