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  1. Home
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  3. NDI MCP Server
  4. vs Disruption Intelligence MCP
Side-by-Side Model Context Protocol Comparison

NDI MCP Server vs Disruption Intelligence MCP

In-depth architectural comparison of the NDI MCP Server and Disruption Intelligence MCP MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

At a Glance & Executive Verdict

NDI MCP Server
Real Estate · Local stdio
Quality: 35/100 (Fair) | Auth: No auth required
Disruption Intelligence MCP
Real Estate · Local stdio
Quality: 61/100 (Good) | Auth: No auth required
Verdict Summary: Choose NDI MCP Server if you need specialized Real Estate tools running via a local process. Choose Disruption Intelligence MCP if your workspace requires Real Estate integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

NDI MCP Server logo

Choose NDI MCP Server when:

  • You need dedicated capabilities in the Real Estate domain.
  • You prefer local stdio subprocess transport architecture.
  • Your security boundary fits: No auth required (Free / Open Source).
  • Primary tools included: search_deals, get_deal, search_comps.
Explore NDI MCP Server Details
Disruption Intelligence MCP logo

Choose Disruption Intelligence MCP when:

  • You need dedicated capabilities in the Real Estate domain.
  • You prefer local stdio subprocess transport architecture.
  • Your security boundary fits: No auth required (Free / Open Source).
  • Primary tools included: get_api_status, get_discovery_metadata, inspect_x402_challenge.
Explore Disruption Intelligence MCP Details

Feature & Specification Comparison

Specification
NDI MCP Server logo
NDI MCP Server
Real Estate
Disruption Intelligence MCP logo
Disruption Intelligence MCP
forgemeshlabs
Real Estate
Summary
Category & ScopeReal EstateReal Estate
Quality signal

Tools & Capabilities Breakdown

NDI MCP Server Tools (13)

search_deals
Find active listings by state, type, score, price, cap rate
get_deal
Full deal details + scoring breakdown + sell signal
search_comps
118K+ closed transactions for benchmarking
score_deal
Submit any deal for AI scoring
get_market_benchmarks
Cap rate + PSF benchmarks by state/type
find_1031_candidates
Ranked replacement properties for 1031 exchange

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

NDI MCP Server Configuration
mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "ndi-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "ndi-mcp-server"
      ]
    }
  }
}
Disruption Intelligence MCP Configuration
mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "forgemeshlabs-disruption-intelligence-mcp": {
      "command": "npx",
      "args": [
        "@forgemeshlabs/disruption-intelligence-mcp"
      ]
    }
  }
}

Frequently Asked Questions

NDI MCP Server is categorized under Real Estate and uses a local stdio subprocess. In contrast, Disruption Intelligence MCP belongs to Real Estate using local stdio subprocess. Select NDI MCP Server when you need capabilities focused on real estate and Disruption Intelligence MCP when you require tools for real estate.

More alternatives to NDI MCP ServerMore alternatives to Disruption Intelligence MCPReal Estate category hubCanonical compare URL

Related MCP Server Comparisons

Popular comparisons with NDI MCP Server

  • Dealflowpro MCP Server logoNDI MCP Server vs Dealflowpro MCP Server
  • Tu Lugar logoNDI MCP Server vs Tu Lugar
  • Lotlytics — US Real Estate Market Data & Investment Analytics logoNDI MCP Server vs Lotlytics — US Real Estate Market Data & Investment Analytics
  • Lupaph MCP logoNDI MCP Server vs Lupaph MCP

Popular comparisons with Disruption Intelligence MCP

35/100 (Fair)
61/100 (Good)
Transport ProtocolLocal Subprocess (stdio)Local Subprocess (stdio)
Auth RequirementNo auth requiredNo auth required
Pricing ModelFree / Open SourceFree / Open Source
Required Env VarsNone requiredNone required
Compatible Clients
Claude DesktopCursorWindsurfClineVS Code
Claude DesktopCursorWindsurfClineVS Code
Install path signalnpx · lownpx · high
Engagement & Health 2 views 0 copies 0 upvotes 0 stars 2 views 0 copies 0 upvotes 1 stars
Verified / OfficialCommunity ListingCommunity Listing
Open full listingView NDI MCP Server ListingView Disruption Intelligence MCP Listing
get_sell_signal
Sell probability for a specific listing
get_market_summary
State-level market overview
get_comps
Closed comp lookup — 118K+ records, up to 10/call
get_submarket_intel
Submarket profile: cap rates, comp velocity, score dist
get_oz_deals
Opportunity Zone deals + OZ+1031 crossover flags
batch_score_deals
Score up to 10 deals in one call
+1 more tools listed on main page

Disruption Intelligence MCP Tools (14)

get_api_status
Check the hosted Disruption Intelligence API health endpoint. Free.
get_discovery_metadata
Fetch free discovery metadata from index.json, llms.txt, openapi.json, and x402 well-known metadata. Free.
inspect_x402_challenge
Make an unpaid request to a paid endpoint and return the structured x402 payment challenge. Does not settle payment.
analyze_territory_disruption
Thin wrapper for GET /territory/:zip/disruption?radius=. Paid endpoint; returns x402 challenge in default non-settling mode.
search_company_context
Thin wrapper for GET /companies/search?q=. Paid endpoint; returns x402 challenge in default non-settling mode.
get_company_risk_summary
Thin wrapper for GET /companies/:id/intelligence. Paid endpoint; returns x402 challenge in default non-settling mode.
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.
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.
get_event_timeline
Thin wrapper for GET /events/:id/timeline. Paid endpoint; returns x402 challenge in default non-settling mode.
search_gold_inventory
Compatibility tool for free inventory-only Ripple Signal search. Returns counts and unlock pricing without revealing signal details.
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.
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.
+2 more tools listed on main page
Dealflowpro MCP Server logoDisruption Intelligence MCP vs Dealflowpro MCP Server
  • Reel Estate MCP logoDisruption Intelligence MCP vs Reel Estate MCP
  • Evlek — Northern Cyprus Property MCP Server logoDisruption Intelligence MCP vs Evlek — Northern Cyprus Property MCP Server
  • Propstack MCP logoDisruption Intelligence MCP vs Propstack MCP
  • Commercial real estate deal search, comp lookup, and scoring for the Northeast US
    AI-native commercial disruption intelligence for MCP clients and x402-powered agents. Supports WARN/layoff intelligence, company context, geospatial territory disruption, and x402 payment challenge inspection via the hosted Forgemesh API.