⚡ Deterministic Model Context Protocol (MCP) + REST

Machine-Readable Regulatory Truth
For Autonomous AI Agents

Equip your AI procurement bots, LLM workflows, and facilities maintenance systems with deterministic, real-time license verification across California, Florida, Texas, New York, Massachusetts, Illinois, Arizona, and Federal SAM.gov / OSHA safety registries in sub-2ms.

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Official Regulatory Coverage

Areas & Government Registries We Serve

LicenseGround delivers direct, machine-readable regulatory intelligence across 7 high-liability states and federal enforcement authorities in sub-2ms.

California (CSLB)
Contractors State License Board. All 44 trade classes, SB 216 mandatory workers' comp, $25k surety bonds, citation dockets.
Florida (DBPR)
Department of Business & Professional Regulation. Certified vs Registered GCs, CCC Roofers, CAC HVAC, post-hurricane fraud checks.
Texas (TDLR)
Texas Dept of Licensing & Regulation. Master Electricians (TECL), Class A/B HVAC (TACLA/B), commercial liability filings.
New York (NYC DOB)
NYC Dept of Buildings. GC Tracking Numbers, Licensed Master Plumbers (LMP), Full/Partial Stop Work Orders, NYSIF workers' comp.
Massachusetts (OPSI / ISD)
Office of Public Safety & Inspections & Boston ISD. Unrestricted CSL, Home Improvement Contractor (HIC), Guaranty Fund.
Illinois (Chicago DOB)
City of Chicago Dept of Buildings. Municipal Code 4-36 tiered licensing (Class A Unlimited to Class E $500k), Supervising Electricians.
Arizona (ROC)
Registrar of Contractors. Commercial B-1, Residential B-2, Dual KB-1, CR specialty trades, $9k-$100k bond sliding scale.
Federal SAM & OSHA
SAM.gov EPLS Debarment (FAR 52.209-6), CAGE code & UEI validation, OSHA Willful/Repeat safety violation auditing, SVEP screening.
Zero-Friction FastMCP Integration

Plug LicenseGround Directly Into Your AI Agents

One copy-paste configuration connects Claude Desktop, Cursor, LangChain, or CrewAI directly to deterministic government registry ground truth.

Try Playground ↓ 

      

      

        File: %APPDATA%\Claude\claude_desktop_config.json (Windows) or ~/Library/Application Support/Claude/claude_desktop_config.json (Mac)
        ✓ SSE & Stdio Protocol Compatible • FastMCP 2.2
      

    

  


  
  

    

      High-Liability Enterprise Verticals
      
Deterministic Pre-Flight Gating Before You Commit Funds

      

        Autonomous AI agents that execute disbursements, work orders, or federal bids cannot rely on probabilistic LLMs. One compliance oversight creates catastrophic corporate liability.
      

    


    

      
      

        

          

            FINTECH & AP AGENTS
            Tipalti / Stampli / Ramp
          

          
Accounts Payable & Milestone Releases

          

            
THE CORPORATE RISK:

            
Releasing a $50k milestone to a contractor whose license lapsed or surety bond cancelled yesterday voids insurance shields and invites stop-work liens.

          

          

            Autonomous ERP agents query LicenseGround as a strict pre-flight authorization gate. If status is not active, workers' comp is missing, or disciplinary citations are open, payment release is halted.
          

        

        

          Rule: status === "ACTIVE" && workers_comp === true
        

      


      
      

        

          

            PROPTECH & DISPATCH
            ServiceChannel / Corrigo
          

          
Commercial Property Work Orders

          

            
THE CORPORATE RISK:

            
Multi-location retailers (Target, Starbucks) auto-dispatch emergency plumbing or HVAC. Unbonded or cited subs who cause water/fire damage trigger multi-million dollar negligence suits.

          

          

            Dispatch routing agents verify exact trade classification (e.g. C-10 Electrical, C-36 Plumbing), city-specific licenses (NYC DOB, Chicago 4-36), and OSHA willful safety violation history in milliseconds.
          

        

        

          Rule: surety_bond >= $25000 && osha_citations === 0
        

      


      
      

        

          

            GOVTECH & DEFENSE
            FAR / DFARS / SAM.gov
          

          
Automated Proposal & RFP Assembly

          

            
THE CORPORATE RISK:

            
Submitting a public infrastructure bid containing a debarred sub-tier vendor violates FAR 52.209-6, resulting in immediate proposal rejection, debarment, and False Claims Act penalties.

          

          

            Defense proposal generation agents query SAM.gov EPLS exclusions and CAGE code databases in real time to filter subcontractors prior to proposal submission.
          

        

        

          Rule: sam_epls_excluded === false && cage_active === true
        

      

    

  


  
  

    

      

        

          
Interactive Regulatory Console & Schema Inspector

          
Inspect live responses, deterministic JSON schemas, error state simulations, and latency benchmarks.

        


        
        

          
          
          
          
        

      


      
      

        Quick Samples:
        
        
        
        
        
        
        
      


      
      

      
      

        

          
          
        

        

          
          
        

        

          
          
        

        

          
        

      


      
      

        
// Click "Verify Now" to inspect the machine-readable response payload...

      

    

  


  
  

    

      

        Authoritative Architecture
        
Guides

        
Exhaustive technical & statutory protocols (1,500+ words each) for enterprise procurement.

      

      View All Guides →
    


    

            

        

          

            Guide
            10 min read
          

          

            
              The Autonomous Agent Procurement Protocol: How AI Agents Verify Trade Contractors in Real Time            
          

          

            A plain-English guide for software teams and facility managers on how AI agents verify contractor licenses in California, Florida, and Te...          

        

        

          Autonomous AI Agents & MCP Protocols

          1,812 words
        

      

            

        

          

            Guide
            9 min read
          

          

            
              California CSLB Contractor Compliance Master Guide: Class A, B, Specialty Trades, and Senate Bill 216 Rules            
          

          

            A plain-English master guide to California Contractors State License Board (CSLB) rules, B&P Code 7031 disgorgement, SB 216 workers comp ...          

        

        

          California CSLB Licensing & Mandates

          1,633 words
        

      

            

        

          

            Guide
            9 min read
          

          

            
              Florida DBPR Contractor Licensing & Fraud Prevention Handbook: Chapter 489 Rules and Post-Storm Compliance            
          

          

            A plain-English guide to Florida DBPR contractor licensing, Chapter 489 regulations, Certified vs Registered licenses, and post-hurricane...          

        

        

          Florida DBPR & Hurricane Fraud Prevention

          1,670 words
        

      

            

        

          

            Guide
            8 min read
          

          

            
              Texas TDLR Trade Licensing & Municipal Reciprocity: Electrical, HVAC, and Municipal City Rules            
          

          

            A plain-English guide to Texas TDLR licensing for electrical and HVAC trades, SODA API integration on data.texas.gov, and municipal city ...          

        

        

          Texas TDLR & Municipal Trade Compliance

          1,544 words
        

      

            

        

          

            Guide
            9 min read
          

          

            
              Enterprise Subcontractor Compliance & Insurance Policy Scoring: Why Paper COIs Fail and How to Build Automated Risk Gates            
          

          

            A plain-English guide for general contractors and facility managers on why paper Certificates of Insurance (COIs) fail and how to automat...          

        

        

          B2B Risk Evaluation & Insurance Verification

          1,745 words
        

      

          

  


  
  

    

      Transparent Metering
      
Self-Serve API Tiers for AI Agents

      
Start with 500 trial lookups via $0 card verification, then scale with automated Stripe top-ups.

    


    
    

      

        $0 Card-on-File Verification
        
Developer Trial: 500 Verified Lookups

        

          $0.00 charged today. Stripe card-on-file identity verification stops automated bot abuse and immediately unlocks 500 live verified queries across CA, FL, TX, NY, MA, IL, AZ, and Federal SAM.gov/OSHA databases.
        

      

      

        
      

    


    

      
      

        
Growth Tier

        
For emerging AI agent projects & startups

        
$49

        
1,000 Verified Lookups ($0.049/call)

        
    
          
  • ✓ All 7 States: CA, FL, TX, NY, MA, IL, AZ
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  • ✓ Sub-2ms Persistent SQLite Cache
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  • ✓ Workers' Comp Mandate (SB 216 & NYSIF)
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  • ✓ FastMCP Stdio & SSE Support
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          MOST POPULAR
        

        
Scale Tier

        
For high-volume dispatch & procurement

        
$199

        
5,000 Verified Lookups ($0.039/call)

        
    
          
  • ✓ Everything in Growth Tier
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  • ✓ Federal SAM.gov Debarment Auditing
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  • ✓ OSHA Willful Safety Citation Checks
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  • ✓ NYC Stop Work Order (SWO) Alerts
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  • ✓ Automated Spend Ceiling Alarms
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Enterprise Tier

        
For nationwide facility & insurance networks

        
$499

        
15,000 Verified Lookups ($0.033/call)

        
    
          
  • ✓ Everything in Scale Tier
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  • ✓ Dedicated High-Throughput Cluster
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  • ✓ Custom Compliance Rule Evaluation
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  • ✓ SLA Guarantee & Priority Support
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      Anti-Abuse Verification
      
Claim Your 500 Trial Lookups

      

        Complete a $0 card-on-file verification via Stripe to prove developer identity and unlock 500 live verified queries instantly. Zero dollars charged.
      

      
      

        
      


      

        

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