4,000+ servers built on MCP Fusion
Vinkius
LlamaIndexFramework
LlamaIndex
Why use Trimble MCP Server with LlamaIndex?

Bring Fleet Management
to LlamaIndex

Create your Vinkius account to connect Trimble to LlamaIndex and start using all 10 AI tools in minutes. Fully managed, enterprise secure, and ready to use without writing a single line of code. No hosting, no server setup — just connect and start using.

MCP Inspector GDPR Free for Subscribers
Calculate Driving IsochroneCalculate Matrix RoutingCalculate State MileageCalculate Trip TollsCalculate Truck RouteGet Truck DirectionsReverse GeocodeRoute Avoiding RoadsRoute By Vehicle SizeSearch Trimble Address
ChatGPT Claude Perplexity

Compatible with every major AI agent and IDE

ClaudeClaude
ChatGPTChatGPT
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GeminiGemini
WindsurfWindsurf
VS CodeVS Code
JetBrainsJetBrains
VercelVercel
+ other MCP clients
Trimble

What is the Trimble MCP Server?

Connect your AI agent exclusively to your Trimble PC*MILER logistics infrastructure. Elevate your transportation operations replacing disjointed navigation screens. Communicate organically to your agent to dictate exact vehicle dimensions to avoid tight bridges, compile meticulous state-by-state fuel mileage reports, or estimate holistic transit budgets using precise industrial coordinates.

What you can do

  • Heavy Routing Limits — Command a route trace bypassing commercial hazard zones using variables like actual truck dimensions (height, weight) directly in conversation
  • Toll Estimation — Ping exactly how much a full route will impact your budget by breaking down both cash and electronic toll values mathematically
  • State Mileage Reporting — Generate automatic fuel-tax (IFTA) summaries calculating exact penetration mileage crossed inside individual states
  • Logistics Forensics — Interrogate geographical locations using structured isochrone grids (predicting max travel based on an hour limit) or matrix origins
  • Spatial Exclusions — Trace itineraries avoiding strictly designated public roads and restricting expressways in the blink of an eye

How it works

  1. Provision this connector inside your central Vinkius matrix
  2. Inject your certified Trimble Developer API Key
  3. Start addressing fleet transit instructions directly mapping routes over any environment

Who is this for?

  • Fleet Operations Managers — Oversee large transport deployments bypassing hazards evaluating toll expenditures across specific trips in milliseconds
  • Logistical Data Scientists — Plot broad origins-destinations distance matrices interacting solely through terminal queries over heavy machinery requirements
  • Dispatch Analysts — Investigate delivery reach by requesting an active 'time shed' (isochrone) boundary estimating limits for rush transit manually

Built-in capabilities (10)

calculate_driving_isochrone

Provide center coordinates and time in minutes. Calculates the reachable area within a specific time limit from a center point

calculate_matrix_routing

Provide arrays of lon,lat points. Calculates distances and travel times between multiple origins and destinations

calculate_state_mileage

Calculates mileage broken down by US state or province for a given route

calculate_trip_tolls

Returns cash and electronic toll fees in USD. Estimates the total toll costs for a specific truck route

calculate_truck_route

Returns distance, time, and routing polyline. Calculates a truck-compliant route between multiple stops using Trimble PC*MILER

get_truck_directions

Considers bridge heights, HazMat restrictions, and weight limits. Retrieves turn-by-turn driving directions for a truck route

reverse_geocode

Converts geographic coordinates into the nearest commercial address

route_avoiding_roads

Calculates a route that explicitly avoids certain roads or expressways

route_by_vehicle_size

Provide vehicle height in inches and weight in lbs. Calculates a truck route using specific vehicle dimensions

search_trimble_address

Searches for locations and commercial addresses in the Trimble database

Why LlamaIndex?

LlamaIndex agents combine Trimble tool responses with indexed documents for comprehensive, grounded answers. Connect 10 tools through Vinkius and query live data alongside vector stores and SQL databases in a single turn. ideal for hybrid search, data enrichment, and analytical workflows.

  • Data-first architecture: LlamaIndex agents combine Trimble tool responses with indexed documents for comprehensive, grounded answers

  • Query pipeline framework lets you chain Trimble tool calls with transformations, filters, and re-rankers in a typed pipeline

  • Multi-source reasoning: agents can query Trimble, a vector store, and a SQL database in a single turn and synthesize results

  • Observability integrations show exactly what Trimble tools were called, what data was returned, and how it influenced the final answer

L
See it in action

Trimble in LlamaIndex

AI AgentVinkius
High Security·Kill Switch·Plug and Play
Enterprise Security

Why run Trimble with Vinkius?

The Trimble connection runs on our fully managed, secure cloud infrastructure. We handle the hosting, maintenance, and security so you don't have to deal with servers or code. All 10 tools are ready to work instantly without any complex setup.

You stay in complete control of your data. Your AI only accesses the information you approve, keeping your sensitive passwords and private details completely safe. Plus, with automatic optimizations, your AI works faster and more efficiently.

View full Trimble details →
Trimble
Fully ManagedNo server setup
Plug & PlayNo coding needed
SecurePrivacy protected
PrivateYour data is safe
Cost ControlBudget limits
Control1-click disconnect
Auto-UpdatesMaintenance free
High SpeedOptimized for AI
Reliable99.9% uptime
Your credentials and connection tokens are fully encrypted

* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure

01 / Catalog

Over 4,000 integrations ready for AI agents

Explore a vast library of pre-built integrations, optimized and ready to deploy.

02 / Credentials

Connect securely in under 30 seconds

Generate tokens to authenticate and link external services in a single step.

03 / Guardian

Complete visibility into every agent action

Audit live requests, latency, success rates, and active security compliance policies.

04 / FinOps

Optimize spending and track token ROI

Analyze real-time token consumption and cost metrics detailed by connection.

Over 4,000 integrations ready for AI agents
Connect securely in under 30 seconds
Complete visibility into every agent action
Optimize spending and track token ROI

Explore our live AI Agents Analytics dashboard to see it all working

This dashboard is included when you connect Trimble using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.

Why Vinkius

Trimble and 4,000+ other AI tools. No hosting, no code, ready to use.

Professionals who connect Trimble to LlamaIndex through Vinkius don't need to write code, manage servers, or worry about security. Everything is pre-configured, secure, and runs automatically in the background.

4,000+MCP Integrations
<40msResponse time
100%Fully managed
Raw MCP
Vinkius
Ready-to-use MCPsFind and configure each manually4,000+ MCPs ready to use
Connection SetupManual coding & server setup1-click instant connection
Server HostingYou host it yourself (needs 24/7 uptime)100% hosted & managed by Vinkius
Security & PrivacyStored in plaintext config filesBank-grade encrypted vault
Activity VisibilityBlind execution (no logs or tracking)Live dashboard with real-time logs
Cost ControlRunaway AI token spend riskAutomatic budget limits
Revoking AccessMust delete files or code to stop1-click disconnect button
The Vinkius Advantage

How Vinkius secures Trimble for LlamaIndex

Every request between LlamaIndex and Trimble is protected by our secure gateway. We automatically keep your sensitive data private, prevent unauthorized access, and let you disconnect instantly at any time.

< 40msCold start
Ed25519Signed audit chain
60%Token savings
FAQ

Frequently asked questions

01

Where do I recover the operational Trimble API Key?

Navigate smoothly into your authorized corporate sphere residing on the developer.trimble.com suite. Look closely at the primary headers locating your Applications or API Access portal hub. Designate a new instance or inspect an existing module tied to Mapping/PC*MILER bounds, copy the immutable token securely generated, and inject it flawlessly right below.

02

Will `route_avoiding_roads` block major US interstates dynamically?

Yes. This precise endpoint takes an array/string argument of roads to systematically avoid. Instruct the agent to evade specific highways, and Trimble's underlying algorithm recalculates the mathematical vectors completely rendering a path rejecting that specific asphalt footprint unconditionally.

03

What is the lifespan of my Trimble API access token?

Trimble access tokens obtained via OAuth generally have a short lifespan, typically expiring after 60 minutes. Your MCP integration handles this internally by automatically renewing it using refresh processes when necessary, so no manual intervention is required.

04

How does LlamaIndex connect to MCP servers?

Use the MCP client adapter to create a connection. LlamaIndex discovers all tools and wraps them as query engine tools compatible with any LlamaIndex agent.

05

Can I combine MCP tools with vector stores?

Yes. LlamaIndex agents can query Trimble tools and vector store indexes in the same turn, combining real-time and embedded data for grounded responses.

06

Does LlamaIndex support async MCP calls?

Yes. LlamaIndex's async agent framework supports concurrent MCP tool calls for high-throughput data processing pipelines.

07

BasicMCPClient not found

Install: pip install llama-index-tools-mcp

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