Connect Graphhopper to AI agents

Connect Graphhopper to Claude, Codex, Cursor, or other AI agents for your entire team. Metorial security, governance, observability, and gives your team a unified Magic MCP url to connect.

Supported Tools

optimize_routes

Optimize Routes

Solve vehicle routing problems (VRP) including traveling salesman problems. Assigns services and shipments to vehicles while respecting constraints like time windows, capacities, skills, and vehicle limits. Handles pickup-and-delivery problems, multiple vehicles, multiple depots, and various optimization objectives.

cluster_locations

Cluster Locations

Group customer locations into clusters based on geographic proximity using road network distances. Useful for territory planning, field team optimization, or breaking down large routing problems into smaller manageable groups. Supports capacity constraints (min/max quantity per cluster) and predefined cluster centers.

calculate_matrix

Calculate Matrix

Compute distance and travel time matrices between multiple locations. Supports symmetric (NxN) and asymmetric matrices with separate origin/destination sets. Returns distances in meters, times in seconds, and routing weights. Useful for comparing travel times between many locations or as input for route optimization.

match_gps_trace

Match GPS Trace

Snap measured GPS points to the road network (map matching). Takes a GPX file content and returns the matched route on the digital road network. Useful for cleaning noisy GPS data, reconstructing traveled routes, or attaching road attributes (street names, elevation, speed limits) to GPS traces.

geocode

Geocode

Convert addresses to coordinates (forward geocoding) or coordinates to addresses (reverse geocoding). Supports multiple providers, country filtering, bounding box filtering, and OSM tag filtering. Use for address lookup, place search, or finding what is at a given coordinate.

calculate_route

Calculate Route

Calculate the best route between two or more points. Returns distance, travel time, route geometry, and turn-by-turn instructions. Supports different vehicle profiles (car, bike, foot, truck, etc.), alternative routes, round trips, via-point optimization, and custom routing models. Points use **[longitude, latitude]** order (GeoJSON convention).

calculate_isochrone

Calculate Isochrone

Generate isochrone (equal travel time) or isodistance (equal distance) polygons from a starting point. Shows how far you can travel within a given time or distance using a specific vehicle profile. Useful for reachability analysis, service area visualization, and site selection.

More integrations teams use with Graphhopper

GitHub

Manage repositories, issues, and pull requests. Create and configure branches, star repositories, review code, and merge changes. Automate CI/CD workflows with GitHub Actions, manage workflow runs, secrets, and artifacts. Track issues with labels, milestones, and assignees. Search across code, repositories, issues, and users. Manage organizations, teams, and memberships. Create and manage projects, gists, packages, deployments, and environments. Access security alerts including code scanning, secret scanning, and Dependabot alerts. Read and write file contents in repositories. Manage webhooks, notifications, and codespaces.

Sharepoint

Manage SharePoint sites, document libraries, lists, and files. Create, read, update, and delete lists and list items with custom columns. Upload, download, move, copy, and version files in document libraries. Search across sites, files, folders, lists, and list items using Microsoft Search. Manage permissions at site, list, and item levels with granular access control. Define and manage content types and site columns. Subscribe to webhooks for list and library change notifications. Retrieve site properties and search for sites across Microsoft 365.

Salesforce

Manage CRM data including Accounts, Contacts, Leads, Opportunities, Cases, and custom objects. Create, read, update, and delete records. Query data using SOQL and search across objects using SOSL. Perform bulk data operations for large-scale imports, exports, and migrations. Execute composite requests to batch multiple operations in a single API call. Access analytics, reports, and dashboards. Manage files and attachments associated with records. Interact with Chatter feeds, posts, and groups for social collaboration. Subscribe to real-time change events via Change Data Capture and Platform Events. Manage org metadata including custom objects, fields, layouts, and workflows. Query data using GraphQL for precise data retrieval across related objects.

Airtable

Create, read, update, and delete records in Airtable bases and tables. Manage base schemas including creating tables and fields. Filter records using formulas, sort by fields, and scope queries to specific views. Upsert records to find, create, or update in a single call. Upload attachments to records, read and write record comments, list accessible bases, and receive real-time base change events through webhooks.

Bitbucket

Manage Git repositories, pull requests, and CI/CD pipelines on Bitbucket Cloud. Create, fork, and configure repositories within workspaces and projects. Create, review, approve, merge, and decline pull requests with inline code comments. Browse source code, list commits, and manage branches and tags. Track issues with the built-in issue tracker. Trigger, monitor, and manage Bitbucket Pipelines. List workspace members, configure repository default reviewers and branch restrictions, create and manage repository webhooks, and search code across repositories.

Heroku

Deploy, manage, and scale applications on Heroku's cloud platform. Create and configure apps, scale dynos, provision add-ons (databases, caching, etc.), manage configuration variables, build and release code, add custom domains and SSL certificates, manage collaborators and team permissions, configure pipelines for continuous delivery, set up log drains, and sync data with Salesforce via Heroku Connect. Subscribe to webhooks for real-time notifications on app changes, builds, releases, dyno lifecycle events, and more.

Technical notes for Graphhopper

Calculate optimal routes between multiple points with support for various vehicle profiles (car, bike, foot, truck). Solve vehicle routing and traveling salesman problems with real-world constraints like time windows, capacities, and driver skills. Compute distance and time matrices between origin and destination sets. Geocode addresses to coordinates and reverse geocode coordinates to place names. Generate isochrones and isodistances for reachability analysis. Snap GPS points to road networks via map matching. Cluster customers into groups for territory planning. Create and manage custom routing profiles to avoid, prefer, or exclude specific road types and areas.

Connect Graphhopper to production AI agents

See how Metorial gives Graphhopper access the governance, tracing, and security controls teams need.

Frequently asked questions

Common questions about connecting Graphhopper to AI agents with Metorial.

  1. Can Metorial connect Graphhopper to AI agents?
    Yes. Metorial connects AI agents to Graphhopper through a governed integration layer, so teams can use the provider while keeping access controlled and observable.
  2. Metorial is MCP compatible and lets teams expose approved provider tools to MCP-capable agents and clients through a controlled access layer.
  3. Metorial applies policies across users, groups, providers, agents, and individual tools, then records the context around every agent interaction.
  4. Yes. Metorial records provider activity so teams can inspect tool calls, troubleshoot integrations, and give security teams the visibility they need.