AI-native location

Give agents a grounded sense of place.

Typed MCP tools, a standards-based A2A server, and an installable Agent Skill let AI systems discover, reason over, build with, and collaborate on Mappls safely—without putting secrets or invented endpoints into prompts.

Connect the MCP server Install the Agent Skill Run 90 evals Explore A2A Read the AI manifest

Offline-verifiable context

One corpus. Every canonical build surface.

Download the complete repository-backed context as retrieval-ready JSONL or conventional full Markdown. Every record has a kind, stable identity, canonical link, exact source data, and a manifest-bound digest; no credential, provider payload, write authority, or production approval enters the bundle.

Download JSONL Open llms-full.txt Verify SHA-256

Records: 1,992
Canonical kinds: 43
Search destinations: 714
Provider calls: 0

Designed for trustworthy action

Tools, not prompt folklore.

Every operation has a stable name, bounded schema, explicit auth scope, structured error, and provenance-bearing result.

Typed discovery

Agents can compose 208 scenario-platform plans and search 162 exact API contracts, 58 SDK/distribution records, 138 application event contracts, 13 platform quickstarts, 13 migrations, 40 tutorials, and the platform catalog at runtime.

Least privilege

Scopes and resource boundaries are enforced outside model context.

Human control

Sensitive writes can require review before execution.

Grounded output

Results retain Mappls IDs, inputs, region, source fingerprints, and lifecycle roles.

Operational safety

Timeouts, quotas, retries, and audit events are first-class.

Composable context

16 industry blueprints and 18 stateful journeys share the same product and contract vocabulary.

42 MCP tools · 38 resources · 2 prompts · 2 transports

Small, precise, composable.

32 offline discovery, matrix, qualification, conformance, coverage, generation-comparison, solution, Academy, recipe, integration-manifest and agent planning, exact-source launchpad, journey simulation, environment-readiness, handoff, configuration, authentication, diagnostics, selection, compatibility, and detail tools ground implementation plans before ten read-only live tools touch Mappls services. Local stdio preserves the complete surface. Authenticated stateless HTTP defaults to the credential-free offline profile; a separately governed live-read deployment explicitly enables all 42. Dedicated capability-matrix, capability-qualification, live-conformance, integration-manifest, contract-generation, webhook-receiver, source-launchpad, documentation-coverage, implementation-recipe, learning-path, journey-simulation, agent-integration, environment, authentication, error, SDK, event-contract, stateful-planning, automotive, SkyDNN vision, repository-correspondence, and release-intelligence resources expose source boundaries, application-owned lifecycle rules, hostile-path proof, and honest unmatched evidence without protected artifacts, media, or credentials. No operation creates, dispatches, closes, or deletes an operational Mappls resource.

mappls_capability_catalog

Match a scenario to all ten Mappls product families, platforms, and state models.

offline

mappls_get_capability_matrix

Inspect any product-platform decision with exact evidence kept separate from adjacent learning and sample material.

offline

mappls_get_capability_qualification

Turn one product-platform decision into a six-phase, credential-free conformance and independent-release evidence journey.

offline

mappls_plan_live_conformance

Plan the eight allowlisted non-production reads, preserve all-ten-product boundaries, and emit the canonical credential-safe report contract without making a provider call.

offline

mappls_find_documentation

Search products, platforms, contracts, SDK references, migrations, tutorials, industries, journeys, and samples.

offline

mappls_plan_solution

Compose one deterministic industry-and-platform architecture with stateless lanes, durable journeys, evidence, and release gates.

offline

mappls_plan_learning_path

Personalize a beginner, intermediate, or advanced Developer Academy curriculum with code labs, hostile journeys, a tested capstone, and explicit exit evidence.

offline

mappls_get_implementation_recipe

Load one of 48 industry recipes at request-response, composed-experience, or durable-operation depth with eight-language code, recovery controls, canonical evidence, and a tested capstone.

offline

mappls_build_integration_manifest

Generate one of 624 portable use-case, platform, and operating-depth contracts with authentication generations, exact source fingerprints, journeys, runnable proof, and release gates.

offline

mappls_plan_stateful_integration

Generate the state-ownership boundary, aggregates, eight control layers, lifecycle evidence, runnable apps, and release gates for any journey-bearing product.

offline

mappls_simulate_journey

Execute all eighteen lifecycles through complete, replay, stale-version, invalid-transition, and unknown-outcome fixtures with immutable application event evidence.

offline

mappls_build_deep_link

Build a validated, credential-free place, navigation, point, or Pin hand-off from current official path evidence.

offline

mappls_build_widget_embed

Generate one of seven source-bounded widget iframes—including complete Add a Place and entitled RealView evidence journeys—or preserve the enterprise/native selection boundary.

offline

mappls_get_native_widget_path

Select an Android, iOS, Flutter, or React Native widget path with current versions, explicit gaps, lifecycle ownership, scaffold, and release tests.

offline

mappls_plan_mgis_integration

Separate the entitled mGIS widget, twelve Web JS methods, durable workspace APIs, and sovereign MIGIST with source and state boundaries.

offline

mappls_get_quickstart

Load one credential-safe first success with five proof-bearing stages, code, verification, and evidence boundaries.

offline

mappls_get_source_launchpad

Load one exact repository fingerprint, six-stage path, safe source examples, hostile recovery, release gates, and its offline integration harness.

offline

mappls_get_api_contract

Retrieve one normalized operation with auth, schemas, lifecycle role, source fingerprint, and samples.

offline

mappls_get_sdk

Retrieve one of 58 SDK or distribution decisions with install evidence, lifecycle, source identity, correspondence, migration paths, and compatibility gates.

offline

mappls_get_authentication_path

Choose or inspect one of 14 credential paths; ambiguous product/runtime pairs remain selection-required and no credential value is accepted.

offline

mappls_diagnose_error

Classify safe status/code evidence, choose bounded retry or reconcile-first, and produce a credential-safe support packet.

offline

mappls_plan_environment

Assess development, staging, or production against 11 conditional identity, access, traffic, event, owner, release, and rollback controls without accepting secrets or artifacts.

offline

mappls_plan_agent_integration

Compose one of 6 purpose-bound AI application patterns with an exact MCP allowlist, 12 conditional controls, 8 evaluation dimensions, durable-state ownership, and human control.

offline

mappls_get_migration

Retrieve a source-bounded cutover with candidate confidence, exit gates, code seam, acceptance, and rollback.

offline

mappls_get_tutorial

Load a complete progressive recipe with acceptance criteria and recovery guidance.

offline

mappls_get_industry_blueprint

Load a real-world architecture, durable data contracts, risks, KPIs, and rollout gates.

offline

mappls_get_journey_blueprint

Load states, commands, invariants, records, recovery, observability, and linked evidence.

offline

mappls_get_journey_workshop

Load the exact eight-lab implementation curriculum, five hostile scenarios, checksummed capstone, and production exit evidence for any durable journey.

offline

mappls_get_event_contract

Load one journey-scoped application event envelope, schema, producers, replay rules, consumer adapters, and its explicit provider-payload boundary.

offline

mappls_get_release_intelligence

Search all public sources by lifecycle, snapshot-relative activity, correspondence, fingerprint, release risk, and conservative compatibility action.

offline

mappls_get_documentation_coverage

Inspect exact, normalized, and adjacent documentation evidence plus prioritized gaps across every public source, product, and platform.

offline

mappls_get_contract_generation

Compare exact retained source generations, field-level changes, compatibility signals, fingerprints, and an application-owned migration checklist without inferring provider support.

offline

mappls_search_autosuggest

Resolve incomplete human place intent into verified Mappls places.

live read

mappls_search_nearby

Discover categorized places around a validated point or Mappls Pin.

live read

mappls_geocode

Normalize and locate a structured or free-form address.

live read

mappls_reverse_geocode

Explain a coordinate using Mappls address and place context.

live read

mappls_route

Plan a route with explicit profile, region, alternatives, and constraints.

live read

mappls_route_matrix

Compare travel cost across origins and destinations.

live read

mappls_asset_status

Read authorized live or last-known asset state without exposing raw credentials.

live read

mappls_asset_events

Read a bounded device-history window while preserving event-time evidence.

live read

mappls_geofence_activity

Inspect authorized entry and exit evidence without mutating an operational case.

live read

mappls_trip_status

Inspect an InTouch trip, route, device state, and optional events as one read model.

live read

mcp.json

{
  "mcpServers": {
    "mappls": {
      "command": "npx",
      "args": ["-y", "@mappls/mcp-server"],
      "env": {
        "MAPPLS_STATIC_KEY": "${MAPPLS_STATIC_KEY}",
        "MAPPLS_INTOUCH_ACCESS_TOKEN": "${MAPPLS_INTOUCH_ACCESS_TOKEN}"
      }
    }
  }
}

Secrets stay out of the prompt

The server reads credentials from its environment or an approved secret provider. Remote clients receive an independent gateway token or issuer-bound OAuth access token, never a Mappls provider credential. Tool responses are redacted before model use and logging.

Least authority by deployment

Remote access starts offline-only and has no write profile. Enable live reads only in a separate workload with a separate OAuth resource and scope, account credentials, purpose, region, metering, and provider-egress controls.

Attributable OAuth resource server

Optional JWT mode validates asymmetric signatures, issuer, exact MCP audience, subject, client, expiry, and profile scope, then publishes protected-resource discovery. Mappls does not issue tokens from this service.

Stateless remote access

Every HTTP POST gets a fresh MCP server and transport. Exact host and optional origin allowlists, body and concurrency bounds, generic errors, and health probes preserve a small deployment boundary.

Research before generation

The solution-blueprint prompt makes the agent retrieve an exact deterministic solution plan and portable integration manifest plus product-platform decision, source launchpad, quickstart, contract generation, event, migration, tutorial, industry, journey, and implementation-recipe slugs, distinguish application blueprints from provider payloads, and label unresolved entitlement questions.

Plan authority before prompts

The Agent Integration Center binds purpose, tool allowlist, data class, durable state, human control, evaluations, budgets, audit, disablement, and release evidence before a live-read profile is enabled.

Open the Agent Integration Center

Runnable AI client

From fixture to a real MCP resource.

The downloadable Spatial Operations Agent implements fixture, local stdio, and authenticated remote HTTP clients behind one governed plan/approve/execute contract. The new Agent Integration Center turns that implementation into six deployable authority patterns.

Offline solution research

Discover → architect → review → cite

16 industries × 13 platforms

Download the client

Travel copilot

Discover → compare → route → share

Search + Routes + Deep links

Follow the tutorial

Fleet operator

Inspect → diagnose → approve → route

InTouch + Search + Routes

Follow the tutorial

Agent governance

Purpose → allowlist → evaluate → release

6 patterns × 12 controls

Plan the agent