Applications › Ride-Hailing & Micromobility

Ride-Hailing & Micromobility

What 8 leading Ride-Hailing & Micromobility apps are built on: the providers each one ships in its code or lists as an integration, grouped by layer and capability, and joined to the catalog.

8 reference apps 59 providers 58 observed in code 1 declared only 91.5% in the catalog 47.2 mean Kin Score 22 with a verified MCP server
How to read this. observed the integration ships in the app (SDK in a dependency file, source code, or an Android build analysis). declared the app names the integration itself (README, integrations page, store listing). Every row links the source it was read from. Providers not yet in the catalog are marked queued for profiling. Blueprint by API Evangelist, CC BY-NC-SA 4.0. Capabilities marked Turbo EA come from Turbo EA Capabilities by Vincent Verdet, CC BY 4.0 (notice); those marked API Evangelist extension are CC BY-NC-SA 4.0. Android build analyses: Exodus Privacy (reports.exodus-privacy.eu.org).

domain layer 9 capabilities
Document Verification 4 providers · AE-160.30.10 · API Evangelist extension
ProviderEvidenceAppsKin ScoreAgent readinessMCP
Gridline observed [1] Namma Yatri 53.5 developing 37.8 agent-ready unknown
HyperVerge observed [1] Namma Yatri 33.5 thin 22.1 agent-aware none found
DigiLocker observed [1] Namma Yatri 15.8 emerging 0.0 human-only unknown
IDfy queued for profiling observed [1] Namma Yatri — — —
Turn-by-Turn Directions 4 providers · AE-120.30.10 · API Evangelist extension
ProviderEvidenceAppsKin ScoreAgent readinessMCP
Google Maps Platform observed [1] Namma Yatri 49.7 developing 24.5 agent-aware verified
NextBillion.ai observed [1] Namma Yatri 34.1 thin 12.7 agent-aware verified
MapmyIndia (Mappls) observed [1] Namma Yatri 8.6 minimal 2.9 human-only none found
OSRM (Project OSRM, self-hosted) observed [1] Namma Yatri 5.4 minimal 0.0 human-only none found
Embedded Insurance 2 providers · AE-190.80.10 · API Evangelist extension
ProviderEvidenceAppsKin ScoreAgent readinessMCP
Acko observed [1] Namma Yatri 35.9 thin 25.5 agent-aware unknown
IFFCO-Tokio General Insurance observed [1] Namma Yatri 15.4 emerging 0.0 human-only unknown
Candidate Screening and Selection 1 providers · BC-300.10.20 · Turbo EA
ProviderEvidenceAppsKin ScoreAgent readinessMCP
Checkr observed [1] Namma Yatri 30.1 thin 48.1 agent-ready none found
Forward Geocoding 1 providers · AE-120.10.10 · API Evangelist extension
ProviderEvidenceAppsKin ScoreAgent readinessMCP
Google Places observed [1] Fleetbase (Fleet-Ops) 51.4 developing 32.3 agent-ready verified
Micromobility & Bike Share 1 providers · AE-210.30.50 · API Evangelist extension
ProviderEvidenceAppsKin ScoreAgent readinessMCP
Lime declared [1] Uber 34.1 thin 17.1 agent-aware none found
Public Transit Data 1 providers · AE-210.30.40 · API Evangelist extension
ProviderEvidenceAppsKin ScoreAgent readinessMCP
OpenTripPlanner (self-hosted) observed [1] Namma Yatri 6.1 minimal 0.0 human-only none found
Ride Hailing 1 providers · AE-210.30.10 · API Evangelist extension
ProviderEvidenceAppsKin ScoreAgent readinessMCP
Google Maps Platform (Fleet Engine) observed [1] Namma Yatri 49.7 developing 24.5 agent-aware verified
Vehicle Data Access 1 providers · AE-200.20.10 · API Evangelist extension
ProviderEvidenceAppsKin ScoreAgent readinessMCP
Signzy observed [1] Namma Yatri 52.6 developing 21.2 agent-aware none found

common layer 19 capabilities
Product Usage Analytics 6 providers · BC-4280.30 · Turbo EA

Product Usage Analytics capability

ProviderEvidenceAppsKin ScoreAgent readinessMCP
Firebase observed [1] [2] [3] Bolt, Grab, Lime, Lyft, Uber 50.3 developing 14.2 agent-aware verified
Facebook observed [1] [2] Bolt, Grab 42.7 developing 28.2 agent-aware none found
Google Analytics observed [1] Open Source Bike Share 72.1 exemplar 41.8 agent-ready verified
Amplitude observed [1] Lime 63.5 strong 56.7 agent-ready verified
Mixpanel observed [1] Bolt 60.3 strong 48.3 agent-ready verified
Anagog queued for profiling observed [1] Grab — — —
Observability Management 3 providers · BC-4220.20 · Turbo EA

Observability Management capability

ProviderEvidenceAppsKin ScoreAgent readinessMCP
Sentry observed [1] [2] [3] Bolt, Fleetbase (Fleet-Ops), Grab, Lyft, Open Source Bike Share 80.6 exemplar 50.2 agent-ready verified
Firebase observed [1] [2] [3] Bolt, Grab, Lime, Uber 50.3 developing 14.2 agent-aware verified
Instabug observed [1] Lime 45.6 developing 29.6 agent-ready documented
SMS 9 providers · AE-150.20.10 · API Evangelist extension
ProviderEvidenceAppsKin ScoreAgent readinessMCP
Twilio observed [1] [2] Fleetbase (Fleet-Ops), Namma Yatri 93.2 exemplar 56.4 agent-native verified
Infobip observed [1] Namma Yatri 86.4 exemplar 61.3 agent-ready verified
Vonage observed [1] Namma Yatri 71.3 exemplar 40.8 agent-ready verified
Kaleyra observed [1] Namma Yatri 43.3 developing 26.6 agent-aware none found
Exotel observed [1] Namma Yatri 28.8 thin 20.7 agent-aware verified
Textmagic observed [1] Open Source Bike Share 26.1 emerging 48.1 agent-ready documented
EuroSms observed [1] Open Source Bike Share 1.3 minimal 0.0 human-only unknown
Karix queued for profiling observed [1] Namma Yatri — — —
ValueFirst queued for profiling observed [1] Namma Yatri — — —
Payment Processing Management 5 providers · BC-1340.20 · Turbo EA

Payment Processing Management capability

ProviderEvidenceAppsKin ScoreAgent readinessMCP
Stripe observed [1] [2] Fleetbase (Fleet-Ops), Namma Yatri 82.7 exemplar 58.5 agent-native verified
BillDesk observed [1] Namma Yatri 34.0 thin 40.0 agent-ready unknown
Paytm observed [1] Namma Yatri 23.9 emerging 23.8 agent-aware verified
Juspay observed [1] Namma Yatri 23.8 emerging 21.3 agent-aware verified
YES Bank queued for profiling observed [1] Namma Yatri — — —
Mobile Attribution & Deep Linking 3 providers · AE-902 · API Evangelist extension

Mobile Attribution & Deep Linking capability

ProviderEvidenceAppsKin ScoreAgent readinessMCP
Singular observed [1] [2] Bolt, Lyft 67.4 exemplar 50.0 agent-ready none found
AppsFlyer observed [1] Grab 69.8 exemplar 46.4 agent-ready verified
Branch observed [1] Lime 32.0 thin 24.7 agent-aware none found
Push Notifications 3 providers · AE-150.30 · API Evangelist extension

Push Notifications capability

ProviderEvidenceAppsKin ScoreAgent readinessMCP
Firebase observed [1] [2] Fleetbase (Fleet-Ops), Namma Yatri 50.3 developing 14.2 agent-aware verified
Leanplum observed [1] Grab 62.6 strong 31.9 agent-ready —
Apple (APNs) observed [1] Fleetbase (Fleet-Ops) 55.2 strong 31.9 agent-ready none found
Programmable Voice 3 providers · AE-150.50.10 · API Evangelist extension
ProviderEvidenceAppsKin ScoreAgent readinessMCP
Twilio observed [1] Namma Yatri 93.2 exemplar 56.4 agent-native verified
Ozonetel observed [1] Namma Yatri 33.5 thin 27.5 agent-aware unknown
Exotel observed [1] Namma Yatri 28.8 thin 20.7 agent-aware verified
Programmatic Sales Management 2 providers · BC-3760.30 · Turbo EA

Programmatic Sales Management capability

ProviderEvidenceAppsKin ScoreAgent readinessMCP
IAB Tech Lab observed [1] [2] Lyft, Uber 54.5 strong 37.6 agent-ready verified
Google AdMob observed [1] Grab 61.5 strong 34.0 agent-ready none found
WhatsApp & OTT Messaging 3 providers · AE-150.20.20 · API Evangelist extension
ProviderEvidenceAppsKin ScoreAgent readinessMCP
Tata Communications observed [1] Namma Yatri 56.0 strong 33.3 agent-ready unknown
WhatsApp Business Platform (Meta) observed [1] Namma Yatri 55.4 strong 29.6 agent-ready none found
Gupshup observed [1] Namma Yatri 23.7 emerging 19.6 agent-aware none found
Customer Lifecycle Engagement 2 providers · BC-4260.40 · Turbo EA

Customer Lifecycle Engagement capability

ProviderEvidenceAppsKin ScoreAgent readinessMCP
MoEngage observed [1] Namma Yatri 66.8 exemplar 66.2 agent-native none found
CleverTap observed [1] Namma Yatri 61.7 strong 48.6 agent-ready documented
Customer Service Management 2 providers · BC-430 · Turbo EA

Customer Service Management capability

ProviderEvidenceAppsKin ScoreAgent readinessMCP
Zendesk observed [1] Namma Yatri 72.8 exemplar 35.0 agent-ready none found
Kapture CX observed [1] Namma Yatri 37.2 thin 25.0 agent-aware none found
Identity & Access Management 1 providers · BC-620.20 · Turbo EA

Identity & Access Management capability

ProviderEvidenceAppsKin ScoreAgent readinessMCP
Facebook observed [1] [2] Bolt, Grab 42.7 developing 28.2 agent-aware none found
Asset Storage & Tiering 1 providers · BC-3710.30 · Turbo EA

Asset Storage & Tiering capability

ProviderEvidenceAppsKin ScoreAgent readinessMCP
AWS observed [1] Fleetbase (Fleet-Ops) 60.9 strong 40.8 agent-ready verified
General Ledger Management 1 providers · BC-200.10 · Turbo EA

General Ledger Management capability

ProviderEvidenceAppsKin ScoreAgent readinessMCP
SAP observed [1] Namma Yatri 51.2 developing 51.5 agent-ready verified
Machine Translation 1 providers · AE-110.40.10 · API Evangelist extension
ProviderEvidenceAppsKin ScoreAgent readinessMCP
Google Cloud Translation observed [1] Namma Yatri 51.6 developing 17.9 agent-aware none found
Payouts & Disbursements 1 providers · AE-937 · API Evangelist extension
ProviderEvidenceAppsKin ScoreAgent readinessMCP
HDFC Bank observed [1] Namma Yatri 21.8 emerging 5.4 agent-aware unknown
Storage Management 1 providers · BC-600.50.20 · Turbo EA
ProviderEvidenceAppsKin ScoreAgent readinessMCP
Google Cloud Storage observed [1] Fleetbase (Fleet-Ops) 65.1 strong 33.3 agent-ready verified
Team Chat Bridging 1 providers · AE-150.40.10 · API Evangelist extension
ProviderEvidenceAppsKin ScoreAgent readinessMCP
Slack observed [1] Namma Yatri 73.2 exemplar 38.7 agent-ready verified
Transactional Email 1 providers · AE-150.10.10 · API Evangelist extension
ProviderEvidenceAppsKin ScoreAgent readinessMCP
Microsoft Graph observed [1] Fleetbase (Fleet-Ops) 61.0 strong 32.7 agent-ready verified

Reference apps

Namma Yatri open-source-saas

https://github.com/nammayatri/nammayatri

41 observed · 0 declared
  • observed ships the Acko SDK or integration code source
  • observed ships the BillDesk SDK or integration code source
  • observed ships the Checkr SDK or integration code source
  • observed ships the CleverTap SDK or integration code source
  • observed ships the DigiLocker SDK or integration code source
  • observed ships the Exotel SDK or integration code source
  • observed ships the Exotel SDK or integration code source
  • observed ships the Firebase SDK or integration code source
  • observed ships the Google Cloud Translation SDK or integration code source
  • observed ships the Google Maps Platform SDK or integration code source
  • observed ships the Google Maps Platform (Fleet Engine) SDK or integration code source
  • observed ships the Gridline SDK or integration code source
  • observed ships the Gupshup SDK or integration code source
  • observed ships the HDFC Bank SDK or integration code source
  • observed ships the HyperVerge SDK or integration code source
  • observed ships the IDfy SDK or integration code source
  • observed ships the IFFCO-Tokio General Insurance SDK or integration code source
  • observed ships the Infobip SDK or integration code source
  • observed ships the Juspay SDK or integration code source
  • observed ships the Kaleyra SDK or integration code source
  • observed ships the Kapture CX SDK or integration code source
  • observed ships the Karix SDK or integration code source
  • observed ships the MapmyIndia (Mappls) SDK or integration code source
  • observed ships the MoEngage SDK or integration code source
  • observed ships the NextBillion.ai SDK or integration code source
  • observed ships the OpenTripPlanner (self-hosted) SDK or integration code source
  • observed ships the OSRM (Project OSRM, self-hosted) SDK or integration code source
  • observed ships the Ozonetel SDK or integration code source
  • observed ships the Paytm SDK or integration code source
  • observed ships the SAP SDK or integration code source
  • observed ships the Signzy SDK or integration code source
  • observed ships the Slack SDK or integration code source
  • observed ships the Stripe SDK or integration code source
  • observed ships the Tata Communications SDK or integration code source
  • observed ships the Twilio SDK or integration code source
  • observed ships the Twilio SDK or integration code source
  • observed ships the ValueFirst SDK or integration code source
  • observed ships the Vonage SDK or integration code source
  • observed ships the WhatsApp Business Platform (Meta) SDK or integration code source
  • observed ships the YES Bank SDK or integration code source
  • observed ships the Zendesk SDK or integration code source

Read from: source code, source code

Fleetbase (Fleet-Ops) self-hosted

https://github.com/fleetbase/fleetbase

9 observed · 0 declared
  • observed ships the Apple (APNs) SDK or integration code source
  • observed ships the AWS SDK or integration code source
  • observed ships the Firebase SDK or integration code source
  • observed ships the Google Cloud Storage SDK or integration code source
  • observed ships the Google Places SDK or integration code source
  • observed ships the Microsoft Graph SDK or integration code source
  • observed ships the Sentry SDK or integration code source
  • observed ships the Stripe SDK or integration code source
  • observed ships the Twilio SDK or integration code source

Read from: dependency manifest, dependency manifest, dependency manifest, source code

Open Source Bike Share self-hosted

https://github.com/cyklokoalicia/OpenSourceBikeShare

4 observed · 0 declared
  • observed ships the EuroSms SDK or integration code source
  • observed ships the Google Analytics SDK or integration code source
  • observed ships the Sentry SDK or integration code source
  • observed ships the Textmagic SDK or integration code source

Read from: dependency manifest, source code, source code

Uber commercial

https://www.uber.com/

3 observed · 1 declared
  • observed ships the Firebase SDK or integration code source
  • observed ships the Firebase SDK or integration code source
  • observed ships the IAB Tech Lab SDK or integration code source
  • declared lists Lime as an integration source

Read from: Android build analysis (Exodus Privacy, reports.exodus-privacy.eu.org), integrations page

Lyft commercial

https://www.lyft.com/

4 observed · 0 declared
  • observed ships the Firebase SDK or integration code source
  • observed ships the IAB Tech Lab SDK or integration code source
  • observed ships the Sentry SDK or integration code source
  • observed ships the Singular SDK or integration code source

Read from: Android build analysis (Exodus Privacy, reports.exodus-privacy.eu.org), documentation

Lime commercial

https://www.li.me/

5 observed · 0 declared
  • observed ships the Amplitude SDK or integration code source
  • observed ships the Branch SDK or integration code source
  • observed ships the Firebase SDK or integration code source
  • observed ships the Firebase SDK or integration code source
  • observed ships the Instabug SDK or integration code source

Read from: Android build analysis (Exodus Privacy, reports.exodus-privacy.eu.org)

Bolt commercial

https://bolt.eu/

7 observed · 0 declared
  • observed ships the Facebook SDK or integration code source
  • observed ships the Facebook SDK or integration code source
  • observed ships the Firebase SDK or integration code source
  • observed ships the Firebase SDK or integration code source
  • observed ships the Mixpanel SDK or integration code source
  • observed ships the Sentry SDK or integration code source
  • observed ships the Singular SDK or integration code source

Read from: Android build analysis (Exodus Privacy, reports.exodus-privacy.eu.org)

Grab commercial

https://www.grab.com/

9 observed · 0 declared
  • observed ships the Anagog SDK or integration code source
  • observed ships the AppsFlyer SDK or integration code source
  • observed ships the Facebook SDK or integration code source
  • observed ships the Facebook SDK or integration code source
  • observed ships the Firebase SDK or integration code source
  • observed ships the Firebase SDK or integration code source
  • observed ships the Google AdMob SDK or integration code source
  • observed ships the Leanplum SDK or integration code source
  • observed ships the Sentry SDK or integration code source

Read from: Android build analysis (Exodus Privacy, reports.exodus-privacy.eu.org)

Where these apps are listed

See also the shared layer under every category.