Leap Finance

Leap Finance Inc. is a Bengaluru- and US-incorporated fintech that underwrites collateral-free education loans for Indian students pursuing graduate study abroad, underwriting on future earning potential and academic profile rather than family assets or collateral. The company originates and services study-abroad student loans covering tuition, living costs and travel, and also maintains www.leapscholar.com, its study-abroad counselling and IELTS preparation property. Leap Finance operates as a direct-to-consumer lender: it publishes a consumer web application, a partner portal and an Auth0-backed identity tenant, but does not operate a public developer program, publish API documentation, or ship a machine-readable API contract.

Leap Finance is profiled on the APIs.io network. Tagged areas include Company, Financial Services, Lending, Student Loans, and Education Finance.

Leap Finance’s developer surface includes support, signup flow, engineering blog, authentication, and 16 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

21.1/100 emerging ▬ flat Agent 21/100 agent aware Front door AI 1/6 silent Heartbeat 0/100 dormant saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

0 APIs

Company Financial Services Lending Student Loans Education Finance Fintech Consumer Finance Study Abroad India

Kin Score

Kin Score How this is scored →
scored 2026-11-06 · rubric v0.27.0

Composite quality — 21.1/100 · emerging

Contract Quality 0.0 / 21

Developer Ergonomics 3.2 / 17

Access Clarity 5.8 / 17

Operational Transparency 0.3 / 11

Contract Governance 1.9 / 10

Discoverability 4.7 / 9

Regulatory Posture 5.1 / 15

Agent readiness — 21/100 · agent aware

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 8 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 7 / 7

Typed Event Surface 0 / 6

Agent Skills 0 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 6 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 6 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

MCP Tool Quality 6 / 6

Regulatory Posture applies to this provider. Its tags matched the Education & Research regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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<a href="https://apis.io/providers/leap-finance/"><img src="https://apis.io/badge/leap-finance/card.svg" alt="Leap Finance on APIs.io — Kin Score by API Evangelist"></a>

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Agent readiness — checks not met, largest first (exact, from this profile):

Machine-Readable Contract +18 pts — api_specs includes an OpenAPI document
MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented)
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link

8 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Contract Quality scores 0.0 — up to +25.0 composite points
Developer Ergonomics scores 19.0 — up to +16.2 composite points
Access Clarity scores 34.2 — up to +13.2 composite points

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from the provider profile at artifacts.apis.io/leap-finance/apis.yml: open an issue on github.com/api-evangelist/leap-finance to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Markets this provider is in provisional

The Kin Score Market layer reads a provider inside its market: its position, and how deep its integrations go. Depth is only comparable within a position. Provisional and unweighted: not part of the Kin Score or agent readiness.

Market	Position	Depth	Registered MCP server	Declares compatibility
Consumer Lending Licensing (UK, US, Canada credit licence registers)	undeclared	-	-	-
India RBI Regulated Entities (payment system operators, payment aggregators, PPI issuers, NBFCs, AAs)	undeclared	-	-	-
India RBI / SEBI Registers (SEBI intermediaries, RBI NBFCs, payment aggregators, PPI issuers, AAs)	undeclared	-	-	-

Registered MCP server and declares compatibility are report only — not weighted. Undeclared means we found nothing we can read, so there is no number: we never infer integrations.

Standards implemented 1

Standards this provider implements or carries. De facto ones are profiled and measured by the API Commons; formal ones come from the standards directory and are linked by the provider's own tags. The evidence column says how each claim was established — not that it was made.

Dynamic Client Registration

measured — observed by APIs.io (published)

Leap Finance API pricing

Pricing Plans 1

Published pricing tiers and plan structures.

Leap Finance Plans Pricing

0 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Leap Finance Rate Limits

0 limits

RATE LIMITS

Security Posture 2

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Leap Finance Authentication

2 schemes

SECURITY

Leap Finance Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Scopes 1

OAuth scopes governing access to this provider's APIs.

Leap Finance Scopes

14 scopes

SCOPES

Resources

Get Started 1

Portal, sign-up, and the first successful call

SignUp

SignUp

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

WellKnown

WellKnown

Design & Contract 4

Pagination, idempotency, versioning, errors, and events

Conformance

ErrorCatalog

Conventions

Lifecycle

Build 2

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Packages

Packages

Access & Security 3

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Authentication

Authentication

OAuthScopes

OAuthScopes

Operate 2

Status, limits, changes, and where to get help

Support

Support

RateLimits

RateLimits

Commercial 3

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Plans

Plans

Company 3

The organization behind the API

Website

Website

About

About

Blog

Blog

Source (apis.yml)

aid: leap-finance
name: Leap Finance
description: 'Leap Finance Inc. is a Bengaluru- and US-incorporated fintech that underwrites collateral-free education loans
  for Indian students pursuing graduate study abroad, underwriting on future earning potential and academic profile rather
  than family assets or collateral. The company originates and services study-abroad student loans covering tuition, living
  costs and travel, and also maintains www.leapscholar.com, its study-abroad counselling and IELTS preparation property. Leap
  Finance operates as a direct-to-consumer lender: it publishes a consumer web application, a partner portal and an Auth0-backed
  identity tenant, but does not operate a public developer program, publish API documentation, or ship a machine-readable
  API contract.'
url: https://raw.githubusercontent.com/api-evangelist/leap-finance/refs/heads/main/apis.yml
x-type: company
x-source: harvest:secondary-market
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: false
  label: Hosted service · you call their endpoint
  confidence: medium
  source:
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  probe_state: none
  source:
  - authentication
  - scopes
  - rate-limits
  - security
  generated: '2026-11-06'
  method: derived
specificationVersion: '0.20'
created: '2026-08-25'
modified: '2026-08-25'
image: https://d3qj1pefcqovqy.cloudfront.net/61a5bb0516b045285e37ec59_logo_leap_1_2_8731b923b7.png
tags:
- Company
- Financial Services
- Lending
- Student Loans
- Education Finance
- Fintech
- Consumer Finance
- Study Abroad
- India
tags_raw:
- Company
- Financial Services
- Lending
- Student Loans
- Education Finance
- Fintech
- Consumer Finance
- Study Abroad
- India
- Financial-Services
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: DomainSecurity
  url: security/leap-finance-domain-security.yml
- type: Website
  url: https://leapfinance.com/
- type: About
  url: https://leapfinance.com/about
- type: Support
  url: https://leapfinance.com/faq
- type: SignUp
  url: https://leapfinance.com/login
- type: TermsOfService
  url: https://leapfinance.com/terms
- type: PrivacyPolicy
  url: https://leapfinance.com/privacy
- type: GitHubOrganization
  url: https://github.com/leapfinance
- type: Blog
  url: https://leapscholar.com/blog
- type: LLMsTxt
  url: llms/leap-finance-llms.txt
- type: WellKnown
  url: well-known/leap-finance-well-known.yml
- type: Packages
  url: packages/leap-finance-packages.yml
- type: Authentication
  url: authentication/leap-finance-authentication.yml
- type: OAuthScopes
  url: scopes/leap-finance-scopes.yml
- type: Conformance
  url: conformance/leap-finance-conformance.yml
- type: ErrorCatalog
  url: errors/leap-finance-problem-types.yml
- type: Conventions
  url: conventions/leap-finance-conventions.yml
- type: Lifecycle
  url: lifecycle/leap-finance-lifecycle.yml
- type: Plans
  url: plans/leap-finance-plans-pricing.yml
- type: RateLimits
  url: rate-limits/leap-finance-rate-limits.yml
x-enrichment:
  date: '2026-08-25'
  status: enriched
  artifacts_added: 15
  pass: local-v1
x-coverage:
  state: none
  reason: no-developer-program
  detail: Leap Finance Inc. is a direct-to-consumer education lender with no developer program of any kind — no docs.* or
    developer.* host resolves for either leapfinance.com or leapscholar.com, and the only reachable API host, api.leapscholar.com,
    is a private application backend that answers every unauthenticated request with a bare HTTP 403 or a Spring Boot path-variable
    conversion error.
  evidence:
  - url: https://leapfinance.com/api-docs
    status: 200
  - url: https://leapscholar.com/openapi.json
    status: 404
  - url: https://api.leapscholar.com/
    status: 403
  - url: https://api.leapscholar.com/openapi.json
    status: 400
  - url: https://auth.leapfinance.com/.well-known/openid-configuration
    status: 200
  checked: '2026-08-25'

Leap Finance API — frequently asked questions

How do I authenticate with the Leap Finance API?

Leap Finance documents its authentication (2 schemes). The details are profiled on APIs.io as Leap Finance Authentication.

Is the Leap Finance API ready for AI agents?

Leap Finance has a Kin Score of 21.1 out of 100 (emerging) and an Agent Readiness score of 20.5 (agent-aware), scored by API Evangelist on 2026-11-06.

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