Mentor Collective

Mentor Collective operates an AI Mentorship OS for higher education, powering peer mentoring, student success, and retention programs at colleges and universities. Its platform matches and onboards mentors and mentees, guides conversations with AI prompts, surfaces risk signals and belonging gaps, and turns connection data into real-time retention intelligence for institutions. Backed by Techstars, the company serves higher-education and workforce partners. As of this profile Mentor Collective publishes no public API, developer portal, SDKs, or machine-readable specifications; this repo captures its public web, blog, legal, and domain-security surface for the API Evangelist network.

Mentor Collective is profiled on the APIs.io network. Tagged areas include Company, Education, Higher Education, Mentorship, and Student Success.

Mentor Collective’s developer surface includes engineering blog, support, and 4 more developer resources.

🌐 Visit website 📡 Source on GitHub

10.4/100 minimal ▬ flat Agent 0/100 human only Full breakdown ↓
scored 2026-08-20 · rubric v0.12.0

0 APIs

CompanyEducationHigher EducationMentorshipStudent SuccessRetentionEdTechArtificial Intelligence

Kin Score

Kin Score How this is scored →
scored 2026-08-20 · rubric v0.12.0

Composite quality — 10.4/100 · minimal

Contract Quality 0.0 / 21

Developer Ergonomics 1.2 / 17

Access Clarity 3.6 / 17

Operational Transparency 0.0 / 11

Contract Governance 0.0 / 10

Discoverability 4.3 / 9

Regulatory Posture 3.9 / 15

Agent readiness — 0/100 · human only

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 0 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 0 / 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

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.

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/.

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. This rating is computed from github.com/api-evangelist/mentor-collective: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Support

Support

Commercial 2

Pricing, plans, and the legal terms of use

PrivacyPolicy

PrivacyPolicy

TermsOfService

TermsOfService

Company 2

The organization behind the API

Website

Website

Blog

Blog

Source (apis.yml)

aid: mentor-collective
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source: []
  generated: '2026-07-22'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/mentor-collective.png
name: Mentor Collective
description: Mentor Collective operates an AI Mentorship OS for higher education, powering peer mentoring, student success,
  and retention programs at colleges and universities. Its platform matches and onboards mentors and mentees, guides conversations
  with AI prompts, surfaces risk signals and belonging gaps, and turns connection data into real-time retention intelligence
  for institutions. Backed by Techstars, the company serves higher-education and workforce partners. As of this profile Mentor
  Collective publishes no public API, developer portal, SDKs, or machine-readable specifications; this repo captures its public
  web, blog, legal, and domain-security surface for the API Evangelist network.
url: https://raw.githubusercontent.com/api-evangelist/mentor-collective/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- techstars
x-tier: stub
x-tier-reason: portfolio-lead
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-20'
tags:
- Company
- Education
- Higher Education
- Mentorship
- Student Success
- Retention
- EdTech
- Artificial Intelligence
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Website
  url: https://mentorcollective.org/
- type: Blog
  url: https://mentorcollective.org/blog
- type: Support
  url: https://mentorcollective.org/contact
- type: PrivacyPolicy
  url: https://www.mentorcollective.org/privacy-policy
- type: TermsOfService
  url: https://www.mentorcollective.org/terms-of-use
- type: DomainSecurity
  url: security/mentor-collective-domain-security.yml
x-enrichment:
  date: '2026-07-20'
  status: minimal
  artifacts_added: 1
  pass: local-v1