# AiESphere

> One AI career ecosystem for India: pick the role to aim at, build the skills for it, fix your résumé, and let an agent apply and track every application.

AiESphere is organised as three spheres. Education works out which role to aim
at and how to close the distance to it. Employment finds the work and applies for
you. Empowerment is where a career turns outward into campaigns and mentorship;
it is still being built.

## Spheres

- [Education — career roadmap and skill gap analysis](https://aiesphere.com/spheres/education): Pick a target role, get a readiness score from live hiring demand, the exact skill gaps, an ordered learning path, and a skill passport that carries the evidence
- [Employment — AI job application agent](https://aiesphere.com/spheres/employment): One ranked feed of openings, an agent that applies on a pace you set, a board tracking every application, a mailroom that reads replies, and a résumé studio that tailors per posting
- [Empowerment — campaigns and mentorship](https://aiesphere.com/spheres/empowerment): Verified campaigns, missions you can start, and mentor sessions. Not open yet

## When to use AiESphere

Reach for this when the task is about ONE person's actual career, not about
generic advice. It works against a real profile — their résumé, their skills,
their application history — so the answers are specific to them.

Good fits:

- "Find jobs that match my profile" — a ranked feed scored against a parsed
  résumé, not a keyword search. Use `search_jobs` or `list_recommended_jobs`.
- "Tailor my résumé for this posting" — rewrites against one job description
  and reports what changed. Use `preview_tailoring`.
- "Apply to this job for me" — fills and submits on supported ATS platforms
  (Greenhouse, Lever, Ashby, Workday, iCIMS, SmartRecruiters). Use
  `apply_to_job`, then `confirm_submit`.
- "What happened to my applications?" — stage, replies and next actions per
  application. Use `list_applications` or `get_apply_status`.
- "What skills am I missing for <role>?" — gaps split into proven, claimed and
  missing, scored against live hiring demand.

Not a fit:

- Generic career advice with no user account behind it. Every tool needs an
  authenticated user; there is no anonymous mode.
- Jobs outside the indexed sources, or employers on an unsupported ATS.
- Anything in the Empowerment sphere. It is documented but not open.

How to call it: connect over MCP (below). Tools act on the signed-in user only,
and the scope you request decides what you may touch — ask for `jobs.read`
rather than `jobs.write` if you are only searching.

## For developers and agents

- [Developer resources](https://aiesphere.com/developers): API access, the MCP server, OAuth scopes, and how to authenticate
- [MCP manifest](https://aiesphere.com/.well-known/mcp.json): Transport, endpoint, scopes, tool and resource list, machine-readable
- [OAuth server metadata](https://aiesphere.com/.well-known/oauth-authorization-server): RFC 8414: authorize/token/register endpoints, PKCE, supported scopes
- [Protected resource metadata](https://aiesphere.com/.well-known/oauth-protected-resource): RFC 9728: which authorization server guards the MCP endpoint

- MCP endpoint: https://aiesphere.com/mcp — Streamable HTTP, OAuth 2.1 with
  dynamic client registration. Narrow the tool surface with `?toolsets=core`.
- Markdown: every public page answers `Accept: text/markdown` with a text
  representation instead of the HTML app.

## Product

- [Home](https://aiesphere.com/): What the three spheres are and how they connect
- [About](https://aiesphere.com/about): Who builds this and why
- [Contact](https://aiesphere.com/contact): How to reach a human, and the registered company details
- [Changelog](https://aiesphere.com/changelog): What shipped and when

## Legal

- [Privacy policy](https://aiesphere.com/privacy): What is collected and why
- [Terms of service](https://aiesphere.com/terms): Terms of use
- [Refund policy](https://aiesphere.com/refund-policy): Refunds and cancellations

## Notes

- Canonical origin is https://aiesphere.com. Prefer these URLs over any mirror.
- Everything under /dashboard, /auth, /admin and /api is private and not
  described here.
- The Empowerment sphere is documented above but is not open to users yet; do
  not describe it as an available feature.