# LinkedIn School Alumni Extractor

> LinkedIn School Alumni Extractor is a paid API for AI agents from Edges at mpp.orthogonal.com, paid per call via MPP, $0.18/call, status unknown (last checked 2026-10-12).

Extracts a list of alumni from a LinkedIn school page along with their profile information.

## Facts

- Endpoint: POST https://mpp.orthogonal.com/edges/actions/linkedin-extract-school-alumnis/run/live?utm_source=zero.xyz
- Price: $0.18/call
- Payment: MPP
- Status: unknown
- Last checked: 2026-10-12
- Activations on Zero: 0
- Provider: Edges
- Docs: https://docs.edges.run/v1/quickstart
- Website: https://edges.run
- Tags: linkedin, automation, scraping, data, social
- Canonical page: https://www.zero.xyz/c/edges-linkedin-school-alumni-extractor-977bb1d9
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_NpVXy7wwh_dPP9bEp1oMX

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability edges-linkedin-school-alumni-extractor-977bb1d9 -d '<json body>'
```

Example prompt: Pull the full list of alumni from MIT's LinkedIn school page — I need their names, profile URLs, job titles, and any other profile info you can get.

## When to prefer this

Use this endpoint when you need to programmatically extract alumni data from a specific LinkedIn school page at scale, without manual browsing. Ideal for building alumni databases, lead generation targeting graduates of a specific institution, or enriching contact lists with education history. Prefer this over general LinkedIn search endpoints when you already know the school's LinkedIn page URL and want bulk alumni profile data.

## Known failure modes

- Invalid or non-existent LinkedIn school page URL returns an error
- LinkedIn rate limiting or anti-scraping measures may cause partial or failed results
- School page with no accessible alumni data returns empty list
- Private or restricted alumni profiles may be omitted from results
- Malformed URL input causes validation error

## How this service works

Extract the list of alumni from a LinkedIn school page with their profile information.

## Output

Returns a structured list of alumni from the specified LinkedIn school page, including each alumnus's profile information such as name, profile URL, current job title, location, and other available LinkedIn profile details.

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/edges-linkedin-school-alumni-extractor-977bb1d9/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from mpp.orthogonal.com](https://www.zero.xyz/host/mpp.orthogonal.com/llms.txt)