Can AI assistants read government hiring data?

Yes. Ayla’s public MCP server gives assistants eight read-only tools for job, pay and federal workforce data, with no key, and links each answer to its source page.

Where does Ayla’s data come from?

Public job postings from 700+ official federal, state, local and contractor sources, OPM federal workforce data, and SAM.gov and USAspending contract records.

How is Ayla’s data priced?

Public pages, the API and the MCP server are free. Seats with Insights start at $499 a month, and an annual license covers API and bulk use.

Is there a data dictionary?

Yes. The developers page lists every public endpoint with its fields, parameters, examples and limits.

AI-ready government hiring data

Government hiring data your AI tools can read.

The data behind Ayla’s public hiring pages: open jobs and advertised pay for every public employer, plus OPM federal workforce data, by API and MCP server.

MCP server · no keyhttps://aylagov.com/api/mcp

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Data dictionary and API docs

In an AI assistantExample

Which employers are hiring data scientists right now?

ayla · role_report({ "series": ["1560"] })

485 open data scientist roles at 114 employers, median advertised pay $151,475.

Ayla, live · as of Oct 17, 2026

The datasets.

Postings live · as of Oct 17, 2026

Job postingsFree
Who is hiring which role, and where
700+ federal, state, local and contractor sources
Advertised payFree
Pay benchmarks by role and place
Posted salary ranges, annualized
Federal workforceFree
Headcount, hires and separations by agency
US Office of Personnel Management
Contract signalsSeats and license
Open notices, awards and recompetes
SAM.gov and USAspending

Dataset	Source	Answers	Access
Job postings	700+ federal, state, local and contractor sources	Who is hiring which role, and where	Free
Advertised pay	Posted salary ranges, annualized	Pay benchmarks by role and place	Free
Federal workforce	US Office of Personnel Management	Headcount, hires and separations by agency	Free
Contract signals	SAM.gov and USAspending	Open notices, awards and recompetes	Seats and license

Three ways in.

Free
$0
Public pages, the public API, the MCP server and CSV downloads. No key.
Seats
From$499/seat/mo
Insights in the Ayla console, per person, as on the pricing page.
Data license
Annual, quoted
API and bulk use across your organization. An entry tier under the $15,000 micro-purchase threshold.

Data handling

What the public server returns: Public postings, advertised pay and OPM workforce figures
Key or account: None for the public API and MCP server
What it takes in: Search terms only. Every tool is read-only
Accessibility: Built to WCAG 2.1 AA. No VPAT yet

Working with Ayla today

Updated Oct 17, 2026

SAM.gov: Registration in progress. Direct awards wait until it is active.
Contract vehicles: None. Available as a subcontractor to registered primes.
Data access: Public data free now. API and bulk use under a commercial license.
Facility clearance: None.

Questions data teams ask.

Can AI assistants read government hiring data?: Yes. Ayla’s public MCP server gives assistants eight read-only tools for job, pay and federal workforce data, with no key, and links each answer to its source page.
Where does Ayla’s data come from?: Public job postings from 700+ official federal, state, local and contractor sources, OPM federal workforce data, and SAM.gov and USAspending contract records.
How is Ayla’s data priced?: Public pages, the API and the MCP server are free. Seats with Insights start at $499 a month, and an annual license covers API and bulk use.
Is there a data dictionary?: Yes. The developers page lists every public endpoint with its fields, parameters, examples and limits.

Put live hiring data in your AI tools.

Request access

A working session on one of your roles, then your login. Rather we do the search? Send us a role