Vetted Saudi context for any AI agent.
Generic LLMs hallucinate Saudi-specific facts — school calendars, Labor Law articles, Hijri dates, Absher procedures, Sehhaty schedules. SaudiMCP is a Model Context Protocol server that gives any AI agent vetted Saudi context with a citation for every answer.
Generic LLMs fail every Saudi-specific question that matters.
They were trained on English-dominant, US-centric data. When a Saudi user asks something local, the model guesses — confidently. The answer sounds right, costs the user time, and quietly damages trust.
"When does the school year start in Riyadh?"
Returns last year's date — or makes one up. No awareness of the Ministry of Education's current academic calendar.
A parent plans uniform shopping and tutoring for the wrong week.
"What does Saudi Labor Law Article 117 say about sick leave?"
Confidently invents an article number and payment schedule that doesn't match the actual text on hrsd.gov.sa.
An employee plans a recovery period on hallucinated rules and loses pay.
"What vaccinations does my 4-year-old need this month?"
Defaults to the US CDC schedule. Has no idea Saudi Arabia's Ministry of Health schedule includes different boosters and timing.
Family arrives at the clinic on the wrong day, with the wrong expectations.
"How do I renew my Iqama through Absher right now?"
Recites a 2021-era procedure. The Absher flow changed; the screens the user sees don't match the steps.
User abandons the digital service and queues at a physical office.
One MCP server. Every answer carries a سَنَد — a chain back to the source.
In classical Arabic scholarship, every claim must be backed by a sanad — a documented chain of transmission. SaudiMCP brings that discipline to AI: every fact will return with the source URL, the article or section number, and the date it was last verified.
- Sourced from official Saudi domains (hrsd.gov.sa, moh.gov.sa, moe.gov.sa, etec.gov.sa, gosi.gov.sa, absher.sa).
- Vetted by Saudi domain experts before publication.
- Re-checked on a weekly cadence. Stale answers get pulled, not patched over.
- Bilingual: every fact has both Arabic and English phrasing.
{
"question": "Saudi Labor Law: annual leave?",
"answer": "Workers are entitled to 21 days of paid annual leave, increasing to 30 days after 5 years of service.",
"sanad": {
"source": "Saudi Labor Law, Article 109",
"url": "https://laws.boe.gov.sa/...",
"verified_at": "2026-05-08",
"verified_by": "domain-expert-panel"
},
"language": "en"
}Real questions. Real sources. Three audiences.
Each example is the kind of question an agent gets every day. Generic LLMs guess. SaudiMCP answers with a citation.
For Families
Day-to-day Saudi life — school schedules, child healthcare, government services, Hajj/Umrah planning.
"When is the spring break for Riyadh public schools this term?"
Guesses an outdated date or invents one. No access to the Ministry of Education academic calendar.
Returns the exact start and end dates from the Ministry of Education academic calendar, cited with the source URL and the date it was last verified.
Source: moe.gov.sa
"What vaccinations does my 4-year-old need next, by Saudi MOH schedule?"
Defaults to the US CDC schedule. Wrong vaccines, wrong timing.
Returns the Ministry of Health childhood immunisation schedule with the next due dose, the age window, and a link to the official Sehhaty record.
Source: moh.gov.sa, sehhaty.sa
"Step-by-step: renew an Iqama via Absher today."
Recites a 2021-era procedure. Screens no longer match.
Returns the current Absher Individuals flow, step by step, with the dependent-vs-self distinction and a screenshot reference verified this week.
Source: absher.sa
For Employees
Saudi Labor Law, GOSI, end-of-service, Nitaqat, public holidays — answers that match the real regulation, not a generic worldwide average.
"Am I entitled to full pay during sick leave under Saudi Labor Law?"
Hallucinates an article number and a payment ladder. Sounds confident, doesn't match the text.
Quotes Article 117 of the Saudi Labor Law directly — first 30 days at full pay, next 60 at three-quarters, next 30 unpaid — with the link to the published law.
Source: laws.boe.gov.sa, hrsd.gov.sa
"Calculate my end-of-service benefit for 7 years tenure at SAR 18,000/mo."
Uses a generic global formula. Misses the Saudi-specific half-month/full-month split at the 5-year threshold.
Applies Saudi Labor Law Article 84 — half-month wage per year for the first five years, full-month thereafter — with the breakdown shown and the article cited.
Source: laws.boe.gov.sa
"What's the current GOSI contribution rate for a Saudi employee?"
Quotes an outdated percentage. No source.
Returns the current employee-vs-employer split published by GOSI, with the URL and the effective-from date.
Source: gosi.gov.sa
For Students
University admission, standardised tests (Qiyas, Tahsili), scholarships, Vision 2030 facts, government internships — current, sourced from the right authority.
"What's the minimum Tahsili score for Computer Science at King Saud University this admission cycle?"
Hallucinates a cut-off. May reference a different country's scoring system.
Returns the current cycle's published admission criteria from the university combined with ETEC's Tahsili scale — with both sources cited.
Source: etec.gov.sa, ksu.edu.sa
"Am I eligible for the Custodian of the Two Holy Mosques external scholarship?"
Gives a vague worldwide framing. Misses current cohort restrictions.
Returns the current cohort's eligibility — GPA floor, field whitelist, country list, deadline — sourced from the Ministry of Education programme page.
Source: moe.gov.sa
"How do I apply for a Tamheer government internship?"
Confuses Tamheer with generic internships. Steps don't match HRDF's flow.
Returns the HRDF Tamheer programme steps — eligibility, stipend, application portal, common rejection reasons — with the link.
Source: hrdf.org.sa
Drop one line into your AI client. Done.
SaudiMCP is a remote Model Context Protocol server. Any client that supports MCP — Claude Desktop, Cursor, Cline, VS Code, or your own agent — connects with a single URL. No SDK to install, no library to maintain.
{
"mcpServers": {
"saudi-context": {
"url": "https://example.workers.dev/mcp"
}
}
}{
"mcpServers": {
"saudi-context": {
"url": "https://example.workers.dev/mcp"
}
}
}{
"servers": {
"saudi-context": {
"url": "https://example.workers.dev/mcp"
}
}
}Free to try. Pay when you scale.
A real freemium model: enough on the free tier to feel the difference, fair upgrade paths for individuals and organisations. Prices are introductory and locked for early waitlist subscribers.
Free
Individuals trying the server
- 100 queries / month
- Basic categories — Labor Law, Holidays, Hijri calendar
- Citation with every answer
- Community support
Pro
Power users, indie agents, founders
- Unlimited queries
- All categories — including Sehhaty schedules, Absher procedures, university admission
- Priority refresh — categories you use get re-verified first
- Email support
Team
Companies, schools, government innovation teams
- Shared organisation seat
- Custom verticals — internal docs vetted into the same sanad shape
- SLA on freshness and uptime
- Audit log of every query
Why an agent — and its user — can rely on this.
Each category is reviewed by a Saudi subject-matter expert before publication.
Every answer returns a sanad — source URL, article number, last-verified date.
Stale facts get pulled, not patched. You see the verified-at date in every response.
Queries are not personal data. We log usage counts, not contents.
Be the first to plug SaudiMCP into your agent.
Early subscribers get the activation URL when the MCP server goes live, locked-in introductory pricing, and a direct line to influence the categories we ship first.