🏡 jabama-mcp: Jabama MCP server for AI agents
Unofficial, read-only MCP server for Jabama (جاباما): let your AI agent plan stays in Iran.
Search villas, suites and eco-lodges with the exact price for your dates and guests, read rules and reviews,
and find group tours, events and theater seats, all from Claude, Cursor or Copilot.
Quick start · What it can do · Tools · FAQ · فارسی
For AI agents
- What: unofficial, read-only MCP server for Jabama (جاباما), the Iranian short-term rental site, plus its tour and event sites. Place names must be in Persian (the agent translates English ones); prices are in Toman.
- Install:
claude mcp add jabama -- uvx jabama-mcp(stdio transport; needs Python 3.10+ and uv). - Auth: none, no API key. Optional
JABAMA_MCP_PROXY(HTTP proxy) if Jabama blocks your network. - Access: read-only. No login, booking, seat holds or payment, so no confirmation is needed before calling tools.
- Tools: 21, all prefixed
jb_*. Start withjb_find_destination(orjb_parse_requestfor free text), thenjb_search_stays→jb_stay_calendar→jb_price_quote. Tours:jb_tour_places→jb_search_tours→jb_tour. Events:jb_search_events→jb_event→jb_event_seats. - Use when: comparing stays, tours, events or theater seats in Iran, or computing the exact total for dates and guests.
- Do not use when: you need to book, pay or hold a seat (the user does that on the site).
- Output: compact JSON. Prices in Toman, dates Gregorian
YYYY-MM-DD, ratings 0-5. Pass the numeric listing code (tours: 8-digit id) between tools. - Machine-readable:
server.json; catalog of all Iranian MCP servers: awesome-iran-mcp (TOOLS.md, servers.json, llms.txt).
Why use Jabama MCP
On Jabama (jabama.com) a search card shows one price, but the real cost of a stay depends on the nights you pick
(weekends and holidays are priced differently), how many guests come (every guest above the base count adds a
nightly charge) and long-stay discounts. An agent with jabama-mcp reads the search, the nightly calendar and the
site's own price quote, so the number it gives you is the number you pay:
You: A cheap eco-lodge near Ramsar for 4 people, 20 to 23 October?
Agent: calls
jb_find_destination(query="رامسر")→jb_search_stays(keyword="city-ramsar", check_in="2026-10-20", check_out="2026-10-23", guests=4, types=["ecotourism"], sort="cheapest")→jb_price_quote(code=328353, check_in="2026-10-20", check_out="2026-10-23", guests=4)
Night Type Night price 2 extra guests Total 20 Oct weekday 600,000 300,000 900,000 21 Oct weekend 520,000 300,000 820,000 22 Oct weekend 520,000 300,000 820,000 نسا - افرا in Tonekabon: 2,540,000 Toman for 3 nights and 4 guests (or 4 parts of 635,000). The host must accept the booking first; cancelling up to 24 Mehr costs 10% of the first night and 10% of the rest.
Real tool output from 2026-10-04; prices change all the time. Prices are in Toman.
What it can do
- 📍 Find a place: Persian city, area or landmark names (a beach, a mall, an airport) to search filters
- 🗣️ Understand a request: free text like «ویلای استخردار در رامسر برای ۶ نفر» becomes filters, with Jabama's own AI parser
- 🔎 Search stays by dates and guests with type, amenities, region, rooms, price, instant booking and rating filters
- 🧾 Get the exact price for dates and guests, night by night, with discounts and the cancellation windows
- 📅 See the calendar: free nights and nightly prices for the next ~76 days, with weekends and holidays
- ⭐ Check quality: house rules, amenities (and what is missing), reviews, host reputation, similar stays
- 🚌 Group tours (jabama.tours): search, departures with free seats and per-package prices, day plans
- 🎭 Events and theater (jabama.events): what is on, sessions, seats left, free seats by row and price
- 🔒 Read-only by design: no login, no booking, no seat holds, no payment
Quick start
You need uv.
Claude Code
claude mcp add jabama -- uvx jabama-mcp
Claude Desktop
Settings → Developer → Edit Config, then add:
{
"mcpServers": {
"jabama": { "command": "uvx", "args": ["jabama-mcp"] }
}
}
Cursor
Click Install in Cursor above, or add the Claude Desktop block to ~/.cursor/mcp.json.
VS Code (Copilot agent mode)
Click Install in VS Code above, or add to .vscode/mcp.json:
{
"servers": {
"jabama": { "type": "stdio", "command": "uvx", "args": ["jabama-mcp"] }
}
}
Anything else
It's a standard stdio MCP server: run uvx jabama-mcp, or pip install jabama-mcp and run jabama-mcp.
Then just ask:
- "Cheapest villa with a pool in Ramsar for 6 people next weekend, and the exact total?"
- "Which nights is this cottage free in November, and which are cheapest?"
- "A one-day nature tour from Tehran this month, with free seats for 3."
- "What's on in Tehran on Friday evening under 500,000 Toman? Show the free seats."
- قوانین کنسلی جاباما چیست و چقدر از پول برمیگردد؟
How it works
AI agent (Claude, Cursor, Copilot, ...)
│
│ MCP over stdio
▼
jabama-mcp (runs on your machine)
│
│ HTTPS (JSON)
├──────▶ gw.jabama.com, www.jabama.com (stays, help, magazine)
├──────▶ api.jabama.tours (group tours)
└──────▶ api.jabama.events, jabama.events (events, theater)
jabama-mcp runs locally and calls the same public endpoints the Jabama websites use.
There's no hosted server in between, no API key, and nothing about you is sent anywhere else.
Tools
Listings are identified by their numeric code (328353, the number in jabama.com/stay/ecotourism-328353);
tours by an 8-digit id, events and plays by the id in their page URL.
🔎 Stay search (4)
| Tool | What it does |
|---|---|
jb_find_destination |
Persian place name → ready search arguments (city, area, landmark, complex) |
jb_parse_request |
Free-text request → search arguments, using Jabama's AI parser |
jb_search_stays |
Search stays for dates and guests with filters, whole-stay prices, sorting |
jb_categories |
Themed lists (special pool, luxury, cheap, jungle, pet friendly, last-minute, ...) |
🏡 One stay (6)
| Tool | What it does |
|---|---|
jb_stay |
Capacity, beds, rules, amenities and missing ones, cancellation policy, host, review scores |
jb_stay_calendar |
Free nights and nightly prices with weekend and holiday flags (~76 days) |
jb_price_quote |
Exact payable amount for dates and guests, night by night; unit options for complexes |
jb_similar_stays |
Similar stays nearby (priced for your dates) and other units of the same property |
jb_reviews |
Guest reviews, newest or best/worst first, with host replies |
jb_host |
A host's listings and reviews across all of them |
ℹ️ Help and guides (2)
| Tool | What it does |
|---|---|
jb_help |
Jabama's rules: cancellation, refunds, payment, tax (help center + support answers) |
jb_travel_guide |
Jabama magazine travel guides for a destination |
🎭 Events and theater (6)
| Tool | What it does |
|---|---|
jb_search_events |
Events and experiences by city, category, date, price and rating |
jb_event |
One event: details, address, rules, sessions with seats left, reviews, organizer |
jb_event_seats |
Free seats of a seated session by section and row, with section prices |
jb_theaters |
Theater plays on sale: venue, from-price, rating, cast |
jb_theater |
One play: showtimes with live seats left; free seats of a showtime |
jb_event_filters |
Event cities and categories with counts |
🚌 Group tours (3)
| Tool | What it does |
|---|---|
jb_search_tours |
Tours by place, dates, category, tags, duration, price, difficulty, rating |
jb_tour |
One tour: departures with free seats and package prices, day plan, inclusions, cancellation, reviews |
jb_tour_places |
Place name → place id for the tour search |
All 21 tools are annotated readOnlyHint: true and return compact structured JSON, so they don't flood the agent's context.
Good to know
- Prices are in Toman everywhere (1 Toman = 10 Rial). The stays API answers in Rial; the server divides by 10. Tours are Toman per person, events and theater Toman per ticket (or per unit, e.g. one boat, when
pricingisper_unit). - Stay prices are for the whole stay for the searched dates and guests (
total_price);cheapest_nightis the cheapest single night, not the average. Without dates a search prices one default night. - Stay cards (
jb_search_stays,jb_similar_stays) carryimage, the cover photo, andurl; with dates theurlopens the listing on those dates and guests, priced like the quote. - Count children as guests. The quote has no child price, so
guestsis everyone who stays. - Dates are Gregorian
YYYY-MM-DD(1405-07-28 = 2026-10-20); times are Tehran local. Stays can be quoted for about the next 76 days. jb_price_quoteis the number to trust. It is the same read-only quote the listing page shows; it creates no booking. Quotes show no tax line; Jabama's help center says 1.5% tax is added when booking.- Instant vs request:
instant_booking: falsemeans the host must accept first.instant_onlykeeps only instant listings. - Tour seats: only
jb_tourhas correct free seats; tour lists count seats once per package. - Ratings are 0–5;
nullmeans not rated yet. Stay reviews carry only a Jalali month, not a date.
FAQ
Is there a Jabama API or MCP server for AI agents?
jabama-mcp is an unofficial MCP server for Jabama: it exposes the public endpoints of the Jabama websites as 21
read-only tools, so an agent can search stays, tours and events and get exact prices.
How do I use Jabama with Claude, Cursor or Copilot?
Install it with uvx jabama-mcp (see Quick start), then ask in Persian or English, for example
"cheapest villa with a pool in Ramsar for 6 people next weekend, with the exact total".
Is it official, safe and free?
It is unofficial and MIT licensed, so free to use. It is read-only: no login, no API key, no booking or payment, and it runs on your machine.
Can it book a villa or buy a ticket for me?
No, and that's deliberate. It has no login and never calls booking, order, payment, seat-hold or wallet endpoints.
jb_price_quote only asks for a price. The agent finds the best option; you book on the site.
A search with dates returns 0 results
Usually nothing is free for those dates with those filters, or the dates are past the ~76-day calendar. Try other dates or fewer filters. Dates must be Gregorian; the server rejects Jalali-looking dates instead of searching.
Do I need an Iranian IP?
No geo block was seen: direct calls and calls through a proxy in Turkey both worked (2026-10-04). Cloud servers
were not tested; if Jabama blocks one, set JABAMA_MCP_PROXY.
I get "blocked the request (HTTP 403)"
Jabama's web firewall rejects requests that don't look like a browser; the server already sends a browser
User-Agent. If it still happens, wait a minute, turn off a VPN, or set JABAMA_MCP_PROXY. Normal system proxy
variables are ignored on purpose, because direct calls are the fastest.
The theater seat map says "not available right now"
The theater seat map comes live from Jabama's ticketing partner, which sometimes refuses for a while. The showtimes and
seats_left still work; try the seat map again later or for another showtime.
Claude Desktop says uvx is not found
Use the full path to uvx (where uvx on Windows, which uvx on macOS/Linux) as command.
How do I debug what the agent sees?
npx @modelcontextprotocol/inspector uvx jabama-mcp
Configuration
| Variable | Default | Meaning |
|---|---|---|
JABAMA_MCP_PROXY |
unset | HTTP proxy for every request, e.g. http://user:pass@host:port |
فارسی: سرور MCP جاباما
jabama-mcp یک سرور MCP غیررسمی برای جاباما در ایران است که به دستیار هوش مصنوعی شما (Claude، Cursor، Copilot و ...) اجازه میدهد در جاباما ویلا، سوئیت و اقامتگاه بومگردی پیدا کند، قیمت دقیق را برای تاریخ و تعداد نفرات شما بگیرد، قوانین و نظرات را بخواند و تورها، رویدادها و صندلیهای خالی تئاتر را هم پیدا کند.
- فقط خواندنی است: وارد حساب نمیشود، رزرو ثبت نمیکند، صندلی نگه نمیدارد و پرداخت نمیکند.
- قیمت هر شب، هزینه نفر اضافه، تخفیف اقامت طولانی و قوانین کنسلی را نشان میدهد.
- همه قیمتها به تومان است.
- روی سیستم خود شما اجرا میشود و به هیچ سرور واسطی داده نمیفرستد.
- برای پیدا کردن آن در گوگل یا رجیستری MCP، «سرور MCP جاباما» یا «jabama mcp» را جستجو کنید.
نصب در Claude Code:
claude mcp add jabama -- uvx jabama-mcp
بعد بپرسید: «ارزانترین ویلای استخردار رامسر برای ۶ نفر از ۲۸ مهر تا ۱ آبان، با قیمت نهایی»
Development
git clone https://github.com/sepehr071/jabama-mcp && cd jabama-mcp
uv sync
uv run pytest # offline, against recorded responses
uv run pytest -m live # real APIs
uv run ruff check .
Tools live in src/jabama_mcp/search.py, stay.py, info.py, tours.py and events.py; each is a typed async
function with a docstring that tells the agent when to use it. Issues and PRs are welcome, especially new tools and
fixes for API changes.
Releases: bump the version in pyproject.toml and server.json, then push a v* tag. GitHub Actions tests,
publishes to PyPI and the MCP Registry, and creates the GitHub Release.
Related servers
- Otaghak MCP server for villa, cottage and apartment stays
- Flytoday MCP server for flights, hotels and villas
- MrBilit MCP server for flights, trains, buses and hotels
- All servers: awesome-iran-mcp, the catalog of Iranian MCP servers
If this saves you clicks, a star helps others find it.
Disclaimer
Unofficial and not affiliated with or endorsed by Jabama. It uses the public endpoints of the jabama.com, jabama.tours and jabama.events websites, which can change without notice. Please keep request rates reasonable.
License
Metadata
Release files for jabama-mcp 0.2.2
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| jabama_mcp-0.2.2.tar.gz | 484.0 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| jabama_mcp-0.2.2-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 525.6 kB
Release files / jabama_mcp-0.2.2.tar.gz
| Download URL | jabama_mcp-0.2.2.tar.gz |
|---|---|
| Size | 484.0 kB |
| Tags | Source |
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