Karnameh Cars
PYPI · KARNAMEH-MCP
Read-only Karnameh (karnameh.com) Iran car data: used ads, new-car prices, specs, comparisons, blog.
Available components
Last scanned (1 day ago)
Scores higher than 82% of PyPI servers
Category E-commerce
How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score → Why this is hard to score →
Supply Chain Security100
- No malware found by supply-chain analysis.Pass
- No known CVEs affecting this package version or its production dependencies.Pass
- Runs hatchling.build at install time, a recognised build step with no custom scripting around it. View diagnostics → Pass
- 1 of 35 dependencies flagged as unhealthy. View diagnostics → Partial
Provenance & Transparency97
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Cryptographically verified build provenance (signed, bound to sepehr071/karnameh-mcp). View diagnostics → Pass
- Clear OSI-approved license (MIT).Pass
- Actively maintained (last published 2 days ago).Pass
- Disclosure check failed: no security disclosure policy was found in the source repository. See how to fix → Fail
Schema Quality & AI Usability67
- AI-judged instruction clarity (excellent).Pass
- Context-footprint check failed: tool/resource definitions use about 2658 tokens (~177/item across 15 items; 15 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management10
- Stability observed for 3 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 15 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 16 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a current MCP spec version (2026-07-28).Pass
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 4 Nov 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.
- 3 Nov 26 +15
- Malware scan: unverified → pass ▲ security
- 2 Nov 26 −14
- Malware scan: pass → unverified ▼ security
- Package version: 0.1.0 → 0.1.1 functional
- 1 Nov 26 79
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 4 Nov 2026 · Analysed pypi/karnameh-mcp@0.1.1
Provenance Verified
A signed build attestation was found and verified, binding this exact artifact to the source repository it claims to come from.
| Result | Verified |
|---|---|
| Ecosystem | pypi |
| Reason | Verified |
| Discovered via | Registry attestation endpoint |
| Source repo | sepehr071/karnameh-mcp |
| Certificate issuer | https://token.actions.githubusercontent.com |
| Certificate SAN | https://github.com/sepehr071/karnameh-mcp/.github/workflows/publish.yml@refs/tags/v0.1.1 |
| Rekor log index | 3637821107 |
| Predicate type | PyPI publish attestation https://docs.pypi.org/attestations/publish/v1 |
| Subject digest | sha256:731c690b1b833b907603e18d87c30a4671ab1e6a7c8c20b10ca23d89c769a63a |
Background: How many MCP packages publish verified provenance →
Install scripts 1 script
| Hook | Tier | Command |
|---|---|---|
| build_backend | allowlisted | hatchling.build |
Background: Why install scripts are a supply-chain risk →
Dependencies 35 packages
| Packages resolved | 35 |
|---|---|
| No linked repository | 1 |
| Tree resolution | Complete |
Background: SBOMs and build attestations, explained →
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
kn_article Read a blog article ~83
Read one article of the Karnameh car magazine as plain text. Use after kn_articles. Long articles are cut at `max_chars`; `truncated` says so and `url` has the full page.
| Name | Type | Req | Description |
|---|---|---|---|
| id | integer | yes | Article id from kn_articles. |
| max_chars | integer | – | Cut the text after this many characters (500-20000). |
No output schema declared.
No examples provided.
kn_articles Car blog articles ~133
Search or list articles of the Karnameh car magazine (karnameh.com/blog): news, reviews, maintenance, laws. Newest first. Use to find a review, a buying guide or a rule explanation, then read it with kn_article(id).
| Name | Type | Req | Description |
|---|---|---|---|
| category | – | – | Blog section: news, reviews and comparisons, maintenance, learning, rules, legal tips. |
| limit | integer | – | How many articles to return (1-20). |
| page | integer | – | Page number, starting at 1. |
| query | – | – | Search words in Persian, e.g. 'کرولا' or 'بیمه'. |
No output schema declared.
No examples provided.
kn_brands Look up car brands and models ~114
Look up Karnameh's car brands and models, Persian and English, to get the names the other tools expect. Use first when you only have a Persian name or are unsure of the spelling. Pass the English `brand` and `model` values to kn_cars. Zero-km price lists (kn_price_list) use their own English variant names.
| Name | Type | Req | Description |
|---|---|---|---|
| query | – | – | Part of a brand or model name, Persian or English, e.g. پژو, 206, kia. Empty lists all brands. |
No output schema declared.
No examples provided.
kn_car Get one used-car ad ~123
Get one Karnameh used-car ad: price, specs, seller's description, strengths and the inspection summary. Use after kn_cars to read an ad in full. The detailed inspection report itself needs a Karnameh login, so only its date, link and one-line body verdict are returned. Seller phone numbers are not available.
| Name | Type | Req | Description |
|---|---|---|---|
| id | string | yes | Ad id (the `id` field from kn_cars), a UUID like 4385b37e-6ce5-413b-9477-6386b20902bd. |
No output schema declared.
No examples provided.
kn_cars Search used-car ads ~377
Search Karnameh's used-car ads (karnameh.com/buy-used-cars) by brand, model, city, price, year and mileage. Use this to find cars for sale or to see what a model costs on the market. Prices are asking prices in Toman. Pass an ad's `id` to kn_car for the full description, strengths and inspection summary. Only Karnameh's own listed ads are covered (a few hundred), not all of Iran.
| Name | Type | Req | Description |
|---|---|---|---|
| brand | – | – | Brand name, English slug (peugeot, kia, toyota) or Persian (پژو). See kn_brands. |
| city | – | – | City slug from kn_cities, e.g. tehran, karaj, mashhad. |
| inspected_only | boolean | – | Only ads with a Karnameh expert inspection report. |
| installments_only | boolean | – | Only ads that can be bought in instalments. |
| limit | integer | – | How many ads to return (1-50). |
| max_price | – | – | Maximum price in Toman. |
| max_usage_km | – | – | Maximum odometer reading in km. |
| max_year | – | – | Newest model year, Persian or Gregorian. |
| min_price | – | – | Minimum price in Toman, e.g. 1000000000 for one billion. |
| min_year | – | – | Oldest model year, Persian (1398) or Gregorian (2019). |
| model | – | – | Model name within the brand, e.g. 206 or Corolla (English as listed by kn_brands) or Persian. |
| offset | integer | – | Skip this many ads (paging). |
| query | – | – | Free text in Persian, e.g. 'سمند' or 'پژو 206'. Use brand/model for exact filters. |
| sort | string | – | Result order. |
No output schema declared.
No examples provided.
kn_cities List cities ~38
List the cities Karnameh serves, with the slug kn_cars takes as `city` and the id kn_inspection_centers takes.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
kn_city_stats Used-car listing counts per city ~119
Count Karnameh's used-car ads in every city, optionally for one brand, model or price ceiling. Use to see where a car is for sale. Also gives each city's cheapest ad. Makes one request per city (9, run together), so it is slower than kn_cars. Search a city's ads with kn_cars(city=...).
| Name | Type | Req | Description |
|---|---|---|---|
| brand | – | – | Brand name, English or Persian (see kn_brands). |
| max_price | – | – | Maximum price in Toman. |
| model | – | – | Model name within the brand. |
No output schema declared.
No examples provided.
kn_compare_specs Compare car specs ~112
Compare two to four car variants side by side: review score, pros, cons and every spec row. Use for "A or B?" questions after finding slugs with kn_specs_search. Values are listed in the same order as `cars`. Add prices with kn_price_list and used-market asking prices with kn_cars.
| Name | Type | Req | Description |
|---|---|---|---|
| only_differences | boolean | – | List only the spec rows where the cars differ. |
| slugs | array | yes | Two to four variant slugs from kn_specs_search. |
No output schema declared.
No examples provided.
kn_inspection_centers Karnameh inspection centers ~80
List Karnameh's walk-in car inspection and paint-check centers in a city, with address and map coordinates. Use when the user wants to get a car inspected. Booking and prices are not public here; the site books it.
| Name | Type | Req | Description |
|---|---|---|---|
| city_id | integer | yes | City `id` from kn_cities (Tehran is 1). |
No output schema declared.
No examples provided.
kn_latest_prices Latest new-car price quotes ~124
List the most recent price quotes of new cars with the day's percent change. Covers more variants than kn_price_list (including older models), each with the date of its last quote. Use to see what moved lately or to find a variant's exact English name for kn_price_history.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | How many quotes to return (1-100). |
| query | – | – | Part of the English variant name, e.g. Pars, Dena, Corolla. Empty for all. |
| year | – | – | Production year (Persian, e.g. 1404). |
No output schema declared.
No examples provided.
kn_price_history New-car price history ~144
Get the daily average market price history of one new-car variant, per production year. Use after kn_price_list or kn_latest_prices for a trend ("is it going up?"). `name` must be the exact English variant name. With `year`, also lists each source's current quote for that year.
| Name | Type | Req | Description |
|---|---|---|---|
| days | integer | – | How many of the latest daily points to return per year (1-90). |
| name | string | yes | Exact English model-variant name from kn_price_list (`name`), e.g. 'Peugeot 207i Manual TU5P'. |
| year | – | – | Production year (Persian). Omit for every year. |
No output schema declared.
No examples provided.
kn_price_list New-car market prices ~267
List today's market prices of new (zero-km) cars from Karnameh's car-price pages (karnameh.com/car-price). Use for "how much is a new X" or to compare models. Prices are Toman and daily; each row is a variant and production year with its price sources. Only variants Karnameh prices today are listed (no Peugeot Pars or 405; kn_latest_prices has older ones). For price movement over time call kn_price_history with a row's `name`.
| Name | Type | Req | Description |
|---|---|---|---|
| brand | – | – | English brand name as in the price list, e.g. Peugeot, Toyota, Changan. |
| country | – | – | Country of manufacture in English: China, Iran, Japan, Korea, German, France or Italia. |
| max_price | – | – | Maximum market price, Toman. |
| min_price | – | – | Minimum market price, Toman. |
| model | – | – | English model name within the brand, e.g. 207i. |
| origin | – | – | Iranian-made or imported cars. |
| page | integer | – | Page of 10 model groups; the answer says how many pages exist. |
| search | – | – | Free text in Persian, e.g. سمند. |
| year | – | – | Only this production year (Persian, e.g. 1405). |
No output schema declared.
No examples provided.
kn_price_movers Biggest new-car price movers ~141
Rank new (zero-km) car variants by the percent change of their latest price quote. Use for "which cars got more expensive lately". `change_percent` is the change against the previous quote. Call kn_price_history with a row's `name` for the trend behind it.
| Name | Type | Req | Description |
|---|---|---|---|
| days | integer | – | Only quotes dated within this many days of the newest quote (1-30). |
| direction | string | – | Biggest rises, biggest drops, or biggest in either direction. |
| limit | integer | – | How many rows to return (1-50). |
| year | – | – | Production year (Persian, e.g. 1404). |
No output schema declared.
No examples provided.
kn_specs Car specs and review summary ~120
Get one car variant's technical specs, Karnameh's expert review score, pros and cons and web reviews. Use after kn_specs_search. Specs are grouped (dimensions, engine and performance, safety, comfort, multimedia). The summary and score are AI-written from web reviews, so treat them as opinion. For prices call kn_price_list; for used ads of the car call kn_cars.
| Name | Type | Req | Description |
|---|---|---|---|
| slug | string | yes | Variant slug from kn_specs_search (`slug`), e.g. peugeot-207i-automatic-tu5p. |
No output schema declared.
No examples provided.
kn_specs_search Search car variants with specs ~126
Find car variants in Karnameh's specs catalog and return the `slug` that kn_specs and kn_compare_specs take. Use first when you want the technical specs, expert review summary or a comparison of a car. Results marked `variant: true` have specs; a brand or model match only names a group, so search again with more words.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | How many matches to return (1-30). |
| query | string | yes | Brand, model or variant name, Persian or English, e.g. 207, corolla, سمند. |
No output schema declared.
No examples provided.
How do I install the Karnameh Cars MCP server?
Karnameh Cars runs locally as a PyPI package, launched with uvx karnameh-mcp. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
pypi · karnameh-mcp
claude mcp add sepehr071-karnameh-mcp -- uvx karnameh-mcp
What is the Karnameh Cars MCP server?
Karnameh Cars is an MCP server listed in the public MCP registry as io.github.sepehr071/karnameh-mcp. Read-only Karnameh (karnameh.com) Iran car data: used ads, new-car prices, specs, comparisons, blog. This page covers its PyPI package (karnameh-mcp).
Is the Karnameh Cars MCP server safe to use?
Karnameh Cars scores 81 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 4 November 2026. Its build provenance is signed and verified. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the Karnameh Cars MCP server expose?
Karnameh Cars exposes 15 tools: kn_cars, kn_car, kn_brands, kn_cities, kn_price_list, and 10 more. Their descriptions and schemas cost roughly 2,101 tokens of context every time the server is loaded.
Is the Karnameh Cars MCP server still maintained?
Karnameh Cars is still listed as active in the MCP registry. We last reached this channel on 4 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.
What licence is the Karnameh Cars MCP server under?
Karnameh Cars declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.