Quera
PYPI · QUERA-MCP
Read-only Quera (quera.org): Iranian tech jobs, companies, contests, problems, courses and blog.
Available components
Last scanned (7 hours ago)
Scores higher than 64% of PyPI servers
Category Education and Research
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 Security50
- Malware scan not yet available for this package.Unverified
- 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/quera-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 Usability70
- AI-judged instruction clarity (excellent).Pass
- Context-footprint check failed: tool/resource definitions use about 2151 tokens (~153/item across 14 items; 14 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 Management13
- Stability observed for 4 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 14 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 15 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.
- 5 Nov 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 10 to 13. That category is still filling its 30-day observation window: 3 days of observed history at the previous scan, 4 at this one. The score rises as the window fills, whether or not the server changes.
- 3 Nov 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.
- 2 Nov 26 0
- Malware scan: unverified → pass ▲ security
- Security disclosure: unverified → fail ▼ functional
- Stability: unverified → 0.03 ▲ functional
- Package version: 0.1.0 → 0.1.1 functional
- 1 Nov 26 65
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 5 Nov 2026 · Analysed pypi/quera-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/quera-mcp |
| Certificate issuer | https://token.actions.githubusercontent.com |
| Certificate SAN | https://github.com/sepehr071/quera-mcp/.github/workflows/publish.yml@refs/tags/v0.1.1 |
| Rekor log index | 3637823626 |
| Predicate type | PyPI publish attestation https://docs.pypi.org/attestations/publish/v1 |
| Subject digest | sha256:b628c7c436d59bf43781084feda9a9823eed167207ee7c0aad620288e540aa44 |
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 →
qr_blog Quera blog ~138
Search or read the Quera blog (quera.org/blog): Persian programming articles, career and tech news. Without slug: newest posts first, 10 per page, with excerpt and categories. With slug: the article text (capped at 6,000 characters; open the url for the rest).
| Name | Type | Req | Description |
|---|---|---|---|
| category | – | – | Category slug, e.g. 'python', 'developer', 'technology', 'basics' (list only). |
| page | integer | – | Page number, from 1. |
| search | – | – | Words to look for in posts (list only). |
| slug | – | – | Post slug from the list; omit to list posts. |
No output schema declared.
No examples provided.
qr_bootcamps Quera bootcamps ~116
List Quera's intensive paid bootcamps open for registration with price, dates and seats, or get one in full. Without slug: cohorts you can register for now (include_closed adds past ones). With slug: syllabus by week, prerequisites, instructors, installments and FAQ. Prices are Toman.
| Name | Type | Req | Description |
|---|---|---|---|
| include_closed | boolean | – | Also list past or closed-registration cohorts (list only). |
| slug | – | – | Bootcamp slug from the list (e.g. 'devops'); omit to list bootcamps. |
No output schema declared.
No examples provided.
qr_companies Search Quera companies ~134
Search the 3,000+ companies with a Quera Magnet profile, 15 per page. Use to find employers by name, city, size or tech stack. open_jobs counts their current postings: call qr_company for the profile and its jobs.
| Name | Type | Req | Description |
|---|---|---|---|
| city | – | – | City name or id, as for qr_jobs. |
| industry | – | – | Industry id from qr_job_filters. |
| page | integer | – | Page number, from 1. |
| search | – | – | Company name words, Persian or English. |
| size | – | – | Employee count range. |
| technologies | – | – | Tech codes the company uses, e.g. 'python'. |
No output schema declared.
No examples provided.
qr_company Get a Quera company ~74
Get a company's Quera profile (about, size, industry, tech stack, benefits, contacts) and its open jobs. Call after qr_companies or qr_job. The jobs list has ids for qr_job.
| Name | Type | Req | Description |
|---|---|---|---|
| slug | string | yes | Company slug from qr_companies or qr_job, e.g. 'kaya'. |
No output schema declared.
No examples provided.
qr_contests Quera contests ~146
List Quera programming contests: with no filter, those running or upcoming now plus the latest finished ones. With a category it pages through the archive of that topic (10 per page, newest first). Times are UTC ISO. Rankings and user profiles are not offered.
| Name | Type | Req | Description |
|---|---|---|---|
| category | – | – | Topic; omit for the overview of running, upcoming and recent contests. |
| contest_type | – | – | featured = Quera's main contests, other = public ones. Only with category. |
| organizer | – | – | Organizer slug, e.g. 'quera', 'digikala', 'snapp', 'divar'. Only with category. |
| page | integer | – | Page number, from 1. |
No output schema declared.
No examples provided.
qr_courses Quera courses ~188
List Quera College's paid programming courses (about 70) with level and price. Use for 'which Quera course teaches X'. price_toman is the list price in Toman; your_price_toman is what a visitor pays now (0 = currently free). Upcoming courses (announced, not yet open) are listed separately. For intensive bootcamps call qr_bootcamps.
| Name | Type | Req | Description |
|---|---|---|---|
| level | – | – | Course level: beginner (مقدماتی), advanced (پیشرفته), expert (تخصصی, job-ready). |
| order | – | – | Sort order. |
| search | – | – | Words in the course name, e.g. 'پایتون', 'react'. |
| track | – | – | Learning path slug: python-django, front-end, artificial-intelligence, machinelearning, devops, data-analysis, deep-learning, php-laravel, olympiad, general. |
No output schema declared.
No examples provided.
qr_event Get a Quera event ~82
Get a Quera event or competition page (CodeCup, hackathon, contest series): schedule, prizes, price, sub-events. Call after qr_contests. Participant lists and rankings are not offered.
| Name | Type | Req | Description |
|---|---|---|---|
| slug | string | yes | Event slug from a qr_contests url (quera.org/events/<slug>), e.g. 'codecup8-algorithm'. |
No output schema declared.
No examples provided.
qr_job Get a Quera job ~72
Get one Quera job posting: description, requirements, benefits, skills, salary, deadline and related jobs. Call after qr_jobs. Use qr_company with the company slug for the employer's profile.
| Name | Type | Req | Description |
|---|---|---|---|
| id | string | yes | Job id (5 characters) from qr_jobs, e.g. 'wxvdk'. |
No output schema declared.
No examples provided.
qr_job_filters Quera job filter choices ~58
List the filter values qr_jobs and qr_companies accept: cities, industries, company sizes, popular tech codes and companies. Call once when unsure which city, industry id or technology code to use. Any tech code works, not only these.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
qr_jobs Search Quera jobs ~261
Search the open tech jobs on Quera Magnet (Iran's developer job board), 15 per page. Use for 'junior Python jobs in Tehran' or 'remote DevOps roles'. Each result has an id: call qr_job for the full description. Salary is Toman per month when the employer published it. Filters combine with AND.
| Name | Type | Req | Description |
|---|---|---|---|
| city | – | – | City name (Persian, e.g. 'تهران', 'اصفهان') or id. See qr_job_filters. |
| company | – | – | Company slug from qr_companies, e.g. 'kaya'. |
| company_size | – | – | Employee count range of the hiring company. |
| industry | – | – | Industry id from qr_job_filters (1 = IT/software). |
| job_type | – | – | Collaboration type. |
| level | – | – | Seniority; several mean any of them. |
| order | – | – | Sort order; default relevant. |
| page | integer | – | Page number, from 1. |
| remote | – | – | true = only jobs that offer remote work. |
| search | – | – | Words to look for, e.g. 'django', 'devops', 'فرانت'. |
| technologies | – | – | Tech codes such as 'python', 'react', 'docker', 'go'; several mean any of them. |
No output schema declared.
No examples provided.
qr_problem Get a Quera problem ~66
Get one Quera problem: statement (Markdown with LaTeX), limits, difficulty, tags, solve stats and languages. Call after qr_problems. Submitting solutions is not possible here.
| Name | Type | Req | Description |
|---|---|---|---|
| id | string | yes | Problem id from qr_problems, e.g. '589'. |
No output schema declared.
No examples provided.
qr_problem_filters Quera problem filters ~44
List the topic slugs, contest ids, origins and judging types that qr_problems accepts. Call once when unsure which tag or contest value to use in qr_problems.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
qr_problems Search Quera problems ~168
Search Quera's public problemset (about 2,000 programming problems), 25 per page. Use to find practice problems by topic, difficulty or name. Each result has an id: call qr_problem for the statement. qr_problem_filters lists the topic slugs and contest ids.
| Name | Type | Req | Description |
|---|---|---|---|
| category | – | – | Where the problem comes from. |
| contest | – | – | Only problems of this contest: id from qr_problem_filters, e.g. '28542'. |
| difficulty | – | – | Difficulty. |
| order | – | – | Sort order; default new. |
| page | integer | – | Page number, from 1. |
| search | – | – | Words in the problem name. |
| tag | – | – | Topic slug, e.g. 'data-structures', 'python', 'django', 'back-end', 'machine-learning'. |
No output schema declared.
No examples provided.
qr_salaries Quera job salaries ~136
Summarize the salaries employers published in open Quera jobs, grouped by seniority level (Toman per month). Use for 'how much does a junior Python developer earn'. Only postings that show a salary count (a minority: see jobs_with_salary against jobs_total), so treat it as a rough sample, not a market survey. Call qr_jobs with order='high_salary' for the postings behind it.
| Name | Type | Req | Description |
|---|---|---|---|
| city | – | – | City name or id, as for qr_jobs. |
| level | – | – | Seniority filter. |
| technologies | – | – | Tech codes, e.g. 'python'; several mean any of them. |
No output schema declared.
No examples provided.
How do I install the Quera MCP server?
Quera runs locally as a PyPI package, launched with uvx quera-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 · quera-mcp
claude mcp add sepehr071-quera-mcp -- uvx quera-mcp
What is the Quera MCP server?
Quera is an MCP server listed in the public MCP registry as io.github.sepehr071/quera-mcp. Read-only Quera (quera.org): Iranian tech jobs, companies, contests, problems, courses and blog. This page covers its PyPI package (quera-mcp).
Is the Quera MCP server safe to use?
Quera scores 67 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 5 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 Quera MCP server expose?
Quera exposes 14 tools: qr_jobs, qr_job, qr_job_filters, qr_companies, qr_company, and 9 more. Their descriptions and schemas cost roughly 1,683 tokens of context every time the server is loaded.
Is the Quera MCP server still maintained?
Quera is still listed as active in the MCP registry. We last reached this channel on 5 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 Quera MCP server under?
Quera declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.