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jobContext

by jobcontext.appversion 0.1.0i★ –iRuns in the cloud
Registry nameapp.jobcontext/jobcontext

Install

Overview

Description from the maker (original English)

Job postings from company career sites in Japan, with company facts. Public beta, no sign-in.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

Install

Pick the AI app you use, then copy the settings.

Before you install

You need

Which app do you use?

Pick your app above. We remember it, so next time the button says “Install in …”.

Works in Claude on the web, desktop and mobile:

  1. Open Settings → Connectors
  2. Press Add custom connector
  3. Paste the address below and press Add
  4. If it asks you to sign in, sign in with the maker
SettingsConnectors1+ Add2https://…3
https://beta.jobcontext.app/mcp

Run this in your terminal

claude mcp add --transport http jobcontext https://beta.jobcontext.app/mcp

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "jobcontext": {
      "url": "https://beta.jobcontext.app/mcp"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "jobcontext": {
      "type": "http",
      "url": "https://beta.jobcontext.app/mcp"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

ChatGPT connects only to servers on the internet:

  1. Open ChatGPT on the web → Settings → Connectors (Apps)
  2. Press Create or Add (some plans need Developer mode under Advanced first)
  3. Paste the address below, give it a name and save
  4. If it asks you to sign in, sign in with the maker
SettingsConnectors1+ Create2https://…3
https://beta.jobcontext.app/mcp

Menu names can differ slightly by plan and over time.

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

Tool names and descriptions exactly as the server reported them on Nov 6, 2026. The maker wrote them, not us; we show them as plain text.

  • search_jobs

    Keyword search over the title and full text of job postings of large companies in Japan (141322 postings from 7739 companies). Best matches first; each result has id, title, company, company_type (kind of business), location, prefectures, place_estimated (the head office, an esti

  • get_job

    Read one job posting by id (from search_jobs, filter_jobs, search_by_meaning, similar_jobs or get_company). Returns the fields of a result of search_jobs (prefectures, location_scope, place_estimated; extracted with machine_extracted: true (read by a model: the posting at its url

  • get_company

    Get what the data says about one company, with where each fact is from: use it when the user names a company. Takes a company as in search_jobs; several matches return a list to choose from. Returns the company; facts by source (gBizINFO, しょくばらぼ), each block with as_of (the day t

  • filter_jobs

    Count and list job postings by conditions, all optional, all of which must hold (the arguments below, and a keyword query as in search_jobs). Returns total (with a query at most 5000 are counted; total_is_lower_bound says there are more) and a page of up to limit postings as in s

  • similar_jobs

    Find postings like ones the user liked, by meaning: the stored vectors of 1 to 5 postings (ids from search_jobs, filter_jobs, search_by_meaning, similar_jobs or get_company) are averaged and compared with every other posting. Nothing is sent to an embedding service or paid for: u

  • search_by_meaning

    Find postings by the meaning of one short request about the job to find, ranked by how close their text is to it: the work, the skills or tools, the level, the place, in Japanese, Chinese or English, at most 200 characters on at most 3 lines (for example 経理 月次決算 東京 リモート可). Use it

  • job_search_guide

    job_search_guide: the usage guide of this server. Call it before the first search and when unsure how to go on: asking the user, writing requests, choosing tools, reading results and notices, showing the shortlist, checking a company, what never to do. No topic: the overview and

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026

  • ! Caution

    Maker matches the repo

    The registry lists no source repo, so we cannot match the publisher (jobcontext.app) to the code

  • … Not checked yet

    Still maintained

    We have not read this repo from GitHub yet

  • … Not checked yet

    Has a licence

    We have not read this repo from GitHub yet

  • ✓ Pass

    Endpoint responds

    Responded in 359 ms (HTTP 200)

  • – Not applicable

    Sign-in with OAuth

    No sign-in needed

  • ✓ Pass

    No hidden instructions in tool descriptions

    Read 7 tool descriptions and found no hidden instructions to the AI

Compared with others in Otheri

  • More stars than 0% of the other 32410 servers in this category
  • Published to the registry more recently than 92% of the other 32410 servers in this category
  • Basic checks equal to or better than 37% of the other 32410 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is jobContext safe?

It passed 2 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.

Is it still maintained?

The GitHub repo last changed –, and the latest version (0.1.0) reached the registry 2 days ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: Spec Driven Development, Remote Desktop Commander, debuff

Alternatives

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Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

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MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.

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Remote Desktop Commander

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Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.

Runs in the cloud★ 211Updated yesterday
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debuff

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Let coding agents play, test and tune your 2D web game: live state, explained errors, replays, fuzz.

Runs on your computerUpdated today
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README from the maker

No README found in the repo

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