Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Job postings from company career sites in Japan, with company facts. Public beta, no sign-in.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
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Works in Claude on the web, desktop and mobile:
https://beta.jobcontext.app/mcpRun this in your terminal
claude mcp add --transport http jobcontext https://beta.jobcontext.app/mcpPaste 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.
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:
https://beta.jobcontext.app/mcpMenu 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.
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_jobsKeyword 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_jobRead 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_companyGet 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_jobsCount 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_jobsFind 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_meaningFind 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_guidejob_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
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
The registry lists no source repo, so we cannot match the publisher (jobcontext.app) to the code
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 359 ms (HTTP 200)
No sign-in needed
Read 7 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
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.
The registry does not list a required key, though some servers ask you to sign in on first use.
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.
The GitHub repo last changed –, and the latest version (0.1.0) reached the registry 2 days ago.
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.
In the same category: Spec Driven Development, Remote Desktop Commander, debuff
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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No README found in the repo