Context7
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Description from the maker (original English)
Search real job openings, check job posts and pay rules, and prepare California offer letters.
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://rolefig.com/mcpRun this in your terminal
claude mcp add --transport http rolefig https://rolefig.com/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"rolefig": {
"url": "https://rolefig.com/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": {
"rolefig": {
"type": "http",
"url": "https://rolefig.com/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://rolefig.com/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 8, 2026. The maker wrote them, not us; we show them as plain text.
search_jobsSearch current openings that companies publish on rolefig, across every company. Filter by keywords (q), workplace, employment type, country (ISO code), region (a code such as CA), company slug, postedWithin (7 or 30 days) and minPay (minimum annual USD); sort by newest or pay. F
list_published_companiesDiscover company-published profiles with search and cursor pagination. Use the returned slug with get_published_company or list_company_openings. Public company information only; no applicant data.
get_jobRead one current published opening in full, with its company profile, the company's application URL, its rolefig page and, when the company gave them, teamAnswers: a named person on the hiring team answering why the role exists, its hardest part and a normal week, in their own wo
get_published_companyRead a real company-published profile and its current published openings. Includes the company's stated facts (social profiles, headquarters, size, founding year, benefits, workplace policy, hiring process), how rolefig verified it, and source and application URLs; no applicant d
list_company_openingsRead current published openings for a known company slug, with application URLs and the publication revision. Excludes drafts and closed jobs. Never submits an application.
demo_search_jobsDemo catalog: illustrative roles, applications closed. Search the sample roles by keywords, company, work arrangement and minimum annual USD base salary. For real openings use search_jobs.
demo_list_companiesDemo catalog: illustrative roles, applications closed. List the sample companies and their role counts.
demo_get_jobDemo catalog: illustrative roles, applications closed. Read a sample role and its company profile.
demo_get_companyDemo catalog: illustrative roles, applications closed. Read a sample company profile and its roles.
format_resumeFormat ONLY candidate-supplied facts into resume text. Does not generate claims, save data, or submit an application. Remote use sends these fields to rolefig for formatting; omit contact details unless the candidate wants them included.
convert_payConvert one gross pay figure (USD) between hourly, daily, weekly, monthly and yearly for a stated schedule. Overtime hours are paid at 1.5x the base rate; `hour` blends base and overtime. Gross pay only: no taxes, benefits or deductions.
check_pay_transparencyCheck a US job post against state and city pay-range posting laws (table checked 2026-10-05) for the job's state, optional city or county, total employer size and remote status. Returns the laws that may apply, what the post shows (pay range, benefits, other compensation, deadlin
check_job_postingCheck a job post's schema.org JobPosting markup against Google's job search rules. Returns blocking errors, recommended fixes and a summary per posting, never the page itself. Pass the page HTML or JSON-LD as `html`, or a public page address as `url`.
render_contractFill rolefig's California starter offer letter and pay plan (commission, salary with bonus, or hourly) from values the employer confirmed, or fill the employer's own contract through {{placeholders}}. Returns the document text, best-effort warnings (wage table checked 2026-10-06)
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 8, 2026
The registry lists no source repo, so we cannot match the publisher (rolefig.com) to the code
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
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Read 14 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 (0.9.0) reached the registry 28 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: Context7, Codebase Memory, Exa
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Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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No README found in the repo