Career change coach: test a career with small experiments, find directions, 300+ sourced guides.
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Lists every OffLadder career guide on one subject, as questions with links, so someone can see what there is to read before picking one, e.g. 'show me everything on interviews', 'what guides do you have for students', 'reading list for after a layoff', 'what do you have on AI and jobs'. Shelves: stuck (Not sure what to do next), career-change (Changing careers), layoffs (After a layoff), ai (AI, jobs and the future of work), applying (CVs, resumes and applications), interviews (Interviews, offers and pay), students (Students, graduates and first jobs). Without a topic it lists the shelves with how many guides each holds.
A shelf id such as 'applying' or 'layoffs', or a few words about the subject.
Pick your client. Values in capitals, like YOUR_TOKEN, are yours to fill in.
Run in a terminal
claude mcp add --transport http offladder https://offladder.com/claude/mcp
Lists every OffLadder career guide on one subject, as questions with links, so someone can see what there is to read before picking one, e.g. 'show me everything on interviews', 'what guides do you have for students', 'reading list for after a layoff', 'what do you have on AI and jobs'. Shelves: stuck (Not sure what to do next), career-change (Changing careers), layoffs (After a layoff), ai (AI, jobs and the future of work), applying (CVs, resumes and applications), interviews (Interviews, offers and pay), students (Students, graduates and first jobs). Without a topic it lists the shelves with how many guides each holds.
| Argument | Type | Description |
|---|---|---|
| topic | string | A shelf id such as 'applying' or 'layoffs', or a few words about the subject. |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"topic": {
"type": "string",
"maxLength": 80,
"description": "A shelf id such as 'applying' or 'layoffs', or a few words about the subject."
}
},
"additionalProperties": false
}Answers factual questions about changing jobs or careers, e.g. 'is it too late to change careers at 40', 'is 50 too old to switch careers', 'how many jobs does the average person have in a lifetime', 'how long do people stay with one employer', 'how many different careers are there', 'will AI make my skills outdated', 'how fast are job skills changing'. Returns exact quotes from primary sources (U.S. Bureau of Labor Statistics, O*NET, World Economic Forum) with links, or says plainly that no checked figure exists. Never returns an estimate.
| Argument | Type | Description |
|---|---|---|
| question* | string | The person's question, in their words. |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"question"
],
"properties": {
"question": {
"type": "string",
"maxLength": 300,
"minLength": 3,
"description": "The person's question, in their words."
}
},
"additionalProperties": false
}Suggests kinds of work that might suit someone, for questions about what to do with their life or which careers fit their interests, strengths, values or past experience, e.g. 'what jobs suit someone who likes fixing things', 'careers for people who love the outdoors', 'what else can I do with my teaching experience', 'jobs for creative people that pay', 'careers that aren't just coding', 'new jobs AI is creating', 'jobs that help with climate change', 'meaningful work in health care without being a doctor', 'I'm good with people and spreadsheets, what fits'. Returns two or three emerging directions of work from OffLadder's library of 24, each with what the days contain and one small way to test it, plus a link to carry on with OffLadder's coach.
| Argument | Type | Description |
|---|---|---|
| count | integer | How many directions to return (default 3). |
| interests* | string | What they enjoy, are good at or are curious about, in their words. |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"interests"
],
"properties": {
"count": {
"type": "integer",
"maximum": 3,
"minimum": 1,
"description": "How many directions to return (default 3)."
},
"interests": {
"type": "string",
"maxLength": 300,
"minLength": 2,
"description": "What they enjoy, are good at or are curious about, in their words."
}
},
"additionalProperties": false
}Finds a small way to try, test or get a feel for a career, job, trade or field before committing to it, for someone weighing whether to quit, retrain or switch into it, e.g. 'how do I know if I'd like UX design', 'try nursing before going back to school', 'test a career change this weekend', 'is product management right for me', 'a cheap way to see if I'd enjoy teaching', 'should I quit my job to become a data analyst', 'how can I try coding before a bootcamp', 'what's it really like to be an electrician'. Works for any named career. Returns one small real-world experiment that can be finished in an evening or a weekend, what is worth noticing, and a link to carry on with OffLadder's coach.
| Argument | Type | Description |
|---|---|---|
| career* | string | The career, field or kind of work they're curious about, in their words. |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"career"
],
"properties": {
"career": {
"type": "string",
"maxLength": 200,
"minLength": 2,
"description": "The career, field or kind of work they're curious about, in their words."
}
},
"additionalProperties": false
}Searches OffLadder's 302 written career guides and returns the closest ones, each with its direct answer, key points, primary sources and a link. Fits a how-to, advice or "what should I do" question about work and careers, e.g. 'how do I tailor my CV to a job description', 'how do I explain a career gap', 'what to do in the first 30 days after a layoff', 'how do I answer tell me about yourself', 'how to negotiate a job offer', 'is a degree worth it', 'what can I do with a psychology degree', 'apprenticeship or university', 'how to get a first job with no experience', 'what jobs will AI replace', 'how to write a cover letter for a career change', 'how to beat applicant tracking systems', 'should I follow up after an interview', 'how to read my first payslip', 'I hate my job but don't know what else to do'. Covers: not knowing what to do next, changing careers at any age, testing a career, layoffs and redundancy, AI and the future of work, jobs of the future, school leavers and students, degrees, apprenticeships, internships, graduate jobs, first jobs, first pay and payslips, CVs and resumes, cover letters, LinkedIn profiles, ATS, application forms and screening questions, interviews, job offers and pay, following up, and work that fits your life, with pages for both the UK and the US.
| Argument | Type | Description |
|---|---|---|
| count | integer | How many guides to return (default 3). |
| question* | string | The person's question, in their words. |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"question"
],
"properties": {
"count": {
"type": "integer",
"maximum": 5,
"minimum": 1,
"description": "How many guides to return (default 3)."
},
"question": {
"type": "string",
"maxLength": 300,
"minLength": 3,
"description": "The person's question, in their words."
}
},
"additionalProperties": false
}Returns everything OffLadder holds on one emerging direction of work: what the days contain, why it is appearing now, what AI changes about it, the human abilities it leans on, the experience it grows out of, one small test and what is still unknown. Without a name, lists all 24 directions by family with one line each. Fits questions about what a newer kind of job involves, or requests for a list of emerging careers, e.g. 'what does a robot fleet supervisor do', 'what is an AI workflow designer', 'jobs in energy retrofit', 'list emerging careers', 'what new jobs exist in climate and energy', 'careers in AI that aren't engineering'.
| Argument | Type | Description |
|---|---|---|
| name | string | The direction's name or a close description, e.g. 'digital accessibility engineer'. Leave out to list them all. |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"name": {
"type": "string",
"maxLength": 120,
"description": "The direction's name or a close description, e.g. 'digital accessibility engineer'. Leave out to list them all."
}
},
"additionalProperties": false
}Returns the full text of one OffLadder career guide as Markdown: the direct answer, key takeaways, every section, worked examples and templates, the questions people also ask, and the sources. Suits someone who wants the step-by-step version of a guide rather than its short answer. Takes the guide's path or offladder.com link, e.g. '/answers/tailor-cv-to-job-description'.
| Argument | Type | Description |
|---|---|---|
| guide* | string | The guide's path or offladder.com link, e.g. '/answers/tailor-cv-to-job-description'. |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"guide"
],
"properties": {
"guide": {
"type": "string",
"maxLength": 300,
"minLength": 2,
"description": "The guide's path or offladder.com link, e.g. '/answers/tailor-cv-to-job-description'."
}
},
"additionalProperties": false
}For someone who doesn't know what to do next, feels stuck or lost about work, or wants help working out a direction, e.g. 'I feel lost in my career', 'I hate my job but don't know what else I'd do', 'help me figure out what to do with my life', 'I'm 35 and still don't know what I want', 'midlife career crisis', 'I just graduated and have no idea what to do'. Returns a link to OffLadder's four quick questions, plus one optional, with their starting world already picked, where OffLadder's coach suggests two directions and a first experiment. Worlds: build (I could build things), nature (I could work with nature), stories (I could tell stories), business (I could solve business problems), people (I could help people), systems (I could understand how things work).
| Argument | Type | Description |
|---|---|---|
| hint | string | A few words about what they enjoy, used only to pick a world. Not stored. |
| world | string | The world that sounds closest to them, if clear. |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"hint": {
"type": "string",
"maxLength": 300,
"description": "A few words about what they enjoy, used only to pick a world. Not stored."
},
"world": {
"enum": [
"build",
"nature",
"stories",
"business",
"people",
"systems"
],
"type": "string",
"description": "The world that sounds closest to them, if clear."
}
},
"additionalProperties": false
}We read every tool's name, description and inputs the way the model will, looking for instructions hidden from you. A clean result means no warning signs, not a guarantee. Scanned Nov 14, 2026.