{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_798wrnz93rv9","handle":"atsprep","url":"https://wellknown.network/agents/atsprep","links":{"self":"https://wellknown.network/agents/atsprep/record.json","html":"https://wellknown.network/agents/atsprep","markdown":"https://wellknown.network/agents/atsprep/record.md","api":"https://wellknown.network/api/v1/agents/atsprep","status":"https://wellknown.network/api/v1/agents/atsprep/status","claim":"https://wellknown.network/agents/atsprep/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/atsprep/claim.json","badge":"https://wellknown.network/agents/atsprep/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/atsprep/history","tools":"https://wellknown.network/api/v1/agents/atsprep/tools"},"ard":{"identifier":"urn:air:atsprep.com:server:atsprep","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"ATSPrep","summary":"Free resume tools: ATS score, job match, bullet and LinkedIn checks, tailoring, interview prep.","description":"Free resume tools: ATS score, job match, bullet and LinkedIn checks, tailoring, interview prep.","publisher":{"name":"Devabubakar","url":null},"homepage":"https://atsprep.com/mcp","repository":"https://github.com/Devabubakar/atsprep-skills","version":"2.0.0","license":null,"protocols":["mcp"],"tags":[],"pricing":null,"endpoints":[{"url":"https://atsprep.com/mcp","type":"mcp_streamable_http","auth":null,"probeable":true}],"skills":null,"tools":null,"extra":{"updatedAt":"2026-10-18T17:05:14.087668Z","publishedAt":"2026-10-18T17:05:14.087668Z","registryName":"io.github.Devabubakar/atsprep"},"attribution":{"kind":"mcp_registry","name":"mcp_registry","repoUrl":"mcp_registry","summary":"mcp_registry","version":"mcp_registry","description":"mcp_registry","homepageUrl":"mcp_registry","publisherName":"mcp_registry"}},"derived":{"capabilities":[{"slug":"content.writing","name":"Writing & Editing","confidence":1,"provenance":"derived"},{"slug":"productivity.hr","name":"HR & Recruiting","confidence":1,"provenance":"derived"},{"slug":"content.social","name":"Social Media","confidence":0.938,"provenance":"derived"},{"slug":"content.seo","name":"SEO","confidence":0.525,"provenance":"derived"},{"slug":"ai.prompting","name":"Prompt Management","confidence":0.525,"provenance":"derived"}],"categories":["ai","content","productivity"],"language":"en"},"observed":{"status":"live","statusReason":"Responded 1h ago.","lastOkAt":"2026-10-25T16:27:44.249Z","lastProbedAt":"2026-10-25T16:27:44.249Z","statusComputedAt":"2026-10-25T16:29:13.516Z","reliability30d":{"probes":21,"successRate":0.9048,"p50Ms":247,"basis":"service","measures":{"availability":"availability","latency":"response time","tools":"tool surface observed","summary":"Checks reached the service itself."},"checks":{"total":21,"ok":19,"authBoundaryOk":0,"serviceOk":19,"note":"Counted from the observation rows for the window, checks of the server only (HTTP, A2A card, MCP initialize). ok = authBoundaryOk + serviceOk. `probes` is the sum of daily rollups and includes registry checks, so it can differ from `total`."}},"latestObservations":[{"at":"2026-10-25T16:27:44.249Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":181,"error":null,"detail":{"tools":[{"name":"check_resume","description":"Use this when the user shares a resume (pasted text or a file's text) and wants it checked, scored, reviewed for ATS problems, or wants to know what to fix. Sco"},{"name":"match_job","description":"Use this when the user has a resume and a job posting and asks how well they match, what keywords are missing, or whether to apply. For rewrites, use tailor_res"},{"name":"check_bullets","description":"Use this when the user wants a few resume bullet points checked without sending the whole resume. Give each resume bullet a score, a verdict and specific fixes "},{"name":"open_in_studio","description":"Use this when the user wants to edit their resume in an editor, apply a template, or download it as a PDF or Word file. Make a link that opens this resume in AT"},{"name":"list_templates","description":"Use this when the user asks for resume templates, designs or example resumes for a role. List ATSPrep's resume designs, each with a link that opens Studio in th"},{"name":"suggest_roles","description":"Use this when the user asks what jobs or roles they could apply for, or what their resume fits. Read the resume against what postings for each of 35 roles (offi"},{"name":"fetch_job_post","description":"Use this when the user gives a job posting link instead of its text; then pass the result to the job tools. Read a public job posting from its link and return t"},{"name":"keyword_scan","description":"Use this when the user has only a job posting (no resume yet) and wants its key skills and keywords. List the skills, tools and requirements a job posting asks "},{"name":"tailor_resume","description":"Use this when the user wants their resume rewritten or tailored for a specific job posting. Tailor a resume to a job posting: the posting's keywords the resume "},{"name":"improve_bullet","description":"Use this when the user wants one resume bullet rewritten or made stronger. Check one resume bullet with the fixed rules (score, verdict, fixes) and suggest up t"},{"name":"write_summary","description":"Use this when the user wants a resume summary or professional profile written from their resume. Draft professional summaries from a resume: rule-based drafts b"},{"name":"action_verbs","description":"Use this when the user wants stronger verbs or synonyms for resume wording. Suggest resume action verbs. Pass a weak opener (\"responsible for\", \"helped\") for di"},{"name":"generate_linkedin_headline","description":"Use this when the user wants new LinkedIn headline ideas. Write LinkedIn headline options from the user's answers, each in a proven pattern (title and focus, ti"},{"name":"check_linkedin_headline","description":"Use this when the user wants their existing LinkedIn headline reviewed. Check a LinkedIn headline: length against the 220-character limit, what shows in search "},{"name":"check_linkedin_about","description":"Use this when the user wants their LinkedIn About or summary section reviewed. Check a LinkedIn About section: what shows before \"see more\" on a phone and on a "},{"name":"draft_cover_letter","description":"Use this when the user wants a cover letter for a job. Draft a cover letter from the user's resume and the job posting with fixed rules: name, contact details a"},{"name":"draft_resignation_letter","description":"Use this when the user wants to resign and needs a resignation letter or their last working day. Draft a short, professional resignation letter and work out the"},{"name":"interview_questions","description":"Use this when the user is preparing for an interview and wants likely questions, for a specific job or in general. Interview questions to practise, each with wh"},{"name":"review_interview_answer","description":"Use this when the user gives an answer to an interview question and wants feedback on it. Review the user's answer to an interview question: a rating, length an"}],"toolCount":19,"toolsHash":"73b679bfd79e6453dd79085c1771f3b572445b47a0106ff82827713640213614","serverName":"atsprep","capabilities":["tools","resources","prompts"],"serverVersion":"2.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-25T09:30:45.104Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":383,"error":null,"detail":{"tools":[{"name":"check_resume","description":"Use this when the user shares a resume (pasted text or a file's text) and wants it checked, scored, reviewed for ATS problems, or wants to know what to fix. Sco"},{"name":"match_job","description":"Use this when the user has a resume and a job posting and asks how well they match, what keywords are missing, or whether to apply. For rewrites, use tailor_res"},{"name":"check_bullets","description":"Use this when the user wants a few resume bullet points checked without sending the whole resume. Give each resume bullet a score, a verdict and specific fixes "},{"name":"open_in_studio","description":"Use this when the user wants to edit their resume in an editor, apply a template, or download it as a PDF or Word file. Make a link that opens this resume in AT"},{"name":"list_templates","description":"Use this when the user asks for resume templates, designs or example resumes for a role. List ATSPrep's resume designs, each with a link that opens Studio in th"},{"name":"suggest_roles","description":"Use this when the user asks what jobs or roles they could apply for, or what their resume fits. Read the resume against what postings for each of 35 roles (offi"},{"name":"fetch_job_post","description":"Use this when the user gives a job posting link instead of its text; then pass the result to the job tools. Read a public job posting from its link and return t"},{"name":"keyword_scan","description":"Use this when the user has only a job posting (no resume yet) and wants its key skills and keywords. List the skills, tools and requirements a job posting asks "},{"name":"tailor_resume","description":"Use this when the user wants their resume rewritten or tailored for a specific job posting. Tailor a resume to a job posting: the posting's keywords the resume "},{"name":"improve_bullet","description":"Use this when the user wants one resume bullet rewritten or made stronger. Check one resume bullet with the fixed rules (score, verdict, fixes) and suggest up t"},{"name":"write_summary","description":"Use this when the user wants a resume summary or professional profile written from their resume. Draft professional summaries from a resume: rule-based drafts b"},{"name":"action_verbs","description":"Use this when the user wants stronger verbs or synonyms for resume wording. Suggest resume action verbs. Pass a weak opener (\"responsible for\", \"helped\") for di"},{"name":"generate_linkedin_headline","description":"Use this when the user wants new LinkedIn headline ideas. Write LinkedIn headline options from the user's answers, each in a proven pattern (title and focus, ti"},{"name":"check_linkedin_headline","description":"Use this when the user wants their existing LinkedIn headline reviewed. Check a LinkedIn headline: length against the 220-character limit, what shows in search "},{"name":"check_linkedin_about","description":"Use this when the user wants their LinkedIn About or summary section reviewed. Check a LinkedIn About section: what shows before \"see more\" on a phone and on a "},{"name":"draft_cover_letter","description":"Use this when the user wants a cover letter for a job. Draft a cover letter from the user's resume and the job posting with fixed rules: name, contact details a"},{"name":"draft_resignation_letter","description":"Use this when the user wants to resign and needs a resignation letter or their last working day. Draft a short, professional resignation letter and work out the"},{"name":"interview_questions","description":"Use this when the user is preparing for an interview and wants likely questions, for a specific job or in general. Interview questions to practise, each with wh"},{"name":"review_interview_answer","description":"Use this when the user gives an answer to an interview question and wants feedback on it. Review the user's answer to an interview question: a rating, length an"}],"toolCount":19,"toolsHash":"73b679bfd79e6453dd79085c1771f3b572445b47a0106ff82827713640213614","serverName":"atsprep","capabilities":["tools","resources","prompts"],"serverVersion":"2.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-25T03:24:26.728Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":120,"error":null,"detail":{"tools":[{"name":"check_resume","description":"Use this when the user shares a resume (pasted text or a file's text) and wants it checked, scored, reviewed for ATS problems, or wants to know what to fix. Sco"},{"name":"match_job","description":"Use this when the user has a resume and a job posting and asks how well they match, what keywords are missing, or whether to apply. For rewrites, use tailor_res"},{"name":"check_bullets","description":"Use this when the user wants a few resume bullet points checked without sending the whole resume. Give each resume bullet a score, a verdict and specific fixes "},{"name":"open_in_studio","description":"Use this when the user wants to edit their resume in an editor, apply a template, or download it as a PDF or Word file. Make a link that opens this resume in AT"},{"name":"list_templates","description":"Use this when the user asks for resume templates, designs or example resumes for a role. List ATSPrep's resume designs, each with a link that opens Studio in th"},{"name":"suggest_roles","description":"Use this when the user asks what jobs or roles they could apply for, or what their resume fits. Read the resume against what postings for each of 35 roles (offi"},{"name":"fetch_job_post","description":"Use this when the user gives a job posting link instead of its text; then pass the result to the job tools. Read a public job posting from its link and return t"},{"name":"keyword_scan","description":"Use this when the user has only a job posting (no resume yet) and wants its key skills and keywords. List the skills, tools and requirements a job posting asks "},{"name":"tailor_resume","description":"Use this when the user wants their resume rewritten or tailored for a specific job posting. Tailor a resume to a job posting: the posting's keywords the resume "},{"name":"improve_bullet","description":"Use this when the user wants one resume bullet rewritten or made stronger. Check one resume bullet with the fixed rules (score, verdict, fixes) and suggest up t"},{"name":"write_summary","description":"Use this when the user wants a resume summary or professional profile written from their resume. Draft professional summaries from a resume: rule-based drafts b"},{"name":"action_verbs","description":"Use this when the user wants stronger verbs or synonyms for resume wording. Suggest resume action verbs. Pass a weak opener (\"responsible for\", \"helped\") for di"},{"name":"generate_linkedin_headline","description":"Use this when the user wants new LinkedIn headline ideas. Write LinkedIn headline options from the user's answers, each in a proven pattern (title and focus, ti"},{"name":"check_linkedin_headline","description":"Use this when the user wants their existing LinkedIn headline reviewed. Check a LinkedIn headline: length against the 220-character limit, what shows in search "},{"name":"check_linkedin_about","description":"Use this when the user wants their LinkedIn About or summary section reviewed. Check a LinkedIn About section: what shows before \"see more\" on a phone and on a "},{"name":"draft_cover_letter","description":"Use this when the user wants a cover letter for a job. Draft a cover letter from the user's resume and the job posting with fixed rules: name, contact details a"},{"name":"draft_resignation_letter","description":"Use this when the user wants to resign and needs a resignation letter or their last working day. Draft a short, professional resignation letter and work out the"},{"name":"interview_questions","description":"Use this when the user is preparing for an interview and wants likely questions, for a specific job or in general. Interview questions to practise, each with wh"},{"name":"review_interview_answer","description":"Use this when the user gives an answer to an interview question and wants feedback on it. Review the user's answer to an interview question: a rating, length an"}],"toolCount":19,"toolsHash":"73b679bfd79e6453dd79085c1771f3b572445b47a0106ff82827713640213614","serverName":"atsprep","capabilities":["tools","resources","prompts"],"serverVersion":"2.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-24T20:25:19.675Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":273,"error":null,"detail":{"tools":[{"name":"check_resume","description":"Use this when the user shares a resume (pasted text or a file's text) and wants it checked, scored, reviewed for ATS problems, or wants to know what to fix. Sco"},{"name":"match_job","description":"Use this when the user has a resume and a job posting and asks how well they match, what keywords are missing, or whether to apply. For rewrites, use tailor_res"},{"name":"check_bullets","description":"Use this when the user wants a few resume bullet points checked without sending the whole resume. Give each resume bullet a score, a verdict and specific fixes "},{"name":"open_in_studio","description":"Use this when the user wants to edit their resume in an editor, apply a template, or download it as a PDF or Word file. Make a link that opens this resume in AT"},{"name":"list_templates","description":"Use this when the user asks for resume templates, designs or example resumes for a role. List ATSPrep's resume designs, each with a link that opens Studio in th"},{"name":"suggest_roles","description":"Use this when the user asks what jobs or roles they could apply for, or what their resume fits. Read the resume against what postings for each of 35 roles (offi"},{"name":"fetch_job_post","description":"Use this when the user gives a job posting link instead of its text; then pass the result to the job tools. Read a public job posting from its link and return t"},{"name":"keyword_scan","description":"Use this when the user has only a job posting (no resume yet) and wants its key skills and keywords. List the skills, tools and requirements a job posting asks "},{"name":"tailor_resume","description":"Use this when the user wants their resume rewritten or tailored for a specific job posting. Tailor a resume to a job posting: the posting's keywords the resume "},{"name":"improve_bullet","description":"Use this when the user wants one resume bullet rewritten or made stronger. Check one resume bullet with the fixed rules (score, verdict, fixes) and suggest up t"},{"name":"write_summary","description":"Use this when the user wants a resume summary or professional profile written from their resume. Draft professional summaries from a resume: rule-based drafts b"},{"name":"action_verbs","description":"Use this when the user wants stronger verbs or synonyms for resume wording. Suggest resume action verbs. Pass a weak opener (\"responsible for\", \"helped\") for di"},{"name":"generate_linkedin_headline","description":"Use this when the user wants new LinkedIn headline ideas. Write LinkedIn headline options from the user's answers, each in a proven pattern (title and focus, ti"},{"name":"check_linkedin_headline","description":"Use this when the user wants their existing LinkedIn headline reviewed. Check a LinkedIn headline: length against the 220-character limit, what shows in search "},{"name":"check_linkedin_about","description":"Use this when the user wants their LinkedIn About or summary section reviewed. Check a LinkedIn About section: what shows before \"see more\" on a phone and on a "},{"name":"draft_cover_letter","description":"Use this when the user wants a cover letter for a job. Draft a cover letter from the user's resume and the job posting with fixed rules: name, contact details a"},{"name":"draft_resignation_letter","description":"Use this when the user wants to resign and needs a resignation letter or their last working day. Draft a short, professional resignation letter and work out the"},{"name":"interview_questions","description":"Use this when the user is preparing for an interview and wants likely questions, for a specific job or in general. Interview questions to practise, each with wh"},{"name":"review_interview_answer","description":"Use this when the user gives an answer to an interview question and wants feedback on it. Review the user's answer to an interview question: a rating, length an"}],"toolCount":19,"toolsHash":"a2ae4e6d6dcd3c5816b905a24586ac24692a1046a96e425dd882403b5b09903b","serverName":"atsprep","capabilities":["tools","resources","prompts"],"serverVersion":"2.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-24T13:29:05.994Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":260,"error":null,"detail":{"tools":[{"name":"check_resume","description":"Use this when the user shares a resume (pasted text or a file's text) and wants it checked, scored, reviewed for ATS problems, or wants to know what to fix. Sco"},{"name":"match_job","description":"Use this when the user has a resume and a job posting and asks how well they match, what keywords are missing, or whether to apply. For rewrites, use tailor_res"},{"name":"check_bullets","description":"Use this when the user wants a few resume bullet points checked without sending the whole resume. Give each resume bullet a score, a verdict and specific fixes "},{"name":"open_in_studio","description":"Use this when the user wants to edit their resume in an editor, apply a template, or download it as a PDF or Word file. Make a link that opens this resume in AT"},{"name":"list_templates","description":"Use this when the user asks for resume templates, designs or example resumes for a role. List ATSPrep's resume designs, each with a link that opens Studio in th"},{"name":"fetch_job_post","description":"Use this when the user gives a job posting link instead of its text; then pass the result to the job tools. Read a public job posting from its link and return t"},{"name":"keyword_scan","description":"Use this when the user has only a job posting (no resume yet) and wants its key skills and keywords. List the skills, tools and requirements a job posting asks "},{"name":"tailor_resume","description":"Use this when the user wants their resume rewritten or tailored for a specific job posting. Tailor a resume to a job posting: the posting's keywords the resume "},{"name":"improve_bullet","description":"Use this when the user wants one resume bullet rewritten or made stronger. Check one resume bullet with the fixed rules (score, verdict, fixes) and suggest up t"},{"name":"write_summary","description":"Use this when the user wants a resume summary or professional profile written from their resume. Draft professional summaries from a resume: rule-based drafts b"},{"name":"action_verbs","description":"Use this when the user wants stronger verbs or synonyms for resume wording. Suggest resume action verbs. Pass a weak opener (\"responsible for\", \"helped\") for di"},{"name":"generate_linkedin_headline","description":"Use this when the user wants new LinkedIn headline ideas. Write LinkedIn headline options from the user's answers, each in a proven pattern (title and focus, ti"},{"name":"check_linkedin_headline","description":"Use this when the user wants their existing LinkedIn headline reviewed. Check a LinkedIn headline: length against the 220-character limit, what shows in search "},{"name":"check_linkedin_about","description":"Use this when the user wants their LinkedIn About or summary section reviewed. Check a LinkedIn About section: what shows before \"see more\" on a phone and on a "},{"name":"draft_cover_letter","description":"Use this when the user wants a cover letter for a job. Draft a cover letter from the user's resume and the job posting with fixed rules: name, contact details a"},{"name":"draft_resignation_letter","description":"Use this when the user wants to resign and needs a resignation letter or their last working day. Draft a short, professional resignation letter and work out the"},{"name":"interview_questions","description":"Use this when the user is preparing for an interview and wants likely questions, for a specific job or in general. Interview questions to practise, each with wh"},{"name":"review_interview_answer","description":"Use this when the user gives an answer to an interview question and wants feedback on it. Review the user's answer to an interview question: a rating, length an"}],"toolCount":18,"toolsHash":"ac710d0f0addb1a33485dbc09b7b2645fe692bce4eff4a66ecdacab8b2663f58","serverName":"atsprep","capabilities":["tools","resources","prompts"],"serverVersion":"2.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-24T06:28:44.903Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":132,"error":null,"detail":{"tools":[{"name":"check_resume","description":"Use this when the user shares a resume (pasted text or a file's text) and wants it checked, scored, reviewed for ATS problems, or wants to know what to fix. Sco"},{"name":"match_job","description":"Use this when the user has a resume and a job posting and asks how well they match, what keywords are missing, or whether to apply. For rewrites, use tailor_res"},{"name":"check_bullets","description":"Use this when the user wants a few resume bullet points checked without sending the whole resume. Give each resume bullet a score, a verdict and specific fixes "},{"name":"open_in_studio","description":"Use this when the user wants to edit their resume in an editor, apply a template, or download it as a PDF or Word file. Make a link that opens this resume in AT"},{"name":"list_templates","description":"Use this when the user asks for resume templates, designs or example resumes for a role. List ATSPrep's resume designs, each with a link that opens Studio in th"},{"name":"fetch_job_post","description":"Use this when the user gives a job posting link instead of its text; then pass the result to the job tools. Read a public job posting from its link and return t"},{"name":"keyword_scan","description":"Use this when the user has only a job posting (no resume yet) and wants its key skills and keywords. List the skills, tools and requirements a job posting asks "},{"name":"tailor_resume","description":"Use this when the user wants their resume rewritten or tailored for a specific job posting. Tailor a resume to a job posting: the posting's keywords the resume "},{"name":"improve_bullet","description":"Use this when the user wants one resume bullet rewritten or made stronger. Check one resume bullet with the fixed rules (score, verdict, fixes) and suggest up t"},{"name":"write_summary","description":"Use this when the user wants a resume summary or professional profile written from their resume. Draft professional summaries from a resume: rule-based drafts b"},{"name":"action_verbs","description":"Use this when the user wants stronger verbs or synonyms for resume wording. Suggest resume action verbs. Pass a weak opener (\"responsible for\", \"helped\") for di"},{"name":"generate_linkedin_headline","description":"Use this when the user wants new LinkedIn headline ideas. Write LinkedIn headline options from the user's answers, each in a proven pattern (title and focus, ti"},{"name":"check_linkedin_headline","description":"Use this when the user wants their existing LinkedIn headline reviewed. Check a LinkedIn headline: length against the 220-character limit, what shows in search "},{"name":"check_linkedin_about","description":"Use this when the user wants their LinkedIn About or summary section reviewed. Check a LinkedIn About section: what shows before \"see more\" on a phone and on a "},{"name":"draft_cover_letter","description":"Use this when the user wants a cover letter for a job. Draft a cover letter from the user's resume and the job posting with fixed rules: name, contact details a"},{"name":"draft_resignation_letter","description":"Use this when the user wants to resign and needs a resignation letter or their last working day. Draft a short, professional resignation letter and work out the"},{"name":"interview_questions","description":"Use this when the user is preparing for an interview and wants likely questions, for a specific job or in general. Interview questions to practise, each with wh"},{"name":"review_interview_answer","description":"Use this when the user gives an answer to an interview question and wants feedback on it. Review the user's answer to an interview question: a rating, length an"}],"toolCount":18,"toolsHash":"ef9dd75d7a6ac96822ae01dcf91b3d1d466c6aa6e0bf9a45de5ad3240a4d1585","serverName":"atsprep","capabilities":["tools","resources","prompts"],"serverVersion":"2.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-24T00:25:01.776Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":190,"error":null,"detail":{"tools":[{"name":"check_resume","description":"Use this when the user shares a resume (pasted text or a file's text) and wants it checked, scored, reviewed for ATS problems, or wants to know what to fix. Sco"},{"name":"match_job","description":"Use this when the user has a resume and a job posting and asks how well they match, what keywords are missing, or whether to apply. For rewrites, use tailor_res"},{"name":"check_bullets","description":"Use this when the user wants a few resume bullet points checked without sending the whole resume. Give each resume bullet a score, a verdict and specific fixes "},{"name":"open_in_studio","description":"Use this when the user wants to edit their resume in an editor, apply a template, or download it as a PDF or Word file. Make a link that opens this resume in AT"},{"name":"list_templates","description":"Use this when the user asks for resume templates, designs or example resumes for a role. List ATSPrep's resume designs, each with a link that opens Studio in th"},{"name":"fetch_job_post","description":"Use this when the user gives a job posting link instead of its text; then pass the result to the job tools. Read a public job posting from its link and return t"},{"name":"keyword_scan","description":"Use this when the user has only a job posting (no resume yet) and wants its key skills and keywords. List the skills, tools and requirements a job posting asks "},{"name":"tailor_resume","description":"Use this when the user wants their resume rewritten or tailored for a specific job posting. Tailor a resume to a job posting: the posting's keywords the resume "},{"name":"improve_bullet","description":"Use this when the user wants one resume bullet rewritten or made stronger. Check one resume bullet with the fixed rules (score, verdict, fixes) and suggest up t"},{"name":"write_summary","description":"Use this when the user wants a resume summary or professional profile written from their resume. Draft professional summaries from a resume: rule-based drafts b"},{"name":"action_verbs","description":"Use this when the user wants stronger verbs or synonyms for resume wording. Suggest resume action verbs. Pass a weak opener (\"responsible for\", \"helped\") for di"},{"name":"generate_linkedin_headline","description":"Use this when the user wants new LinkedIn headline ideas. Write LinkedIn headline options from the user's answers, each in a proven pattern (title and focus, ti"},{"name":"check_linkedin_headline","description":"Use this when the user wants their existing LinkedIn headline reviewed. Check a LinkedIn headline: length against the 220-character limit, what shows in search "},{"name":"check_linkedin_about","description":"Use this when the user wants their LinkedIn About or summary section reviewed. Check a LinkedIn About section: what shows before \"see more\" on a phone and on a "},{"name":"draft_cover_letter","description":"Use this when the user wants a cover letter for a job. Draft a cover letter from the user's resume and the job posting with fixed rules: name, contact details a"},{"name":"draft_resignation_letter","description":"Use this when the user wants to resign and needs a resignation letter or their last working day. Draft a short, professional resignation letter and work out the"},{"name":"interview_questions","description":"Use this when the user is preparing for an interview and wants likely questions, for a specific job or in general. Interview questions to practise, each with wh"},{"name":"review_interview_answer","description":"Use this when the user gives an answer to an interview question and wants feedback on it. Review the user's answer to an interview question: a rating, length an"}],"toolCount":18,"toolsHash":"ef9dd75d7a6ac96822ae01dcf91b3d1d466c6aa6e0bf9a45de5ad3240a4d1585","serverName":"atsprep","capabilities":["tools","resources","prompts"],"serverVersion":"2.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-23T17:30:41.644Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":388,"error":null,"detail":{"tools":[{"name":"check_resume","description":"Use this when the user shares a resume (pasted text or a file's text) and wants it checked, scored, reviewed for ATS problems, or wants to know what to fix. Sco"},{"name":"match_job","description":"Use this when the user has a resume and a job posting and asks how well they match, what keywords are missing, or whether to apply. For rewrites, use tailor_res"},{"name":"check_bullets","description":"Use this when the user wants a few resume bullet points checked without sending the whole resume. Give each resume bullet a score, a verdict and specific fixes "},{"name":"open_in_studio","description":"Use this when the user wants to edit their resume in an editor, apply a template, or download it as a PDF or Word file. Make a link that opens this resume in AT"},{"name":"list_templates","description":"Use this when the user asks for resume templates, designs or example resumes for a role. List ATSPrep's resume designs, each with a link that opens Studio in th"},{"name":"fetch_job_post","description":"Use this when the user gives a job posting link instead of its text; then pass the result to the job tools. Read a public job posting from its link and return t"},{"name":"keyword_scan","description":"Use this when the user has only a job posting (no resume yet) and wants its key skills and keywords. List the skills, tools and requirements a job posting asks "},{"name":"tailor_resume","description":"Use this when the user wants their resume rewritten or tailored for a specific job posting. Tailor a resume to a job posting: the posting's keywords the resume "},{"name":"improve_bullet","description":"Use this when the user wants one resume bullet rewritten or made stronger. Check one resume bullet with the fixed rules (score, verdict, fixes) and suggest up t"},{"name":"write_summary","description":"Use this when the user wants a resume summary or professional profile written from their resume. Draft professional summaries from a resume: rule-based drafts b"},{"name":"action_verbs","description":"Use this when the user wants stronger verbs or synonyms for resume wording. Suggest resume action verbs. Pass a weak opener (\"responsible for\", \"helped\") for di"},{"name":"generate_linkedin_headline","description":"Use this when the user wants new LinkedIn headline ideas. Write LinkedIn headline options from the user's answers, each in a proven pattern (title and focus, ti"},{"name":"check_linkedin_headline","description":"Use this when the user wants their existing LinkedIn headline reviewed. Check a LinkedIn headline: length against the 220-character limit, what shows in search "},{"name":"check_linkedin_about","description":"Use this when the user wants their LinkedIn About or summary section reviewed. Check a LinkedIn About section: what shows before \"see more\" on a phone and on a "},{"name":"draft_cover_letter","description":"Use this when the user wants a cover letter for a job. Draft a cover letter from the user's resume and the job posting with fixed rules: name, contact details a"},{"name":"draft_resignation_letter","description":"Use this when the user wants to resign and needs a resignation letter or their last working day. Draft a short, professional resignation letter and work out the"},{"name":"interview_questions","description":"Use this when the user is preparing for an interview and wants likely questions, for a specific job or in general. Interview questions to practise, each with wh"},{"name":"review_interview_answer","description":"Use this when the user gives an answer to an interview question and wants feedback on it. Review the user's answer to an interview question: a rating, length an"}],"toolCount":18,"toolsHash":"ef9dd75d7a6ac96822ae01dcf91b3d1d466c6aa6e0bf9a45de5ad3240a4d1585","serverName":"atsprep","capabilities":["tools","resources","prompts"],"serverVersion":"2.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-23T11:24:33.939Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":409,"error":null,"detail":{"tools":[{"name":"check_resume","description":"Use this when the user shares a resume (pasted text or a file's text) and wants it checked, scored, reviewed for ATS problems, or wants to know what to fix. Sco"},{"name":"match_job","description":"Use this when the user has a resume and a job posting and asks how well they match, what keywords are missing, or whether to apply. For rewrites, use tailor_res"},{"name":"check_bullets","description":"Use this when the user wants a few resume bullet points checked without sending the whole resume. Give each resume bullet a score, a verdict and specific fixes "},{"name":"open_in_studio","description":"Use this when the user wants to edit their resume in an editor, apply a template, or download it as a PDF or Word file. Make a link that opens this resume in AT"},{"name":"list_templates","description":"Use this when the user asks for resume templates, designs or example resumes for a role. List ATSPrep's resume designs, each with a link that opens Studio in th"},{"name":"fetch_job_post","description":"Use this when the user gives a job posting link instead of its text; then pass the result to the job tools. Read a public job posting from its link and return t"},{"name":"keyword_scan","description":"Use this when the user has only a job posting (no resume yet) and wants its key skills and keywords. List the skills, tools and requirements a job posting asks "},{"name":"tailor_resume","description":"Use this when the user wants their resume rewritten or tailored for a specific job posting. Tailor a resume to a job posting: the posting's keywords the resume "},{"name":"improve_bullet","description":"Use this when the user wants one resume bullet rewritten or made stronger. Check one resume bullet with the fixed rules (score, verdict, fixes) and suggest up t"},{"name":"write_summary","description":"Use this when the user wants a resume summary or professional profile written from their resume. Draft professional summaries from a resume: rule-based drafts b"},{"name":"action_verbs","description":"Use this when the user wants stronger verbs or synonyms for resume wording. Suggest resume action verbs. Pass a weak opener (\"responsible for\", \"helped\") for di"},{"name":"generate_linkedin_headline","description":"Use this when the user wants new LinkedIn headline ideas. Write LinkedIn headline options from the user's answers, each in a proven pattern (title and focus, ti"},{"name":"check_linkedin_headline","description":"Use this when the user wants their existing LinkedIn headline reviewed. Check a LinkedIn headline: length against the 220-character limit, what shows in search "},{"name":"check_linkedin_about","description":"Use this when the user wants their LinkedIn About or summary section reviewed. Check a LinkedIn About section: what shows before \"see more\" on a phone and on a "},{"name":"draft_cover_letter","description":"Use this when the user wants a cover letter for a job. Draft a cover letter from the user's resume and the job posting with fixed rules: name, contact details a"},{"name":"draft_resignation_letter","description":"Use this when the user wants to resign and needs a resignation letter or their last working day. Draft a short, professional resignation letter and work out the"},{"name":"interview_questions","description":"Use this when the user is preparing for an interview and wants likely questions, for a specific job or in general. Interview questions to practise, each with wh"},{"name":"review_interview_answer","description":"Use this when the user gives an answer to an interview question and wants feedback on it. Review the user's answer to an interview question: a rating, length an"}],"toolCount":18,"toolsHash":"39f285424f13ac60af9b97f5ffdfcf57a89f0b5fb8eef36abfea9d1e5a372350","serverName":"atsprep","capabilities":["tools","resources","prompts"],"serverVersion":"2.0.0","protocolVersion":"2025-06-18"}},{"at":"2026-10-23T04:26:01.064Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":127,"error":null,"detail":{"tools":[{"name":"check_resume","description":"Use this when the user shares a resume (pasted text or a file's text) and wants it checked, scored, reviewed for ATS problems, or wants to know what to fix. Sco"},{"name":"match_job","description":"Use this when the user has a resume and a job posting and asks how well they match, what keywords are missing, or whether to apply. For rewrites, use tailor_res"},{"name":"check_bullets","description":"Use this when the user wants a few resume bullet points checked without sending the whole resume. Give each resume bullet a score, a verdict and specific fixes "},{"name":"open_in_studio","description":"Use this when the user wants to edit their resume in an editor, apply a template, or download it as a PDF or Word file. Make a link that opens this resume in AT"},{"name":"list_templates","description":"Use this when the user asks for resume templates, designs or example resumes for a role. List ATSPrep's resume designs, each with a link that opens Studio in th"},{"name":"fetch_job_post","description":"Use this when the user gives a job posting link instead of its text; then pass the result to the job tools. Read a public job posting from its link and return t"},{"name":"keyword_scan","description":"Use this when the user has only a job posting (no resume yet) and wants its key skills and keywords. List the skills, tools and requirements a job posting asks "},{"name":"tailor_resume","description":"Use this when the user wants their resume rewritten or tailored for a specific job posting. Tailor a resume to a job posting: the posting's keywords the resume "},{"name":"improve_bullet","description":"Use this when the user wants one resume bullet rewritten or made stronger. Check one resume bullet with the fixed rules (score, verdict, fixes) and suggest up t"},{"name":"write_summary","description":"Use this when the user wants a resume summary or professional profile written from their resume. Draft professional summaries from a resume: rule-based drafts b"},{"name":"action_verbs","description":"Use this when the user wants stronger verbs or synonyms for resume wording. Suggest resume action verbs. Pass a weak opener (\"responsible for\", \"helped\") for di"},{"name":"generate_linkedin_headline","description":"Use this when the user wants new LinkedIn headline ideas. Write LinkedIn headline options from the user's answers, each in a proven pattern (title and focus, ti"},{"name":"check_linkedin_headline","description":"Use this when the user wants their existing LinkedIn headline reviewed. Check a LinkedIn headline: length against the 220-character limit, what shows in search "},{"name":"check_linkedin_about","description":"Use this when the user wants their LinkedIn About or summary section reviewed. Check a LinkedIn About section: what shows before \"see more\" on a phone and on a "},{"name":"draft_cover_letter","description":"Use this when the user wants a cover letter for a job. Draft a cover letter from the user's resume and the job posting with fixed rules: name, contact details a"},{"name":"draft_resignation_letter","description":"Use this when the user wants to resign and needs a resignation letter or their last working day. Draft a short, professional resignation letter and work out the"},{"name":"interview_questions","description":"Use this when the user is preparing for an interview and wants likely questions, for a specific job or in general. Interview questions to practise, each with wh"},{"name":"review_interview_answer","description":"Use this when the user gives an answer to an interview question and wants feedback on it. Review the user's answer to an interview question: a rating, length an"}],"toolCount":18,"toolsHash":"1f43aa2fa3486d821fb80ec2f3587d152adef9426d2a0541e72188f420ffc166","serverName":"atsprep","capabilities":["tools","resources","prompts"],"serverVersion":"2.0.0","protocolVersion":"2025-06-18"}}],"tools":[{"name":"check_resume","description":"Use this when the user shares a resume (pasted text or a file's text) and wants it checked, scored, reviewed for ATS problems, or wants to know what to fix. Sco"},{"name":"match_job","description":"Use this when the user has a resume and a job posting and asks how well they match, what keywords are missing, or whether to apply. For rewrites, use tailor_res"},{"name":"check_bullets","description":"Use this when the user wants a few resume bullet points checked without sending the whole resume. Give each resume bullet a score, a verdict and specific fixes "},{"name":"open_in_studio","description":"Use this when the user wants to edit their resume in an editor, apply a template, or download it as a PDF or Word file. Make a link that opens this resume in AT"},{"name":"list_templates","description":"Use this when the user asks for resume templates, designs or example resumes for a role. List ATSPrep's resume designs, each with a link that opens Studio in th"},{"name":"suggest_roles","description":"Use this when the user asks what jobs or roles they could apply for, or what their resume fits. Read the resume against what postings for each of 35 roles (offi"},{"name":"fetch_job_post","description":"Use this when the user gives a job posting link instead of its text; then pass the result to the job tools. Read a public job posting from its link and return t"},{"name":"keyword_scan","description":"Use this when the user has only a job posting (no resume yet) and wants its key skills and keywords. List the skills, tools and requirements a job posting asks "},{"name":"tailor_resume","description":"Use this when the user wants their resume rewritten or tailored for a specific job posting. Tailor a resume to a job posting: the posting's keywords the resume "},{"name":"improve_bullet","description":"Use this when the user wants one resume bullet rewritten or made stronger. Check one resume bullet with the fixed rules (score, verdict, fixes) and suggest up t"},{"name":"write_summary","description":"Use this when the user wants a resume summary or professional profile written from their resume. Draft professional summaries from a resume: rule-based drafts b"},{"name":"action_verbs","description":"Use this when the user wants stronger verbs or synonyms for resume wording. Suggest resume action verbs. Pass a weak opener (\"responsible for\", \"helped\") for di"},{"name":"generate_linkedin_headline","description":"Use this when the user wants new LinkedIn headline ideas. Write LinkedIn headline options from the user's answers, each in a proven pattern (title and focus, ti"},{"name":"check_linkedin_headline","description":"Use this when the user wants their existing LinkedIn headline reviewed. Check a LinkedIn headline: length against the 220-character limit, what shows in search "},{"name":"check_linkedin_about","description":"Use this when the user wants their LinkedIn About or summary section reviewed. Check a LinkedIn About section: what shows before \"see more\" on a phone and on a "},{"name":"draft_cover_letter","description":"Use this when the user wants a cover letter for a job. Draft a cover letter from the user's resume and the job posting with fixed rules: name, contact details a"},{"name":"draft_resignation_letter","description":"Use this when the user wants to resign and needs a resignation letter or their last working day. Draft a short, professional resignation letter and work out the"},{"name":"interview_questions","description":"Use this when the user is preparing for an interview and wants likely questions, for a specific job or in general. Interview questions to practise, each with wh"},{"name":"review_interview_answer","description":"Use this when the user gives an answer to an interview question and wants feedback on it. Review the user's answer to an interview question: a rating, length an"}],"package":null,"toolSurface":{"id":"ts_feccpmmqbsvk","endpointId":"ep_gh92j5aagg24","hash":"73b679bfd79e6453dd79085c1771f3b572445b47a0106ff82827713640213614","toolCount":19,"serverName":"atsprep","serverVersion":"2.0.0","protocolVersion":"2025-06-18","firstSeenAt":"2026-10-25T03:24:26.720Z","lastSeenAt":"2026-10-25T16:27:44.253Z","observations":3,"toolNames":["check_resume","match_job","check_bullets","open_in_studio","list_templates","suggest_roles","fetch_job_post","keyword_scan","tailor_resume","improve_bullet","write_summary","action_verbs","generate_linkedin_headline","check_linkedin_headline","check_linkedin_about","draft_cover_letter","draft_resignation_letter","interview_questions","review_interview_answer"],"distinctSurfaces":11},"endpointFacts":[{"id":"ep_gh92j5aagg24","url":"https://atsprep.com/mcp","type":"mcp_streamable_http","factsCheckedAt":"2026-10-24T00:25:01.780Z","auth":{"observedAt":"2026-10-24T00:25:01.809Z","authRequired":false,"scheme":null,"resourceMetadata":null,"authorizationServer":null,"conformance":{"dpop":false,"rfc8414":false,"rfc9728":false,"pkceS256":false,"clientIdMetadataDocument":false,"dynamicClientRegistration":false}},"tls":{"observedAt":"2026-10-24T00:25:01.826Z","protocol":"TLSv1.3","chainValid":true,"chainError":null,"hostMatches":true,"subject":"atsprep.com","issuer":{"commonName":"WE1","organization":"Google Trust Services"},"validFrom":"2026-10-23T08:25:06.000Z","validTo":"2027-01-21T09:25:04.000Z","daysToExpiry":87,"sanCount":3,"fingerprint256":"B9:7A:53:CF:68:E3:15:84:A0:F8:E5:FD:5D:F3:59:D0:90:F4:63:7F:52:E8:B2:A7:B5:D2:15:2F:0C:84:8A:46"}}]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"mcp_registry","key":"io.github.Devabubakar/atsprep","url":"https://registry.modelcontextprotocol.io/v0/servers/io.github.Devabubakar%2Fatsprep","firstSeenAt":"2026-10-18T21:21:07.816Z","fetchedAt":"2026-10-22T12:22:02.553Z","normalizedAt":"2026-10-22T12:22:02.553Z"}]},"firstSeenAt":"2026-10-18T21:21:07.816Z","updatedAt":"2026-10-25T16:29:57.770Z"}