MCP YouTube Transcript
An MCP server retrieving transcripts of YouTube videos
Description from the maker (original English)
Free resume tools: ATS score, job match, bullet and LinkedIn checks, tailoring, interview prep.
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://atsprep.com/mcpRun this in your terminal
claude mcp add --transport http atsprep https://atsprep.com/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"atsprep": {
"url": "https://atsprep.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": {
"atsprep": {
"type": "http",
"url": "https://atsprep.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://atsprep.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 7, 2026. The maker wrote them, not us; we show them as plain text.
check_resumeUse 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. The headline score is resumeQuality (0 to 100), the same resume-quality metric as Studio; score is its compatibility alias.
match_jobUse 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_resume instead. Returns the Studio's resumeQuality as the headline, jobFit separately, and keywordCoverage (also coverage f
check_bulletsUse 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 with stable codes: weak openers, missing scale or result, numbers that show neither, hard-to-believe claims, first perso
open_in_studioUse 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 ATSPrep Studio, the free editor, so the user can fix it, pick a template and download a PDF. The text travels in the link'
list_templatesUse 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 that design, and the example resumes by role, each with a link that opens it in Studio and a preview image.
suggest_rolesUse 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 60 roles (office, health, retail, hospitality, trades, tech, sales, design and more) usually ask for, phrased as postings in Kenya, th
fetch_job_postUse 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 the title, company, location and full description as plain text, ready for match_job, tailor_resume, keyword_scan or inte
keyword_scanUse 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 for, ranked by how hard it leans on each (repetition, position, required or preferred headings), with the high-priority
tailor_resumeUse this when the user wants their resume rewritten or tailored for a specific job posting. Returns the original resume's resumeQuality as the headline, with jobFit and keywordCoverage separately; never average them or claim suggested edits are already applied. Lists missing post
improve_bulletUse this when the user wants one resume bullet rewritten or made stronger. Check one resume bullet as check_bullets does (score, verdict, fixes) and suggest up to three stronger rewrites that keep every fact as given. ask_user names the one fact to ask the user for; never invent
write_summaryUse this when the user wants a resume summary or professional profile written from their resume. Draft professional summaries from a resume: rule-based drafts built from its title, skills and the bullets that carry a figure, plus AI drafts that use only facts in the resume. Part
action_verbsUse this when the user wants stronger verbs or synonyms for resume wording. Suggest resume action verbs. Pass a weak opener ("responsible for", "helped") for direct swaps and why they read weak, or the work in plain words ("trained new staff", "cut costs") for the matching verb g
generate_linkedin_headlineUse 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, title and result, title and who you help…), with its length and roughly what shows in search before the cut. Uses only the
check_linkedin_headlineUse this when the user wants their existing LinkedIn headline reviewed. Check a LinkedIn headline: length against the 220-character limit, what shows in search results before the cut, whether it leads with a searchable job title, and buzzwords or vague claims to replace.
check_linkedin_aboutUse 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 computer, whether the opening says who they are, results with numbers, buzzwords, a clear next step, and the 2,600-chara
draft_cover_letterUse 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 and up to two results from the resume, the job title and top keywords from the posting. Facts that are missing show as [s
draft_resignation_letterUse 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 last working day from the notice period. Missing facts show as [square-bracket] gaps. Returns the letter, the last day
interview_questionsUse 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 what the interviewer is listening for, plus STAR answer tips. With a job_description, questions come from its skills and d
review_interview_answerUse 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 and speaking time, STAR coverage for stories, filler words, specific checks, the follow-up an interviewer would likely ask
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 name was verified with the GitHub account Devabubakar, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 639 ms (HTTP 200)
No sign-in needed
Read 19 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 3 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 (2.0.0) reached the registry 20 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: MCP YouTube Transcript, Google Analytics MCP, BibiGPT YouTube Video Summarizer
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
An MCP server retrieving transcripts of YouTube videos
GA4 MCP server for AI agents: schema discovery, server-side aggregation, analysis-ready defaults.
AI video summarizer: summarize and transcribe YouTube, Bilibili, TikTok and podcast videos.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Five free, open-source Agent Skills that teach Claude, ChatGPT Codex, GitHub Copilot, Cursor and other agents to use ATSPrep's resume and job-search tools well: which tool to call, in what order, and to ask before adding anything to your resume.
| Skill | What it does |
|---|---|
resume-ats-check | Scores a resume with ATSPrep's ATS rules and walks through the fixes, worst first. |
tailor-resume-to-job | Matches a resume to a job post (link or text), shows missing keywords and rewrites your own lines honestly. |
interview-prep | A mock interview, one question at a time, with STAR feedback and a stronger answer. |
cover-letter | Drafts a cover letter (or resignation letter) from your real experience and fills the gaps with you. |
linkedin-profile-polish | Checks your LinkedIn headline and About section and writes headline options. |
Each skill calls the free ATSPrep MCP server at https://atsprep.com/mcp (18 tools: ATS check, job match, keyword scan, bullet and LinkedIn checks, tailoring, letters and interview practice). There's no account and no API key. If your agent has the ATSPrep MCP server connected, the skill uses its tools directly; if not, it runs the bundled scripts/atsprep.mjs (Node 18+, no dependencies), or plain HTTPS.
npx skills add Devabubakar/atsprep-skills
The skills CLI asks which skills and which agents to install for.
gh skill install Devabubakar/atsprep-skills --all --agent github-copilot --scope user
Needs a recent GitHub CLI (gh skill is in preview). Or copy any folder from skills/ into ~/.copilot/skills/ (for you) or .github/skills/ (for one repository).
/plugin marketplace add Devabubakar/atsprep-skills
/plugin install atsprep@atsprep-skills
Or copy folders from skills/ into ~/.claude/skills/ (for you) or .claude/skills/ (for one project). Claude Code skills docs.
resume-ats-check.zip.gh skill install Devabubakar/atsprep-skills --all --agent codex --scope user
Or copy folders from skills/ into ~/.agents/skills/ (for you) or .agents/skills/ (for one repository). Codex sandboxes network access by default, so allow it for atsprep.com, or connect the MCP server. Codex skills docs.
The skills work best when your agent also has the ATSPrep tools connected. Setup for every client is at atsprep.com/mcp. For example:
claude mcp add --transport http atsprep https://atsprep.com/mcp # Claude Code
codex mcp add atsprep --url https://atsprep.com/mcp # Codex
Most ATSPrep tools are rule-based, so the same text always gets the same answer. Four (tailor_resume, improve_bullet, write_summary, review_interview_answer) also send the text they rewrite to an open language model on Cloudflare Workers AI (Google's Gemma 4, with Meta's Llama 3.3 70B if Gemma is busy), which doesn't train on it. Any line the model returns with a number, name or tool your text doesn't contain is dropped. ATSPrep logs only the tool name, whether it worked and how long it took, never your text. Details: references/privacy.md and atsprep.com/privacy.
skills/<name>/SKILL.md the skill (built from templates/<name>.md)
skills/ /scripts/ atsprep.mjs, a zero-dependency MCP client skills/ /references/ tools.md (every tool's arguments) and privacy.md shared/, templates/, tools/ sources; run node tools/sync.mjs after editing .claude-plugin/marketplace.json Claude Code plugin marketplace
Each skill folder follows the Agent Skills specification: a SKILL.md with name and description frontmatter, plus optional scripts/ and references/, so the same folder works in every client above. node tools/sync.mjs rebuilds the skills and checks their frontmatter against the spec.
node skills/resume-ats-check/scripts/atsprep.mjs list
node skills/resume-ats-check/scripts/atsprep.mjs check_resume resume_text=@my-resume.txt target_role="Product Designer" node skills/tailor-resume-to-job/scripts/atsprep.mjs keyword_scan job_description=@job.txt
MIT. ATSPrep and the ATSPrep logo are not covered by the license.
Issues and ideas: open an issue or email support@atsprep.com.