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Shortlist

A fully local resume and job-application toolkit — keyword matching, readability, verbs, interview prep

Unify Dynamics LLC

Tools10read-only
Sign-inNoneno account, no key
Data keptNoneprocessed in memory
PriceFreeoptional Pro limits
StatusLiveMCP + REST
Works withMCP · RESTany agent

Try asking

Real questions, and the tools your agent calls to answer them.

Does my resume match this job description?
Tools called
ats_keyword_match
Is this resume bullet point strong or weak?
Tools called
resume_readability
bullet_point_improver
Give me stronger verbs than 'responsible for'
Tools called
action_verb_suggestions
Write me a cover letter opener for a PM role at a startup
Tools called
cover_letter_opener
Give me behavioral interview questions for a sales role
Tools called
interview_questions
Explain the STAR method for interview answers
Tools called
star_method_guide
What sections should a chronological resume have?
Tools called
resume_section_checklist
What are common resume formatting mistakes?
Tools called
common_resume_mistakes
How do I counter a low salary offer?
Tools called
salary_negotiation_scripts

About

Shortlist is a fully local resume/job-application toolkit that complements the careers connector's job search with tools to improve your own materials. ats_keyword_match extracts meaningful keywords and phrases from a pasted job description and checks which appear in a resume, returning a match percentage plus matched/missing keywords. resume_readability analyzes bullet points for average length, strong vs weak openers, passive voice, and quantification rate. action_verb_suggestions gives strong verbs from a 150+ curated library by category or weak phrase. bullet_point_improver flags one bullet's weak opener, missing metric, and passive voice, and shows the STAR/XYZ rewrite template. cover_letter_opener returns fill-in-the-blank opening templates (achievement, connection, mission, problem-solver hooks). interview_questions is a curated bank of 90 questions across six role categories and three question types. star_method_guide explains the STAR framework with a worked example. resume_section_checklist covers chronological, functional, and combination formats. common_resume_mistakes lists mistakes and fixes by category. salary_negotiation_scripts gives adaptable phrasing for common negotiation moments. Every tool is heuristic text analysis or a hand-curated reference — not a guarantee of ATS pass-through or interview success. Keyless; zero upstream calls; nothing submitted is stored.

Sources: Hand-curated writing guidance and simple local text analysis; fully local, zero upstream calls; nothing submitted is stored or logged

Privacy

The publisher, Unify Dynamics LLC, states that tool inputs are processed in memory and not retained.

Data not collectedNo account, no profile, no stored prompts or results.

What it can do

10 tools, grouped by job. Every one is read-only or compute-only.

OpenAPI
Match & write4 tools
  • Ats keyword matchExtracts meaningful keywords/skills from a job description (tokenization, stopword removal, and a multi-word noun-phrase heuristic — not a fixed…
  • Resume readabilityAnalyzes a resume's bullet points: average bullet length, strong action-verb openers vs weak openers ("responsible for", "worked on", ...), a…
  • Bullet point improverHeuristic suggestions for improving a single resume bullet: flags a missing metric, a weak opener, and possible passive voice, and shows the…
  • Action verb suggestionsSuggests strong action verbs from a hand-curated, categorized library of 150+ verbs, given either a weak phrase to replace (e.g. "responsible…
Cover letters & interviews3 tools
  • Cover letter openerFill-in-the-blank cover-letter opening-paragraph templates — achievement-focused, connection/referral- focused, mission-alignment-focused, or…
  • Interview questionsA hand-curated bank of common interview questions by role category and question type (90 questions total across 6 role categories x 3 types).
  • Star method guideExplains the STAR (Situation, Task, Action, Result) interview-answer framework with a full worked example and tips for prepping stories in advance.
Reference3 tools
  • Resume section checklistThe expected sections and order for a chronological, functional, or combination resume, with what each section should contain and who each format…
  • Common resume mistakesA hand-curated list of common resume mistakes with fixes, by category (formatting, content, ATS- compatibility, tone), or every category if none…
  • Salary negotiation scriptsExample scripts and phrasing for common salary-negotiation scenarios — starting-point templates to adapt with your own numbers and voice, not…

Information

PublisherUnify Dynamics LLC
CategoryWork & productivity
LanguagesEnglish
Built forWorldwide
CompatibilityAny MCP client · any agent · REST
Version0.1.0
MCP endpointhttps://shortlist.connectorbay.com/mcp
REST APIopenapi.json
SupportGet help · Status
CountryWorldwide

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Get Shortlist

Free · No sign-in · Read-only

Streamable HTTP, stateless, no authentication. Paste the endpoint into any MCP-capable agent.

https://shortlist.connectorbay.com/mcp
{
  "mcpServers": {
    "shortlist": {
      "type": "http",
      "url": "https://shortlist.connectorbay.com/mcp"
    }
  }
}