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Zovo Resume PDF

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Turns the facts of your resume into a clean one-column PDF document to print or send.

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Status
Healthy
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
ChatGPT
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Claude
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TDQS

A4.4/5.0

Scored across 2 tools

Disambiguation5/5

The two tools are cleanly split into generation (generate_resume_pdf) and verification (check_resume_text), and each description explicitly states what the other does and what it does not do (no scoring, no rewriting). An agent can pick the right tool without guessing.

Naming Consistency5/5

Both names are snake_case verb_noun forms built on the same 'resume' resource (check_resume_text / generate_resume_pdf), so the pattern is fully predictable and readable.

Tool Count3/5

Two tools is on the thin side for a PDF server: it covers produce and inspect, but there is no way to list the mentioned templates (classic, modern, compact) or refresh an expired download link. Each tool is substantial and earns its place, but the surface is borderline.

Completeness4/5

The core lifecycle (generate from facts, verify machine-readable text and ordering) is fully covered, with deliberate, documented exclusions like scoring, cover letters, and two-column layouts. Minor gaps remain around template discovery and re-issuing expired links, which agents can work around.

Available Tools

2 tools
check_resume_textCheck resume PDF textA
Read-onlyIdempotent
Inspect

Use this when the user wants to confirm that a resume PDF made from their facts has machine-readable text: it builds the same PDF as generate_resume_pdf from the same fields, reads the text back with pdf.js, and reports the page count, whether text runs top to bottom, and which headings and bullets are missing or out of order. With an optional uploaded resume PDF it checks that file instead, comparing only the name, summary and bullets given in the fields. Does not score the resume, rewrite it, or predict how a specific applicant tracking system ranks it.

NameRequiredDescriptionDefault
fileNoOptional: the resume PDF to check, e.g. the Maria-Santos-resume.pdf downloaded from generate_resume_pdf. Without it, the tool builds the PDF from the fields and checks that.
nameYesFull name as it should appear, e.g. "Maria Santos".
skillsNoUp to 60 skills, e.g. ["SQL", "Python", "Tableau"]. Items with a label and a colon print one per line.
contactNoUp to 6 contact items shown on one line, e.g. ["maria@example.com", "+1 555 0100", "Austin, TX", "linkedin.com/in/maria"].
summaryNoOptional short profile paragraph in the user's own words, e.g. "Analyst with 6 years in retail pricing."
headlineNoOptional one-line professional title, e.g. "Senior Data Analyst".
projectsNoUp to 8 projects, e.g. [{"name":"Price tracker","bullets":["Scrapes 3 stores daily"]}].
templateNoLayout: classic (centered header, one column), modern (left header with a blue accent rule) or compact (smaller type). Default classic.
educationNoUp to 8 education entries, e.g. [{"degree":"BSc Economics","school":"UT Austin","end":"2018"}].
page_sizeNoPaper size: letter (US, default) or a4.
experienceNoUp to 15 jobs in the order to print (usually newest first), e.g. [{"title":"Analyst","org":"Acme","start":"2021-03","end":"present","bullets":["Built dashboards"]}].
certificationsNoUp to 15 certifications, e.g. [{"name":"PMP","issuer":"PMI","date":"2022"}].
fit_to_one_pageNotrue to tighten spacing, margins (down to 0.5 in) and type size (down to 9 pt) so the resume fits one page. The result says if it still does not fit.

Output Schema

NameRequiredDescription
pagesYes
resultYes
sourceYes
missingYes
warningsYes
charactersYes
text_itemsYes
not_checkedNo
out_of_orderYes
bullets_foundYes
missing_countNo
reading_orderYes
blocks_checkedYes
headings_foundYes
bullets_expectedYes
not_checked_countNo
out_of_order_countNo
replaced_charactersYes
blocks_found_in_orderYes

TDQS

A4.3/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnly, idempotent, non-destructive and closed-world, so the safety profile is covered. The description adds real behavioral context beyond them: the tool internally renders a PDF with pdf.js and reads the text back, and in file mode it narrows the comparison to only the name, summary and bullets supplied in the fields. It stops short of noting cost or latency of the render-and-parse step, which is the only remaining gap.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The when-to-use condition is front-loaded in the first clause, followed by mechanism and then explicit non-goals — a sensible order. The sentences are long and clause-dense (the first sentence packs trigger, mechanism, and three report categories), but every clause carries information and nothing is repeated.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a 13-parameter tool with nested objects, this is close to complete: it explains the two input modes, what the output verifies, and what the tool refuses to do, and an output schema exists so return formatting need not be described. The only omission is guidance on what a passing versus failing check looks like in practice, which would help an agent interpret results.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the schema already documents all 13 parameters, including the nested file object, template, page_size and fit_to_one_page. The description's only added parameter meaning is that supplying file switches the tool to checking that uploaded document and restricts comparison scope — a useful nuance, but marginal against a fully documented schema, so the baseline 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource — confirm that a resume PDF has machine-readable text — and enumerates exactly what is reported (page count, top-to-bottom text flow, missing or out-of-order headings and bullets). It explicitly names the sibling generate_resume_pdf and explains the relationship (it builds the same PDF from the same fields), so an agent can separate the two without opening either schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

"Use this when the user wants to confirm..." gives an explicit trigger, and the description spells out the two operating modes: build-and-check from fields, or check an uploaded PDF via the optional file parameter. It also names when-not: it does not score the resume, rewrite it, or predict ATS ranking, which steers the agent away from using it as an evaluation tool.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

generate_resume_pdfGenerate resume PDFA
Read-onlyIdempotent
Inspect

Use this when the user wants their resume as a PDF file from facts they provide (name, contact line, summary, jobs with dates and bullets, education, skills, projects, certifications). Returns a one-column PDF with selectable text in reading order, a plain-text copy, a JSON copy of the data, the page count, and whether fit_to_one_page succeeded. Templates: classic, modern, compact; Letter or A4. Lays out only the text given: it does not write, embellish or verify resume content. Does not make cover letters, Word files, two-column designs or photos. Download links expire in about 1 hour.

NameRequiredDescriptionDefault
nameYesFull name as it should appear, e.g. "Maria Santos".
skillsNoUp to 60 skills, e.g. ["SQL", "Python", "Tableau"]. Items with a label and a colon print one per line.
contactNoUp to 6 contact items shown on one line, e.g. ["maria@example.com", "+1 555 0100", "Austin, TX", "linkedin.com/in/maria"].
summaryNoOptional short profile paragraph in the user's own words, e.g. "Analyst with 6 years in retail pricing."
headlineNoOptional one-line professional title, e.g. "Senior Data Analyst".
projectsNoUp to 8 projects, e.g. [{"name":"Price tracker","bullets":["Scrapes 3 stores daily"]}].
templateNoLayout: classic (centered header, one column), modern (left header with a blue accent rule) or compact (smaller type). Default classic.
educationNoUp to 8 education entries, e.g. [{"degree":"BSc Economics","school":"UT Austin","end":"2018"}].
page_sizeNoPaper size: letter (US, default) or a4.
experienceNoUp to 15 jobs in the order to print (usually newest first), e.g. [{"title":"Analyst","org":"Acme","start":"2021-03","end":"present","bullets":["Built dashboards"]}].
certificationsNoUp to 15 certifications, e.g. [{"name":"PMP","issuer":"PMI","date":"2022"}].
fit_to_one_pageNotrue to tighten spacing, margins (down to 0.5 in) and type size (down to 9 pt) so the resume fits one page. The result says if it still does not fit.

Output Schema

NameRequiredDescription
nameYes
pagesYes
countsYes
one_pageYes
templateYes
warningsYes
downloadsYes
file_nameYes
page_sizeYes
fit_to_one_pageYes
expires_in_hoursYes
replaced_charactersYes

TDQS

A4.4/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, idempotentHint and destructiveHint=false, and the description adds genuinely new context beyond them: selectable text in reading order, a plain-text and JSON copy, page count, whether fit_to_one_page succeeded, and that download links expire in about an hour. The statement that it 'lays out only the text given' and does not embellish or verify is important behavioral information that no annotation conveys.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The trigger condition is front-loaded and each sentence carries distinct information (returns, templates, scope limits, link expiry). The parenthetical list of resume fields partially duplicates the schema's own section names, which is the only mildly redundant element in an otherwise dense paragraph.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a 12-parameter generation tool, the description covers trigger, scope limits, output characteristics and a practical caveat about expiring download links. An output schema exists, so the description's brief mention of return values is a bonus rather than a gap, and nothing an agent needs to call this correctly is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so every one of the 12 parameters is already documented with examples and constraints in the schema. The description restates the content sections and mentions the three templates and two page sizes, but adds no format, default, or interaction detail (e.g., how fit_to_one_page interacts with template choice) that the schema does not already carry.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states a specific verb and resource ('generate a resume PDF from facts they provide') and scopes it tightly by enumerating the content sections it lays out. It also draws a boundary against sibling functionality by saying it 'does not write, embellish or verify resume content', which separates it from check_resume_text without needing to name it.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The opening clause gives an explicit trigger ('Use this when the user wants their resume as a PDF file from facts they provide'), and the exclusions ('Does not make cover letters, Word files, two-column designs or photos') tell the agent when not to call it. The alternative tool check_resume_text is never named, so the routing guidance is strong but not fully explicit.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 2 tool updates
    • First observedcheck_resume_text
    • First observedgenerate_resume_pdf

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