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Directory / Portfolio MCP | Benjamin Nikolajew

Portfolio MCP | Benjamin Nikolajew

Q: Is Portfolio MCP | Benjamin Nikolajew server safe?

QAmcp's test on 1 Nov 2026: None of the hidden-instruction wordings we know were found in its tool descriptions. Its error messages showed no secrets or internal details. All 26 of its tools are labeled read-only. Overall it scored 84/100 on 1 Nov 2026. A test can only see what the server shows from outside, not what it does with your data behind the scenes. Connect servers from makers you trust.

by nikolajewdesign.ca · https://mcp.nikolajewdesign.ca/mcp

Explore Benjamin Nikolajew's graphic design portfolio with natural language.

26 tools✓ all read-only✓ no account neededPricing: not listed

Visit website

84 /100

PASS · WITH NOTES

12 of 12 checks · 1 Nov 2026

Is Portfolio MCP | Benjamin Nikolajew server safe?

None of the hidden-instruction wordings we know were found in its tool descriptions.
Its error messages showed no secrets or internal details.
All 26 of its tools are labeled read-only.
Overall it scored 84/100 on 1 Nov 2026.

A test can only see what the server shows from outside, not what it does with your data behind the scenes. Connect servers from makers you trust.

What it can do

26 tools, in the server's own words.

get_musicread-only

Returns a bounded first-party music catalog, a selected album or track, or one cryptographically selected random track.

list_portfolio_projectsread-only

Returns 21 curated portfolio entries: 20 public design case studies plus SAE Engineering, with optional filters, visuals, and randomized discovery.

get_project_by_slugread-only

Returns full structured portfolio project data by slug with citation/provenance, ranked visual highlights, and optional case-study signals.

search_project_notesread-only

Searches project narrative fields and returns ranked excerpts with citation URLs, visual highlights, and optional case-study signals.

get_project_followup_detailread-only

Returns one best-matched project deep-dive for follow-up questions with focus highlights, visual context, and citation-backed signals.

get_project_artwork_galleryread-only

Returns thumbnail plus 3-5 ranked artwork images for one matching project by default, or up to three projects when limitProjects is supplied, with accurate alt…

get_brand_kitread-only

Returns the first-party Nikolajew Design brand identity, original logos, colors, Stolzl typography, icons, and preview imagery for style decks, webpages, cards…

get_professional_profileread-only

Returns deterministic profile, contact, process, personality, and capability-limit signals with provenance.

get_agent_capabilitiesread-only

Returns grounded Portfolio Agent and Portfolio MCP explainer content, supported capability lanes, limits, and canonical links.

get_career_timelineread-only

Returns citation-backed career milestones with optional query/company filtering.

get_career_role_detailread-only

Returns a single role/company experience match with richer factual context for deep-dive career questions.

get_profile_fact_packread-only

Returns grounded long-tail profile facts (qualifications, strengths, availability, AI usage, web capability, and context) from first-party resume data.

get_career_role_comparisonread-only

Returns a side-by-side comparison between two career roles/companies using first-party employment history.

get_download_documentsread-only

Returns first-party resume and mini-portfolio download documents with grounded file metadata for supportive cards.

get_download_assetsread-only

Returns direct resume/CV and mini-portfolio download links plus online profile links for action-ready cards.

get_career_certificatesread-only

Returns documented certificates with issuer, credential ID, verification URL, and skills focus.

get_career_educationread-only

Returns education history entries with program focus and source links.

get_changelogread-only

Returns the first-party Portfolio release history from its complete generated release dataset.

get_first_party_contextread-only

Returns cited first-party sections spanning profile, work, projects, Ephemera, Portfolio MCP setup, and contact guidance.

search_first_party_contextread-only

Searches cited first-party context for career, projects, The Ephemera Digital Collection, donations, Portfolio MCP setup/build details, and contact facts.

fetch_curated_page_contextread-only

Fetches and extracts approved first-party or official-domain HTML pages for page-level evidence.

search_allowed_external_domainsread-only

Searches approved owned or official public domains only when request-scoped external-search support is available.

get_privacy_policyread-only

Returns grounded privacy and data-handling answers for nikolajewdesign.ca, Portfolio Agent, WebMCP, and agent integrations: what is collected, how prompts are …

get_contact_emailread-only

Returns canonical contact information.

and 2 more

Test results

Safe mode: only tools labeled read-only were run. How the test works

!
Ready for the newest MCP version
1 warning
- !Uses an older MCP version (2025-11-25). It works today, but it isn't on the July 2026 version (2026-07-28) yet.
note
!
Every tool is described
23 warnings
- !get_music: Inputs with no description: albumId, trackId, randomTrack, excludeTrackIds
- !list_portfolio_projects: Inputs with no description: category, query, onPublicGrid, aiFilter, excludeSlugs, limit, includeSummary, includeCaseSignals, includeVisuals, maxVisualsPerProject, randomize
- !get_project_by_slug: Inputs with no description: slug, includeCaseSignals, includeVisuals, focusQuery, maxVisuals
- !search_project_notes: Inputs with no description: query, category, aiFilter, excludeSlugs, limit, includeCaseSignals, includeVisuals, maxVisualsPerResult
- !get_project_followup_detail: Inputs with no description: query, projectSlug, focus, includeCaseSignals, includeVisuals, maxVisualsPerResult
- !get_project_artwork_gallery: Inputs with no description: query, projectSlug, category, aiFilter, limitProjects, imagesPerProject
- !get_brand_kit: Inputs with no description: section
- !get_career_timeline: Inputs with no description: query, company, limit, includeEducation
- and 15 more
note
!
Tools work with good inputs
1 warning
- !list_portfolio_projects: Answered with about 184 KB of text. Many AI apps cut off tool answers this big, so the AI may never see the end of it.
- and 25 more
note
!
Follows MCP best practices (not scored yet)
1 tip (not scored)
- !The tool list is about 174 KB (roughly 43k tokens). AI apps send it with every message, so it takes that much of the AI's memory before any work starts.
note
✓
ConnectsConnected in 1.0 s
pass
✓
Lists its toolsFound 26 tools
pass
✓
Tools are labeled safe or dangerousEvery tool has a safety label
pass
✓
No known hidden instructionsNone of the hidden-instruction wordings we know were found in tool descriptions. New wordings can get past this check.
pass
✓
Bad inputs give a clean error
All good
- ✓get_music: Refused wrong type for "albumId" with a clear error
- ✓list_portfolio_projects: Refused wrong type for "category" with a clear error
- ✓get_project_by_slug: Refused missing required input "slug" with a clear error
- ✓get_project_by_slug: Refused wrong type for "slug" with a clear error
- ✓search_project_notes: Refused missing required input "query" with a clear error
- ✓search_project_notes: Refused wrong type for "query" with a clear error
- ✓get_project_followup_detail: Refused wrong type for "query" with a clear error
- ✓get_project_artwork_gallery: Refused wrong type for "query" with a clear error
- and 18 more
pass
✓
Tools work together
5 chains working
- ✓get_music → fetch_curated_page_context: fetch_curated_page_context found what get_music returned (url = "https://www.nikolajewdesign.ca/ai-declarations.html?record=…")
- ✓list_portfolio_projects → get_project_by_slug: get_project_by_slug found what list_portfolio_projects returned (slug = "seratone")
- ✓list_portfolio_projects → fetch_curated_page_context: fetch_curated_page_context found what list_portfolio_projects returned (url = "https://www.nikolajewdesign.ca/ai-declarations.html?record=…")
- ✓get_brand_kit → fetch_curated_page_context: fetch_curated_page_context found what get_brand_kit returned (url = "https://www.nikolajewdesign.ca/assets/brand/monogram-yellow…")
- ✓get_professional_profile → fetch_curated_page_context: fetch_curated_page_context found what get_professional_profile returned (url = "https://www.linkedin.com/in/benjaminnikolajew/")
pass
✓
Fast enough
All good
- ✓Connecting took 1.0 s
- ✓Listing tools took 75 ms
- ✓Average tool answer: 69 ms
- ✓get_music: Slowest tool: get_music (441 ms)
pass
✓
No secrets leakedChecked 27 error messages: no secrets or internal details
pass

Test it yourself

Free and open source. Same checks, same score.

npx qamcp-cli https://mcp.nikolajewdesign.ca/mcp

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Score over time

1 Nov 202684

One test so far. New tests will show here.

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