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Official MCP RegistryListed

Fmind Freelance AI Architect Website

Part ofFmind Freelance AI Architect WebsiteMCP server

Read-only access to Fmind's portfolio, articles, news, and sites.

First seen 2 Oct 2026. Evidence as of 11 Nov 2026.

12
Tools
From an anonymous probe
1
Source listings
Each with its own history
36
Recorded changes
Since first seen

Tools

ToolDescriptionBehaviour
compare_llm_hostingCompare a GKE infrastructure budget with managed APIs. Call with parameters={} for defaults and supported models, hardware, and plans. Simple mode accepts preset, model, billing, requests (calls/day), and window (auto, 24, 8, or 1 hour/day); set mode=simple when overriding requests. It sizes replicas under illustrative throughput assumptions. Interactive presets run 24/7; job and pipeline presets schedule running hours inside active windows. Omit billing (or send auto) for the workload default: single jobs and document pipelines take the cheaper of Flex-start and on-demand and compare against batch API rates. Commitments bill idle hours. Advanced mode keeps the fleet fixed and exposes custom token budgets, throughput, and running time. Break-even holds that fleet fixed and checks its capacity. Totals include compute and GKE; operations and additional services are excluded. Returns assumptions, USD costs, GPU/TPU accelerator comparisons, constraints, sources, and a shareable URL. Invalid inputs fail; no resources are provisioned. See /agents#calculator.Read-only
compare_mcp_context_costCount the tool-definition tokens that measured MCP servers (GitHub default toolset, Filesystem, Memory, Playwright) add to every model request, then price them as standard input for the managed APIs in the hosting snapshot. Omit servers for all four. Returns tokens per request and month, context share and USD per 1,000 requests and per 30-day month for each model, dated sources, limitations and a shareable page URL. Reference tokens, not provider billing. See /agents#mcp-context.Read-only
get_articleRead a public article's complete Markdown, dates, canonical URL, and hosted section links. Use a slug from search_articles; unknown and draft articles are unavailable.Read-only
get_newsRead a published daily news edition's complete Markdown, curated links, dates, and canonical URL. Use an edition slug (YYYY-MM-DD or YYYY-MM-DD-topic) from search_news.Read-only
get_profileReturn the core profile: identity, headline, job title, contact, socials, biography, leadership, and areas of expertise.Read-only
get_servicesList the professional services on offer (AI architecture advisory and mentoring) with availability and how to book.Read-only
list_certificationsList professional certifications, badges, and course specializations with their issuers.Read-only
list_experienceList professional work experience: companies, roles, descriptions, and skill tags.Read-only
list_projectsList open-source projects and educational YouTube series.Read-only
list_publicationsList academic and written publications: the PhD thesis, peer-reviewed papers, and hosted articles.Read-only
search_articlesSearch the hosted articles by relevance (BM25 over titles, tags, descriptions, and full text) and return the best matches. Use it to answer what Fmind has written about a topic instead of listing every publication.Read-only
search_newsSearch or list the daily curated tech news editions (titles, domains, URLs, descriptions, and dates). Omit query to list the latest editions, or pass a query to return matching editions and links.Read-only

Change history

  1. get_profile: description changed (+"leadership,")
  2. get_news: input schema changed
  3. get_article: input schema changed
  4. compare_llm_hosting: input schema changed
  5. compare_llm_hosting: description changed (+"Omit billing (or send auto) for the workload default: single jobs and document pipelines take the cheaper of Flex-start and on-demand and compare against batch API rates.")
  6. search_news: tool added
  7. get_news: tool added
  8. server instructions changed (+"browse daily curated tech news,")
  9. Description changed (registry)
  10. search_articles: input schema changed
  11. compare_llm_hosting: input schema changed
  12. search_articles: input schema changed
  13. list_publications: input schema changed
  14. get_article: input schema changed
  15. compare_llm_hosting: input schema changed
  16. compare_llm_hosting: input schema changed
  17. Repository changed (registry)
  18. search_articles: input schema changed
  19. list_publications: input schema changed
  20. list_projects: input schema changed
  21. list_experience: input schema changed
  22. list_certifications: input schema changed
  23. get_services: input schema changed
  24. get_profile: input schema changed
  25. get_article: input schema changed
  26. compare_mcp_context_cost: input schema changed
  27. compare_llm_hosting: input schema changed
  28. search_articles: input schema changed
  29. get_profile: input schema changed
  30. compare_llm_hosting: input schema changed
  31. compare_llm_hosting: description changed (+"GPU/TPU accelerator comparisons,")
  32. server instructions changed (+"and MCP context costs" +"calculators." -"assumptions")
  33. get_profile: input schema changed
  34. compare_mcp_context_cost: tool added
  35. compare_llm_hosting: input schema changed
  36. compare_llm_hosting: description changed (+"a" +"infrastructure budget" +"APIs.")
Source listings
SourceListingFirst seenLast seenVersions
Official MCP Registryio.github.fmind/portfolio2 Oct 202611 Nov 20263