Fmind Freelance AI Architect Website

io.github.fmindPublished by GitHub account fmindv2.7.1Updated Nov 8, 2026

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

The publisher's own server: PortfolioFit

VerifiedStreamable HTTPWeb executableKnowledge & Memory Data & Analytics

Server details

Identifier: io.github.fmind/portfolio
Transport: Streamable HTTP
Runtime: Web executable
Trust: Verified
Published: Sep 16, 2026

Security note

MCP servers receive tool arguments from a conversation and may perform external actions. Review what a server can do before you enable it, and give it only the access it needs.

The registry verified the GitHub account fmind for this listing. That does not show the account is the product's maker.

SourceWeft's checks cover whether the listing is complete and the endpoint answered; they do not review the server's code or what its tools do.

Add a badge to your README

Show readers this MCP server is listed on SourceWeft. The badge links to this page.

[![Listed on SourceWeft](https://sourceweft.com/badge/mcp/io.github.fmind%2Fportfolio.svg)](https://sourceweft.com/mcp/io.github.fmind%2Fportfolio?utm_source=readme&utm_medium=badge)

Overview

AI-generated overview

Read-only remote MCP server exposing one freelance AI architect's portfolio, articles, services, and LLM hosting and MCP context cost calculators.

What you can do: Read the owner's profile, headline, contact details, socials and expertise
List work experience, certifications, publications, open-source projects and YouTube series
Search hosted articles by relevance and read a full article in Markdown with dates and canonical links
List professional services with availability and booking information
Compare a GKE infrastructure budget with managed LLM APIs, and price the tool-definition tokens that MCP servers add to each request
When to use it: Useful when you want an assistant to answer questions about this specific architect's background, writing or consulting services, or to run the built-in LLM hosting and MCP context cost comparisons without leaving the chat.
Requirements: A remote streamable HTTP endpoint at the provider's site; no package, account, API key or environment variable is declared.

Before you install

Content is limited to one person's portfolio and is read-only; the cost calculators return estimates based on presets and assumptions, so treat figures as indicative rather than authoritative.

Installation

In SourceWeft

Open Fmind Freelance AI Architect Website in the dashboard and add it to a workspace.
Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.github.fmind%2Fportfolio/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "fmind-freelance-ai-architect-website": {
      "type": "http",
      "url": "https://www.fmind.dev/mcp"
    }
  }
}

README

This repository has no README.

Tools

get_profile

Get profile

Return the core profile: identity, headline, job title, contact, socials, biography, and areas of expertise.

Takes no parameters.

list_experience

List work experience

List professional work experience: companies, roles, descriptions, and skill tags.

Takes no parameters.

list_certifications

List credentials

List professional certifications, badges, and course specializations with their issuers.

Takes no parameters.

list_publications

List publications

List academic and written publications: the PhD thesis, peer-reviewed papers, and hosted articles.

Takes no parameters.

search_articles

Search articles

Search 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.

Parameterstaglimitqueryrequired

list_projects

List projects

List open-source projects and educational YouTube series.

Takes no parameters.

get_services

Get professional services

List the professional services on offer (AI architecture advisory and mentoring) with availability and how to book.

Takes no parameters.

get_article

Read an article

Read 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.

Parametersslugrequired

compare_llm_hosting

Compare LLM hosting costs

Compare 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. 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.

Parametersparametersrequired

compare_mcp_context_cost

Compare MCP context costs

Count 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.

Parametersserversrequests_per_day

Version history

v2.7.1LatestNov 3, 2026
v2.6.1Oct 31, 2026
v2.6.0Oct 29, 2026
v2.5.0Oct 14, 2026
v2.4.0Oct 12, 2026
v2.3.0Oct 6, 2026
v2.2.3Sep 27, 2026
v2.2.2Sep 25, 2026
v2.2.1Sep 23, 2026
v2.2.0Sep 23, 2026
v1.6.0Sep 16, 2026

Score

83% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

Reached in the last 30 daysRequired25 pts
Auth declaredRequired10 pts
Tools listedRequired15 pts
DescriptionRequired15 pts
Logo10 pts
Documentation15 pts
Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.
LicenseNot applicable
A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.

Other Portfolio integrations

PortfolioFit

fit.portfolioOfficial publisher

PortfolioFit is a remote MCP server that lets an assistant check normalized portfolios against mandates and compute allocation constraints and statistics.

Streamable HTTPWeb executable

Finance10 toolsOct 24, 2026