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Search / io.github.fmind/portfolio

Fmind Freelance AI Architect Website

R0· no sign-in

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

v2.5.0 · active · repository · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality83good
Trust97of 100
Uptime, 30 days100%
Latency p50366 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "portfolio": {
      "type": "http",
      "url": "https://www.fmind.dev/mcp"
    }
  }
}
claude mcp add --transport http portfolio https://www.fmind.dev/mcp
[mcp_servers.portfolio]
url = "https://www.fmind.dev/mcp"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "portfolio": {
      "type": "remote",
      "url": "https://www.fmind.dev/mcp",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "portfolio": {
      "type": "http",
      "url": "https://www.fmind.dev/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=portfolio&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vd3d3LmZtaW5kLmRldi9tY3AifQ%3D%3D"
}
{
  "servers": {
    "portfolio": {
      "type": "http",
      "url": "https://www.fmind.dev/mcp"
    }
  }
}
{
  "mcpServers": {
    "portfolio": {
      "httpUrl": "https://www.fmind.dev/mcp"
    }
  }
}
extensions:
  "portfolio":
    enabled: true
    name: "portfolio"
    type: streamable_http
    uri: "https://www.fmind.dev/mcp"
    timeout: 300

Quality 83 / 100good

protocol100 · weight 25
  • pass
    protocol.modernsupports 2026-07-28 (server/discover)
  • pass
    protocol.statelessanswers without a session
  • pass
    protocol.transportstreamable HTTP
  • pass
    protocol.list_ttltool list is cacheable (ttlMs 3600000)
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene86 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations10 of 10 tools declare readOnlyHint or destructiveHint
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: get_profile (destructiveHint, idempotentHint); list_experience (destructiveHint, idempotentHint); list_certifications (destructiveHint, idempotentHint); …
  • pass
    tools.token_costabout 1,228 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability50 · weight 15
  • pass
    stability.changes4 tool changes in 30 days
  • fail
    stability.rug_pull2 tools kept their name but changed most of their description in 30 days; review before trusting them
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

10 tools, about 1,228 tokens to load them all · tool set b0211df91b13 · tools last changed 2026-10-14 · checked 2026-10-19 15:48 UTC

Tool changes

  • compare_mcp_context_costchangeddescription, input schema, output schemameaning changed
    before

    Estimate tool-definition tokens, context share and USD costs by filtering, search, CLI and cache assumptions. Call with parameters={} for defaults, bounds and dated sources; edit string-valued URL parameters. Reference tokens and partial-tool estimates are not provider billing measurements. Returns a shareable scenario URL. Invalid inputs fail. See /agents#mcp-context.

    after · 25% of words in common

    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.

  • get_profilechangedoutput schema
  • compare_mcp_context_costadded

    Estimate tool-definition tokens, context share and USD costs by filtering, search, CLI and cache assumptions. Call with parameters={} for defaults, bounds and dated sources; edit string-valued URL parameters. Reference tokens and partial-tool estimates are not provider billing measurements. Returns a shareable scenario URL. Invalid inputs fail. See /agents#mcp-context.

  • compare_llm_hostingchangeddescription, output schemameaning changed
    before

    Compare one GKE hosting scenario with managed API baselines using the website calculator. Call with parameters={} for defaults and supported model, node, billing, and quantization choices. Then override URL parameters as strings, e.g. requests=1000, throughput=100, tokens=500. Returns assumptions, USD costs, constraints, dated sources, and a shareable URL. Invalid inputs fail; no resources are provisioned. See /agents#calculator.

    after · 28% of words in common

    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, constraints, sources, and a shareable URL. Invalid inputs fail; no resources are provisioned. See /agents#calculator.

Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 97 / 100

provenance90
liveness100
freshness100
hygiene100

+repository +namespace-matches-repo +website +reachable +uptime-100% +updated-5d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://www.fmind.dev/mcp streamable-httpnoneyes100%366 ms2026-07-282026-10-19

Tools (10)

compare_llm_hostingread-onlyCompare 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, constraints, sources, and a shareable URL. Invalid inputs fail; no resources are provisioned. See /agents#calculator.
compare_mcp_context_costread-onlyCount 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.
get_articleread-onlyRead 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.
get_profileread-onlyReturn the core profile: identity, headline, job title, contact, socials, biography, and areas of expertise.
get_servicesread-onlyList the professional services on offer (AI architecture advisory and mentoring) with availability and how to book.
list_certificationsread-onlyList professional certifications, badges, and course specializations with their issuers.
list_experienceread-onlyList professional work experience: companies, roles, descriptions, and skill tags.
list_projectsread-onlyList open-source projects and educational YouTube series.
list_publicationsread-onlyList academic and written publications: the PhD thesis, peer-reviewed papers, and hosted articles.
search_articlesread-onlySearch 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.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "io.github.fmind/portfolio",
  "title": "Fmind Freelance AI Architect Website",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://www.fmind.dev/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "2.5.0",
  "repository": {
    "id": "1261133438",
    "url": "https://github.com/fmind/www",
    "source": "github"
  },
  "websiteUrl": "https://www.fmind.dev/",
  "description": "Read-only access to Fmind's portfolio, articles, and sites."
}