Fmind Freelance AI Architect Website
REMOTE · WWW.FMIND.DEV · SCANNED SEP 30
Read-only access to Fmind's portfolio, articles, and sites.
Available components
How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →
Endpoint Security83
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one. See how to fix → View diagnostics → Partial
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- The HSTS (Strict-Transport-Security) header is present. View diagnostics → Pass
- DNSSEC is configured correctly; the domain's records validate against the full chain to the root. View diagnostics → Pass
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability85
- 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
- AI-judged instruction clarity (good).Pass
- Tool/resource definitions use about 551 tokens (~55/item across 10 items; 9 tools + 1 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management53
- Stability observed for 16 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage94
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 80% of tool parameters carry a description.Partial
- Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 9 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 11 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a current MCP spec version (2026-07-28).Pass
How do I install the Fmind Freelance AI Architect Website MCP server?
Fmind Freelance AI Architect Website is a hosted endpoint at https://www.fmind.dev/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
remote · www.fmind.dev
claude mcp add --transport http fmind-portfolio 'https://www.fmind.dev/mcp'
{
"mcpServers": {
"fmind-portfolio": {
"url": "https://www.fmind.dev/mcp"
}
}
} {
"servers": {
"fmind-portfolio": {
"type": "http",
"url": "https://www.fmind.dev/mcp"
}
}
} [mcp_servers.fmind-portfolio] url = "https://www.fmind.dev/mcp"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"fmind-portfolio": {
"type": "remote",
"url": "https://www.fmind.dev/mcp",
"enabled": true
}
}
} openclaw mcp add fmind-portfolio --url 'https://www.fmind.dev/mcp' --transport streamable-http
mcp_servers:
fmind-portfolio:
url: "https://www.fmind.dev/mcp" {
"McpServers": {
"fmind-portfolio": {
"Transport": "http",
"Url": "https://www.fmind.dev/mcp"
}
}
} assistant mcp add fmind-portfolio -t streamable-http -u 'https://www.fmind.dev/mcp'
{
"mcpServers": {
"fmind-portfolio": {
"type": "http",
"url": "https://www.fmind.dev/mcp"
}
}
} The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 28 Sept 26 +8
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 27 Sept 26 0
- Server version: v2.2.2 → v2.2.3 functional
- 26 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 37 to 40. That category is still filling its 30-day observation window: 11 days of observed history at the previous scan, 12 at this one. The score rises as the window fills, whether or not the server changes.
- 25 Sept 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- Server version: v2.2.1 → v2.2.2 functional
- 24 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 30 to 33. That category is still filling its 30-day observation window: 9 days of observed history at the previous scan, 10 at this one. The score rises as the window fills, whether or not the server changes.
- 23 Sept 26 0
- Tool coverage: 75% → 80% ▲ functional
- Schema quality: excellent → good functional
- Server version: v2.2.0 → v2.2.1 functional
- Server version: v2.1.0 → v2.2.0 functional
- “search_articles” added an optional parameter “tag” cosmetic
- 22 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.
- 20 Sept 26 0
- Server version: v1.8.1 → v2.1.0 functional
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 30 Sept 2026 · Probed https://www.fmind.dev/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=www.fmind.dev | CN=WR3,O=Google Trust Services,C=US | 4 Sept 2026 | 3 Dec 2026 | RSA 2048 | SHA256-RSA | 39af7161cb3c26960a6744c76015a964 |
| SANs: www.fmind.dev | ||||||
| CN=WR3,O=Google Trust Services,C=US (CA) | CN=GTS Root R1,O=Google Trust Services LLC,C=US | 13 Dec 2023 | 20 Feb 2029 | RSA 2048 | SHA256-RSA | 7ff005a91568d63abc22861684aa4b5a |
| CN=GTS Root R1,O=Google Trust Services LLC,C=US (CA) | CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE | 19 Jun 2020 | 28 Jan 2028 | RSA 4096 | SHA256-RSA | 77bd0d6cdb36f91aea210fc4f058d30d |
Background: What to check on a remote MCP endpoint →
DNSSEC secure
Validation of www.fmind.dev. — Secure
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| dev. | present | 60074 | 8 | Verified |
| fmind.dev. | present | 38477 | 8 | Verified |
| www.fmind.dev. | Verified address RRset verified with the apex keys |
Authentication No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
| Header | Value |
|---|---|
| strict-transport-security | max-age=63072000; includeSubDomains; preload |
| content-security-policy | default-src 'self'; base-uri 'none'; object-src 'none'; frame-ancestors 'none'; form-action 'self'; script-src 'self' 'nonce-iK_86wTviG9c2Qrz5oMBBVGf'; style-src 'self'; img-src 'self' data:; font-src 'self'; connect-src 'self'; |
| x-content-type-options | nosniff |
| x-frame-options | DENY |
| referrer-policy | strict-origin-when-cross-origin |
| permissions-policy | accelerometer=(), autoplay=(self), camera=(), display-capture=(), encrypted-media=(), fullscreen=(), geolocation=(), gyroscope=(), magnetometer=(), microphone=(), midi=(), payment=(), sync-xhr=(), usb=() |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://www.fmind.dev/mcp | Verified | 200 | |
| http (plaintext) | http://www.fmind.dev/mcp | HTTPS enforced | 302 | https://www.fmind.dev/mcp |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
compare_llm_hosting Compare LLM hosting costs ~124
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.
| Name | Type | Req | Description |
|---|---|---|---|
| parameters | object | yes | Calculator URL parameters as strings; use an empty object for defaults and available choices. |
| Name | Type | Req | Description |
|---|---|---|---|
| apis | array | yes | – |
| calculated_on | string | yes | – |
| comparison_ready | boolean | yes | – |
| estimate | – | yes | – |
| inputs | – | yes | – |
| latency | string | yes | – |
| limitations | array | yes | – |
| model_comparisons | array | yes | – |
| models | array | yes | – |
| node_pools | array | yes | – |
| parameters | object | yes | – |
| pilot_configuration | string | yes | – |
| precision_comparisons | array | yes | – |
| presets | array | yes | – |
| quantizations | array | yes | – |
| scenario_url | string | yes | – |
| snapshot_date | string | yes | – |
| sources | object | yes | – |
| tasks | array | yes | – |
| units | object | yes | – |
| validation | array | yes | – |
No examples provided.
get_article Read an article ~47
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.
| Name | Type | Req | Description |
|---|---|---|---|
| slug | string | yes | – |
| Name | Type | Req | Description |
|---|---|---|---|
| article | – | yes | – |
| canonical_url | string | yes | – |
| markdown | string | yes | – |
| sections | array | yes | – |
No examples provided.
get_profile Get profile ~31
Return the core profile: identity, headline, job title, contact, socials, biography, and areas of expertise.
Input schema present but exposes no named parameters.
| Name | Type | Req | Description |
|---|---|---|---|
| biography | array | yes | – |
| expertise | array | yes | – |
| leadership | array | yes | – |
| metadata | – | yes | – |
No examples provided.
get_services Get professional services ~28
List the professional services on offer (AI architecture advisory and mentoring) with availability and how to book.
Input schema present but exposes no named parameters.
| Name | Type | Req | Description |
|---|---|---|---|
| services | array | yes | – |
No examples provided.
list_certifications List credentials ~24
List professional certifications, badges, and course specializations with their issuers.
Input schema present but exposes no named parameters.
| Name | Type | Req | Description |
|---|---|---|---|
| certifications | array | yes | – |
| specializations | array | yes | – |
No examples provided.
list_experience List work experience ~24
List professional work experience: companies, roles, descriptions, and skill tags.
Input schema present but exposes no named parameters.
| Name | Type | Req | Description |
|---|---|---|---|
| experience | array | yes | – |
No examples provided.
list_projects List projects ~18
List open-source projects and educational YouTube series.
Input schema present but exposes no named parameters.
| Name | Type | Req | Description |
|---|---|---|---|
| open_source | array | yes | – |
| youtube_series | array | yes | – |
No examples provided.
list_publications List publications ~28
List academic and written publications: the PhD thesis, peer-reviewed papers, and hosted articles.
Input schema present but exposes no named parameters.
| Name | Type | Req | Description |
|---|---|---|---|
| articles | array | yes | – |
| papers | array | yes | – |
| thesis | – | yes | – |
No examples provided.
search_articles Search articles ~135
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.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | maximum number of results to return (default 10, maximum 50) |
| query | string | yes | words to search for across article titles, tags, descriptions, and full text |
| tag | – | – | optionally keep only articles with this tag, case-insensitive: Agent, Coding, LLM, RAG, MLOps, Cloud, Python, Project, Demo, Guide |
| Name | Type | Req | Description |
|---|---|---|---|
| articles | array | yes | – |
| query | string | yes | – |
| total | integer | yes | – |
No examples provided.
What is the Fmind Freelance AI Architect Website MCP server?
Fmind Freelance AI Architect Website is an MCP server listed in the public MCP registry as io.github.fmind/portfolio. Read-only access to Fmind's portfolio, articles, and sites. This page covers its hosted endpoint (https://www.fmind.dev/mcp).
Is the Fmind Freelance AI Architect Website MCP server safe to use?
Fmind Freelance AI Architect Website scores 83 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the Fmind Freelance AI Architect Website MCP server expose?
Fmind Freelance AI Architect Website exposes 9 tools: get_profile, list_experience, list_certifications, list_publications, search_articles, and 4 more. Their descriptions and schemas cost roughly 459 tokens of context every time the server is loaded.
Does the Fmind Freelance AI Architect Website MCP server require authentication?
No. We connected to Fmind Freelance AI Architect Website without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the Fmind Freelance AI Architect Website MCP server still maintained?
Fmind Freelance AI Architect Website is still listed as active in the MCP registry. We last reached this channel on 30 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.