Skip to content
verify mcp Beta VerifyMCP is currently in beta. If you notice any issues, get in touch and we’ll put it right.

io.github.karandaid/karandeepsingh-blog

REMOTE · KARANDEEPSINGH.CA

Search and read Karandeep Singh's DevOps and AWS blog: articles and cheatsheets.

0 this week 89 Trust /100

Last scanned (23 hours ago)

Scores higher than 97% of remote servers

Reachable. Last reached 16 Oct 2026.

Category CI/CD and DevOps

Trust breakdown (7 categories)

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 Security80
Transport & Reachability100
Schema Quality & AI Usability87
  • 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
  • AI-judged instruction clarity (excellent).Pass
  • Tool/resource definitions use about 6338 tokens (~52/item across 121 items; 11 tools + 110 resources), lean.Pass
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management100
  • No destabilizing schema changes in the last 30 days.Pass
Tool Coverage96
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 87% of tool parameters carry a description.Partial
Tool Safety100
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • We read all 11 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
  • An AI judge read all 13 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Changelog

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 0
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 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
  • 9 Sept 26 0
    • Stability: 0.97 → pass security
  • 26 Aug 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
  • 13 Aug 26 0
    • New resource “atuin-shell-history-search” functional
  • 12 Aug 26 0
    • New resource “atuin” functional
    • New resource “lambda-cost-tuning-memory-graviton” functional
  • 11 Aug 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
  • 10 Aug 26 0

    First indexed and scored.

Diagnostics

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 16 Oct 2026 · Probed https://karandeepsingh.ca/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=karandeepsingh.ca CN=YE1,O=Let's Encrypt,C=US 21 Sept 2026 20 Dec 2026 ECDSA 256 ECDSA-SHA384 69b443fa64dee213a48f5589f0dbe3ba69e
SANs: *.karandeepsingh.ca, karandeepsingh.ca
CN=YE1,O=Let's Encrypt,C=US (CA) CN=Root YE,O=ISRG,C=US 3 Sept 2025 2 Sept 2028 ECDSA 384 ECDSA-SHA384 5ddd70dd31f801c85c186a7a04b80afe
CN=Root YE,O=ISRG,C=US (CA) CN=ISRG Root X2,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 ECDSA-SHA384 872165fc34b6e5fba8add5b3705fb53a
CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA) CN=ISRG Root X1,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 SHA256-RSA 6c8f1dc727c7117f7baf853ac980f9cd

Background: What to check on a remote MCP endpoint →

DNSSEC insecure

Validation of karandeepsingh.ca. — Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
ca. present 26384 13 Verified
karandeepsingh.ca. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
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=31536000
x-content-type-options nosniff

Background: How OAuth 2.1 works in the 2026 MCP spec →

Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://karandeepsingh.ca/mcp Verified 200
http (plaintext) http://karandeepsingh.ca/mcp HTTPS enforced 301 https://karandeepsingh.ca/mcp
MCP tools · 11 exposed · ~603 tokens

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 →

Tool Tokens
browse_by_tag ~53

List posts with a given tag (e.g. aws, lambda, cost, aurora). Use list_topics to see all tags.

NameTypeReqDescription
limitnumber––
tagstringyesA tag name.

No output schema declared.

No examples provided.

get_cheatsheet ~53

Jump straight to a cheatsheet by topic (docker, cloudformation, cost, aurora, kubernetes, …) and get its full text.

NameTypeReqDescription
topicstringyesCheatsheet topic or name.

No output schema declared.

No examples provided.

get_commands ~84

Return just the runnable commands and code blocks from the best-matching article or cheatsheet — no prose. Use when the user wants the command, not the explanation.

NameTypeReqDescription
limitnumber–Max code blocks to return (default 6, max 12).
topicstringyesTopic or tool, e.g. docker, kubectl, terraform, psql.

No output schema declared.

No examples provided.

list_cheatsheets ~23

List all cheatsheets (quick-reference guides) on the blog.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

list_recent ~29

List the most recently published posts.

NameTypeReqDescription
limitnumber–Default 8, cap 20.

No output schema declared.

No examples provided.

list_topics ~24

List every tag on the blog with a post count, for discovering what's covered.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

quiz_me ~95

Test the user's knowledge with real multiple-choice questions written for the blog's articles. Returns questions, options, and an answers section with explanations. Ask the questions first, then reveal the answers.

NameTypeReqDescription
countnumber–How many questions (default 3, max 10).
topicstring–Topic to be quizzed on, e.g. aurora, lambda, docker. Omit for a random quiz.

No output schema declared.

No examples provided.

random_post ~20

Return a random post from the blog — a surprise pick.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

read_post ~77

Read a post's full text by URL, paginated. Returns a window of characters; call again with the returned next offset to continue.

NameTypeReqDescription
offsetnumber–Character offset to start from (default 0).
urlstringyesPost URL or path, e.g. /posts/aurora-postgresql-setup-guide/.

No output schema declared.

No examples provided.

related_posts ~42

Given a post URL, find other posts that share the most tags with it.

NameTypeReqDescription
limitnumber––
urlstringyesPost URL or path.

No output schema declared.

No examples provided.

search_posts ~103

Search Karandeep Singh's blog (DevOps/AWS articles and cheatsheets). Returns ranked cards with title, URL, tags, date, reading time, and summary.

NameTypeReqDescription
limitnumber–Max results (default 8, cap 20).
querystringyesSearch terms, e.g. 'aurora failover' or 'lambda cold start'.
sectionstring–Optional: restrict to 'posts' or 'cheatsheets'.

No output schema declared.

No examples provided.

Install

How do I install the io.github.karandaid/karandeepsingh-blog MCP server?

io.github.karandaid/karandeepsingh-blog is a hosted endpoint at https://karandeepsingh.ca/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 · karandeepsingh.ca

# add to Claude Code
claude mcp add --transport http karandaid-karandeepsingh-blog 'https://karandeepsingh.ca/mcp'
Common questions

What is the io.github.karandaid/karandeepsingh-blog MCP server?

io.github.karandaid/karandeepsingh-blog is an MCP server listed in the public MCP registry as io.github.karandaid/karandeepsingh-blog. Search and read Karandeep Singh's DevOps and AWS blog: articles and cheatsheets. This page covers its hosted endpoint (https://karandeepsingh.ca/mcp).

Is the io.github.karandaid/karandeepsingh-blog MCP server safe to use?

io.github.karandaid/karandeepsingh-blog scores 89 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 io.github.karandaid/karandeepsingh-blog MCP server expose?

io.github.karandaid/karandeepsingh-blog exposes 11 tools: search_posts, read_post, list_recent, browse_by_tag, list_topics, and 6 more. Their descriptions and schemas cost roughly 603 tokens of context every time the server is loaded.

Does the io.github.karandaid/karandeepsingh-blog MCP server require authentication?

No. We connected to io.github.karandaid/karandeepsingh-blog without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

Is the io.github.karandaid/karandeepsingh-blog MCP server still maintained?

io.github.karandaid/karandeepsingh-blog is still listed as active in the MCP registry. We last reached this channel on 16 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.