Shruti Kaushik: Founder GTM Research
REMOTE · SHRUTIKAUSHIK.COM
Founder go-to-market guides, direct answers and sourced LinkedIn, Reddit and AI search statistics.
Available components
Last scanned (1 hour ago)
Scores higher than 46% of remote servers
Reachable. Last reached 18 Oct 2026.
Category Marketing and SEO
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 Security63
- 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 enforcement could not be verified: the plaintext port answered with HTTP 404, which proves neither a plaintext path nor enforcement. View diagnostics → Unverified
- HSTS check failed: the Strict-Transport-Security header is absent. See how to fix → View diagnostics → Fail
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability68
- AI-judged instruction clarity (good).Pass
- Tool/resource definitions use about 575 tokens (~71/item across 8 items; 8 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management7
- Stability observed for 2 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage81
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 44% 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 8 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 9 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities60
- Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28. See how to fix → Fail
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.
- 18 Oct 26 0
- Schema quality: 443 → 575 ▼ functional
- Tool coverage: 38% → 44% ▲ functional
- Server version: 1.0.0 → 1.1.0 functional
- New tool “check_linkedin_post” functional
- New tool “founder_ai_visibility” functional
- 17 Oct 26 +1
- Stability: unverified → 0.03 ▲ functional
- 16 Oct 26 62
First indexed and scored.
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 18 Oct 2026 · Probed https://shrutikaushik.com/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=shrutikaushik.com | CN=Amazon RSA 2048 M01,O=Amazon,C=US | 14 Oct 2026 | 29 Apr 2027 | RSA 2048 | SHA256-RSA | 61b496a310f6afde7f3769d7544f005 |
| SANs: shrutikaushik.com, www.shrutikaushik.com | ||||||
| CN=Amazon RSA 2048 M01,O=Amazon,C=US (CA) | CN=Amazon Root CA 1,O=Amazon,C=US | 23 Aug 2022 | 23 Aug 2030 | RSA 2048 | SHA256-RSA | 77312380b9d6688a33b1ed9bf9ccda68e0e0f |
| CN=Amazon Root CA 1,O=Amazon,C=US (CA) | CN=Starfield Services Root Certificate Authority - G2,O=Starfield Technologies\, Inc.,L=Scottsdale,ST=Arizona,C=US | 25 May 2015 | 31 Dec 2037 | RSA 2048 | SHA256-RSA | 67f944a2a27cdf3fac2ae2b01f908eeb9c4c6 |
Background: What to check on a remote MCP endpoint →
DNSSEC insecure
Validation of shrutikaushik.com. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| com. | present | 19718 | 13 | Verified |
| shrutikaushik.com. | 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 |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://shrutikaushik.com/mcp | Verified | 200 | |
| http (plaintext) | http://shrutikaushik.com/mcp | Inconclusive | 404 |
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 →
about_shruti_kaushik About Shruti Kaushik ~56
Who Shruti Kaushik is (LinkedIn and Reddit ghostwriter for B2B founders since 2015), what she offers, and how to book a call or get the free AI visibility check.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
answer_question Answer a founder GTM question ~57
Find the closest published answers (from the FAQ sections of the guides and statistics pages) to a B2B go-to-market question. Each answer comes with its source URL.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | – |
| question | string | yes | – |
No output schema declared.
No examples provided.
check_linkedin_post Check a LinkedIn post for AI slop ~78
Score a LinkedIn post draft (0 to 100) for the template patterns readers flag as AI-written, with each flagged pattern, the matched words and why it reads as generated. Runs the same checker as shrutikaushik.com/tools/linkedin-ai-slop-checker.
| Name | Type | Req | Description |
|---|---|---|---|
| text | string | yes | The full post text |
No output schema declared.
No examples provided.
founder_ai_visibility Founder-led AI visibility service ~54
How Shruti Kaushik gets a founder and company named in ChatGPT, Perplexity and Google AI answers: the method, the three service tiers, the monthly report, and how to get a free baseline check.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
get_guide Read a guide ~58
Get the full text (markdown) of one guide by slug, or one section of it by heading. Use after search_guides.
| Name | Type | Req | Description |
|---|---|---|---|
| section | string | – | Optional heading text to return only that section |
| slug | string | yes | – |
No output schema declared.
No examples provided.
list_topics List guides and statistics topics ~21
List every published guide and every statistics topic page, with URLs.
Input schema present but exposes no named parameters.
No output schema declared.
No examples provided.
search_guides Search founder GTM guides ~86
Search Shruti Kaushik's research-backed go-to-market guides for B2B founders (LinkedIn, Reddit, AI search visibility, founder-led marketing and sales). Returns matching guides with their direct answer and URL.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | – |
| query | string | yes | What the founder wants to know, e.g. "how often should founders post on LinkedIn" |
No output schema declared.
No examples provided.
search_statistics Search sourced statistics ~84
Search a library of LinkedIn, Reddit, AI search, B2B buying and founder-led marketing statistics. Every figure includes the original publisher, date and source URL, plus the shrutikaushik.com page it is listed on.
| Name | Type | Req | Description |
|---|---|---|---|
| limit | integer | – | – |
| query | string | yes | e.g. "reddit AI citations" or "LinkedIn engagement rate" |
No output schema declared.
No examples provided.
How do I install the Shruti Kaushik: Founder GTM Research MCP server?
Shruti Kaushik: Founder GTM Research is a hosted endpoint at https://shrutikaushik.com/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 · shrutikaushik.com
claude mcp add --transport http com-shrutikaushik-research 'https://shrutikaushik.com/mcp'
What is the Shruti Kaushik: Founder GTM Research MCP server?
Shruti Kaushik: Founder GTM Research is an MCP server listed in the public MCP registry as com.shrutikaushik/research. Founder go-to-market guides, direct answers and sourced LinkedIn, Reddit and AI search statistics. This page covers its hosted endpoint (https://shrutikaushik.com/mcp).
Is the Shruti Kaushik: Founder GTM Research MCP server safe to use?
Shruti Kaushik: Founder GTM Research scores 63 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 Shruti Kaushik: Founder GTM Research MCP server expose?
Shruti Kaushik: Founder GTM Research exposes 8 tools: search_guides, get_guide, answer_question, search_statistics, list_topics, and 3 more. Their descriptions and schemas cost roughly 494 tokens of context every time the server is loaded.
Does the Shruti Kaushik: Founder GTM Research MCP server require authentication?
No. We connected to Shruti Kaushik: Founder GTM Research without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the Shruti Kaushik: Founder GTM Research MCP server still maintained?
Shruti Kaushik: Founder GTM Research is still listed as active in the MCP registry. We last reached this channel on 18 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.