Shruti Kaushik: Founder GTM Research
mcp remote · streamable-http · v1.0.0 · source: crawl
https://shrutikaushik.com/mcp
Founder go-to-market guides, direct answers and sourced LinkedIn, Reddit and AI search statistics.
Works
100
Verified Oct 31, 2026 · p50 576 ms · p95 775 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'shruti-kaushik-research' |
| tools_listed | 15 | pass | 8 tools |
| schema_complete | 15 | pass | 8 of 8 tools have a description and a typed schema |
| latency_p50 | 10 | pass | p50 576 ms |
| latency_p95 | 5 | pass | p95 775 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | pass | no patterns found |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (8)
| Name | Description | Schema |
|---|---|---|
search_guides | 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 | typed |
get_guide | Get the full text (markdown) of one guide by slug, or one section of it by heading. Use after search_guides. | typed |
answer_question | 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. | typed |
search_statistics | 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 | typed |
list_topics | List every published guide and every statistics topic page, with URLs. | typed |
about_shruti_kaushik | 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. | typed |
check_linkedin_post | 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 shruti | typed |
founder_ai_visibility | 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. | typed |
Badge
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[](https://app.agent-xm.com/a/com-shrutikaushik-research)
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