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Shruti Kaushik MCP server

Which MCP servers are Shruti Kaushik's own, from the official registry and from asking its own domain, whether they answer, and what they offer. A program checked each of these, nobody copied them from a product page.

read 2026-10-27

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Whose server it is
  • Registry namecom.shrutikaushik/researchverified in the MCP registry

The registry name sits under shrutikaushik.com. The registry only lets a publisher use that namespace after proving control of the domain through DNS or HTTP.

When we asked itchecked 2026-10-27
  • Stateanswerschecked 2026-10-27
  • Tools8
  • Server calls itselfshruti-kaushik-research
  • Server version1.1.0
  • Protocol version2025-06-18

On 2026-10-27 the server answered initialize and tools/list without a sign-in. First answer in 349 ms.

Should an agent connect itNot proven either way yet
  • Whether its tools do the product's job has not been judged yet.

Once connected

  • Parameters are untyped or undescribed in 4 of 8 tools: check arguments before calling.

Said by rules from the measurements above. The likely first call is a model's pick from the tool list; read its description before relying on it.

Measured dailydaily checks: 9, the first on 2026-10-27
  • INITE MCP score98 of 100answers 100 · definitions 92 · context 100 · connects 100
  • Answered100% of days9 of 9 daily checks
  • Median first answer269 ms
  • Space in an agent's context≈ 710 tokensthe definitions of all its tools (8), which an agent carries on every turn
  • Tool definitionsA · 92 of 100
  • Typed results0 of 8 toolsdeclared outputSchema: results come typed, read once
  • Parameters without a description: in 4 of 8

What an agent can do with it

  • not sure · ghostwrite LinkedIn posts from a founder's own stories and numbers
  • not sure · write Reddit replies for subreddits that buyers read
  • not sure · audit which AI engines name a company for buyer questions

Each of the product's use cases, put to Jev against this server's tool list: can an agent do it with these tools?

Worth a look

None of the five warning signs in these definitions.

A program checks the server once a day: initialize and tools/list, no model. Tokens are the definitions' length at about four characters a token. The grade averages six checks of every tool's name, description, schema and annotations; it says how well the tools are described, not whether they work. The score weighs what was measured and nothing else: answering (25%), doing the product's job (25%), definitions (20%), context (10%), use (10%) and how readily a client connects (10%). A part that was not measured is left out, and a hidden instruction caps the score at 40. The state of vendors' MCP servers: method and numbers →

Tools it offers8 tools · read 2026-10-27
  • 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 and URL.

  • get_guide

    Get the full text (markdown) of one guide by slug, or one section of it by heading. Use after search_guides.

  • 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.

  • 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 is listed on.

  • list_topics

    List every published guide and every statistics topic page, with URLs.

  • 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.

  • 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…

  • 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.

How to connect

Add the server to your MCP client config. Claude Desktop, Cursor and most other clients read this shape:

{
  "mcpServers": {
    "research": {
      "type": "http",
      "url": "https://shrutikaushik.com/mcp"
    }
  }
}

Add it

Claude Code, in a terminal

claude mcp add --transport http shrutikaushik https://shrutikaushik.com/mcp

Add to CursorAdd to VS Code

claude.ai, ChatGPT and other clients: add https://shrutikaushik.com/mcp as a custom connector in the settings.

Each line is something a program found when it went looking: the registry entry, the server's own answer, a spec that parses. A missing line means we did not find it, not that it does not exist.