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8 clients · secrets stay placeholders

JSON (mcpServers)Claude CodeCodexOpenCodeCursorVS CodeGemini CLIGoose

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

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

[mcp_servers.research]
url = "https://shrutikaushik.com/mcp"

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "research": {
      "type": "remote",
      "url": "https://shrutikaushik.com/mcp",
      "enabled": true
    }
  }
}

{
  "mcpServers": {
    "research": {
      "type": "http",
      "url": "https://shrutikaushik.com/mcp"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=research&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vc2hydXRpa2F1c2hpay5jb20vbWNwIn0%3D"
}

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

{
  "mcpServers": {
    "research": {
      "httpUrl": "https://shrutikaushik.com/mcp"
    }
  }
}

extensions:
  "research":
    enabled: true
    name: "research"
    type: streamable_http
    uri: "https://shrutikaushik.com/mcp"
    timeout: 300

Quality 81 / 100new

protocol75 · weight 25

warn
protocol.modernnewest supported version is 2025-06-18; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
n/a
protocol.statelessonly applies to 2026-07-28 servers
pass
protocol.transportstreamable HTTP
n/a
protocol.list_ttlonly applies to 2026-07-28 servers

authorizationn/a · weight 15

n/a
auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
n/a
auth.secret_in_urlno templated URL

tool hygiene86 · weight 30

pass
tools.descriptionsevery tool has a description
pass
tools.description_lengthdescriptions are concise
pass
tools.schemasevery tool has an object input schema
pass
tools.annotations8 of 8 tools declare readOnlyHint or destructiveHint
fail
tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: search_guides (destructiveHint, idempotentHint); search_statistics (destructiveHint, idempotentHint); check_linkedin_post (destructiveHint, idempotentHint); …
pass
tools.token_costabout 781 tokens to load every tool
pass
tools.api_dumptools are not a one-to-one API dump

stabilityn/a · weight 15

n/a
stability.changes, stability.rug_pulltool history recorded for 2 of the 7 days needed

dependenciesn/a · weight 15

n/a
deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

8 tools, about 781 tokens to load them all · tool set 6428ef8f05da · tools last changed 2026-10-17 · checked 2026-10-19 10:52 UTC

Tool changes

2026-10-17founder_ai_visibilityadded
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.
2026-10-17check_linkedin_postadded
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.

Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 83 / 100

no-repository

provenance55

liveness100

freshness100

hygiene80

+dns-namespace +website +reachable +uptime-100% +updated-3d-ago -no-repository

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remote	auth	reachable	uptime 30d	p50	protocol	last ok
`https://shrutikaushik.com/mcp` streamable-http	none	yes	100%	1354 ms	2025-06-18	2026-10-19

Tools (8)

`about_shruti_kaushik`read-only	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.
`answer_question`read-only	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.
`check_linkedin_post`read-only	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.
`founder_ai_visibility`read-only	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.
`get_guide`read-only	Get the full text (markdown) of one guide by slug, or one section of it by heading. Use after search_guides.
`list_topics`read-only	List every published guide and every statistics topic page, with URLs.
`search_guides`read-only	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.
`search_statistics`read-only	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.

Schemas: list_tools.

Similar MCP servers

Official server.json

{
  "name": "com.shrutikaushik/research",
  "title": "Shruti Kaushik: Founder GTM Research",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://shrutikaushik.com/mcp",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.0",
  "websiteUrl": "https://shrutikaushik.com/ai-connector",
  "description": "Founder go-to-market guides, direct answers and sourced LinkedIn, Reddit and AI search statistics."
}