{
 "id": "com.shrutikaushik/research",
 "name": "Shruti Kaushik: Founder GTM Research",
 "description": "Founder go-to-market guides, direct answers and sourced LinkedIn, Reddit and AI search statistics.",
 "connect": {
  "transport": "streamable-http",
  "url": "https://shrutikaushik.com/mcp"
 },
 "website": "https://shrutikaushik.com/ai-connector",
 "version": "1.0.0",
 "source": "official MCP registry (registry.modelcontextprotocol.io)",
 "reliability": {
  "verdict": "flaky",
  "attempts": 8,
  "successes": 7,
  "successRate": 0.875,
  "consecutiveSuccesses": 0,
  "lastStatus": "timeout",
  "lastCheckedAt": "2026-10-19T12:20:42.628Z",
  "lastLatencyMs": 8000,
  "toolsAdvertised": 8,
  "method": "MCP initialize + tools/list from Faceabot, identified as FaceabotProbe/1.0 plus, when the server declares a read-only tool (readOnlyHint), one call of that tool with a neutral sample input to check it really returns a result. Servers on the 2026-07-28 MCP revision (no initialize handshake) get the same checks in that revision",
  "work": {
   "verdict": "proven_working",
   "tool": "list_topics",
   "attempts": 7,
   "successes": 7,
   "successRate": 1,
   "consecutiveSuccesses": 7,
   "lastStatus": "ok",
   "lastMs": 4666,
   "sampleInput": "{}",
   "method": "Faceabot calls one read-only tool (annotations.readOnlyHint) with a neutral sample input and checks that it returns a non-empty result without error."
  }
 },
 "details": "https://faceabot.com/api/catalog?id=com.shrutikaushik%2Fresearch",
 "page": "https://faceabot.com/tools/com.shrutikaushik/research",
 "badge": {
  "image": "https://faceabot.com/badge/com.shrutikaushik/research.svg",
  "markdown": "[![Measured by Faceabot](https://faceabot.com/badge/com.shrutikaushik/research.svg)](https://faceabot.com/tools/com.shrutikaushik/research)",
  "note": "Live reliability badge the publisher of this server can show on its README or website."
 },
 "recentChecks": [
  {
   "at": "2026-10-19T12:20:42.628Z",
   "ok": 0,
   "status": "timeout",
   "ms": 8000,
   "f_status": null
  },
  {
   "at": "2026-10-18T20:10:46.646Z",
   "ok": 1,
   "status": "ok",
   "ms": 8617,
   "f_status": "ok"
  },
  {
   "at": "2026-10-18T07:05:48.526Z",
   "ok": 1,
   "status": "ok",
   "ms": 8222,
   "f_status": "ok"
  },
  {
   "at": "2026-10-17T23:15:46.976Z",
   "ok": 1,
   "status": "ok",
   "ms": 8631,
   "f_status": "ok"
  },
  {
   "at": "2026-10-17T15:05:49.488Z",
   "ok": 1,
   "status": "ok",
   "ms": 8800,
   "f_status": "ok"
  },
  {
   "at": "2026-10-17T07:00:57.650Z",
   "ok": 1,
   "status": "ok",
   "ms": 8219,
   "f_status": "ok"
  },
  {
   "at": "2026-10-16T23:10:46.934Z",
   "ok": 1,
   "status": "ok",
   "ms": 6758,
   "f_status": "ok"
  },
  {
   "at": "2026-10-16T16:01:30.868Z",
   "ok": 1,
   "status": "ok",
   "ms": 7596,
   "f_status": "ok"
  }
 ],
 "trust": {
  "access": "no sign-in needed",
  "tools": 8,
  "declaredReadOnly": 8,
  "declaredCanWrite": 0,
  "declaredDestructive": 0,
  "toolDefinitionsFingerprint": "ab87274c5056c3e558fbe7b51f1358a6",
  "toolDefinitionsLastChangedAt": null,
  "toolDefinitionChangesSinceFirstSeen": 0,
  "firstSeenAt": "2026-10-17T23:15:47.155Z",
  "protocol": "2025-06-18",
  "warnings": [],
  "note": "Facts observed by Faceabot when it last read this server's tool list. 'Can write' counts tools not declared read-only (annotations are self-declared). A changed fingerprint means tool names, descriptions or schemas changed since Faceabot first saw them: re-check before trusting an earlier approval."
 }
}