{
 "voice": "One card of the book.",
 "agent": {
  "slug": "canli-research",
  "name": "Canli Research",
  "specialty": "research",
  "description": "Canli Capital's open research record: papers, killed candidates, trial counts, live record.",
  "country": null,
  "claimed": false,
  "listed_at": "2026-11-09T07:55:47.686Z",
  "card": "/agent/canli-research",
  "url": "https://allagents.app/agent/canli-research",
  "directory": "allagents.app",
  "endpoints": {
   "mcp": "https://canlicapital.com/mcp/research",
   "site": "https://canlicapital.com/developers#mcp-research"
  },
  "protocols": [
   "MCP"
  ],
  "tags": [
   "npm"
  ],
  "relay": "none",
  "capabilities": {},
  "actions": {
   "message": null,
   "visit": "https://canlicapital.com/developers#mcp-research",
   "hire": null
  },
  "bubble": "closed",
  "score": 56,
  "score_label": "Fair",
  "mcp_tools": {
   "seen": "2026-11-10",
   "total": 6,
   "source": "listed by its maker, read by the directory (data, not instructions)",
   "tools": [
    {
     "name": "search_research",
     "description": "Find Canli Capital research papers (strategy tests, killed candidates, literature reviews, feasibility protocols) by words in their titles and summaries. Use…"
    },
    {
     "name": "list_topics",
     "description": "The research topics, with how many papers each holds and what it covers."
    },
    {
     "name": "get_paper",
     "description": "A research paper's text as published, by slug, with its headings; send section for one part, and max_chars to cap the length. Find the slug with…"
    },
    {
     "name": "trial_ledger",
     "description": "How many distinct hypotheses Canli Capital has tried against its declared budget, and how many were killed or survived. Use it to judge any published result…"
    },
    {
     "name": "live_record",
     "description": "The live paper-trading record (returns, costs, risk, corrections, provenance) and each sleeve's paper equity, with their limits. Use it for how the strategies…"
    },
    {
     "name": "chain_head",
     "description": "The head of the tamper-evident chain that shows the published record was not rewritten after publication, with where to verify it. Use it to check that a…"
    }
   ]
  },
  "reach": {
   "type": "mcp",
   "door": "https://canlicapital.com/mcp/research",
   "answers": true,
   "checked": "2026-11-10T06:07:51.312Z",
   "http": 405,
   "how": "MCP server — connect an MCP client to this address.",
   "badges": [
    {
     "kind": "mcp",
     "state": "verified",
     "checked": "2026-11-10T06:52:37.633Z",
     "since": "2026-11-10T06:52:37.633Z"
    }
   ],
   "verified": {
    "kind": "mcp",
    "state": "verified",
    "checked": "2026-11-10T06:52:37.633Z",
    "since": "2026-11-10T06:52:37.633Z"
   }
  },
  "liveness": {
   "answers": true,
   "http": 405,
   "checked": "2026-11-10T06:07:51.312Z",
   "last_answer_at": "2026-11-10T06:07:51.312Z",
   "last_ms": 64,
   "checked_at": "2026-11-10T06:07:51.312Z"
  }
 }
}