company.ai-first/evidence

up checked 2026-11-11T05:37:57.261Z

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Publisher-provided title

AI-first company: evidence on AI adoption

Publisher-provided description

Rated evidence on AI adoption: practices, company cases, claim checks and readiness assessments.

Summary by lookupd

Provides rated evidence on AI adoption, including company cases, practices, claim checks, figure checks and readiness assessments for…

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http evidence https://mcp.ai-first.company/mcp

Codex, remote (streamable-http)

codex mcp add evidence --url https://mcp.ai-first.company/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "evidence": {
      "url": "https://mcp.ai-first.company/mcp"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (10 tools)

Publisher-provided text

• start Start here for any question about adopting AI in a company: the map of the ai-first.company evidence. Returns the company cases by the kind of work AI was used
• open Open one part of the evidence map: a list (practices, cases, studies, figures, claim-checks, assessments) with filters such as theme, outcome, industry, company
• get_evidence Get the full records for ids from the menus and lists (such as "case:klarna-ai-customer-service" or "claim-check:mit-95-percent-of-ai-pilots-fail"): figures, ra
• check_ai_figure Before quoting an AI statistic (e.g. '95% of AI pilots fail', 'only 13% of companies are ready for AI'), check where it comes from, who was asked and what it co
• check_vendor_claim Check a claim made by an AI vendor or consultant, such as '30% productivity gain', 'cuts support costs by 40%' or 'our agents replace 700 staff'. Returns the qu
• review_ai_transformation_plan Review an AI transformation proposal, business case or rollout memo, for example before it goes to a board. Returns the do-first practices for the company’s siz
• find_practices List practices for adopting AI that fit a company's size, rated by strength of evidence. Use it for 'Where should we start with AI?' or 'What should a 120-perso
• find_company_cases List real companies that used AI and how it turned out: measured result, company-reported result, went wrong, or partly walked back. Use it for 'Who has done th
• find_readiness_assessment List published questionnaires, tests and task maps to assess AI readiness, AI literacy, staff attitudes or which tasks suit AI, best tested first, optionally by
• board_brief Prepare a one-page board brief on a question about AI adoption, from rated evidence only. Returns the company cases by the kind of work AI was used for, the the

Details

• Version: 0.3.6
• Transports: streamable-http
• Uptime (7 days): 100%
• Median latency: 718 ms
• First indexed: 2026-11-01T09:00:24.141Z
• Last seen in registry: 2026-11-01T09:00:24.141Z
• Website: https://mcp.ai-first.company/

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