ListeningMind

npx add-mcp 'https://daas-naming.listeningmind.ai/mcp'

ListeningMind Intent Data: remote MCP server

Not search volume: the reasons people buy. Make agents intent-intelligent.

ListeningMind gives AI agents intent intelligence from real searches: what people search, in what order, and why, before they choose a brand. It reads search paths (the searches people made before and after a keyword), intent clusters (how people frame a category) and category entry points (the buying situations where demand starts), plus the criteria people choose on, what they avoid and the thresholds that make them hesitate. Markets: Korea and Japan, with the US in alpha (Google, plus Naver in Korea). Use it over MCP, REST (OpenAPI) or A2A.

MCP endpoint (Streamable HTTP)	https://daas.listeningmind.ai/mcp
Registry name	ai.listeningmind.daas/intent-data
Docs for agents	https://daas.listeningmind.ai/llms.txt
Server card	https://daas.listeningmind.ai/.well-known/mcp/server-card.json
OpenAPI	https://daas.listeningmind.ai/openapi.json
Website	https://daas.listeningmind.ai (한국어 · 日本語)
Pricing	https://daas.listeningmind.ai/en/pricing

The server is hosted, so there is nothing to install or build. This repository holds the public metadata (server.json), agent install notes (llms-install.md) and agent skills.

What agents can do with it

• Ask why people buy a product or category and get its buying situations, goals, decision criteria, thresholds, brands and pitfalls, with monthly searches and a source link to cite (why_people_buy, free).
• Follow search paths before and after a keyword to see how people move toward a choice.
• Split a category into the intent clusters people actually think in.
• Read stored topic maps with 15 intent elements (category entry points, choice criteria, constraints, avoidance, thresholds and more).
• Look up keyword demand, related searches and what AI Overviews say and cite.

Coverage: US about 1.5 billion keywords (alpha), Japan about 700 million, Korea about 400 million.

Connect

No key and no OAuth are needed to connect. Any client that supports remote Streamable HTTP MCP servers can use the URL above.

Claude Code

claude mcp add --transport http listeningmind https://daas.listeningmind.ai/mcp

Cursor (~/.cursor/mcp.json or .cursor/mcp.json)

{ "mcpServers": { "listeningmind": { "url": "https://daas.listeningmind.ai/mcp" } } }

VS Code (GitHub Copilot) (.mcp.json at the workspace root or ~/.copilot/mcp-config.json)

{ "mcpServers": { "listeningmind": { "type": "http", "url": "https://daas.listeningmind.ai/mcp" } } }

Older .vscode/mcp.json form: { "servers": { "listeningmind": { "type": "http", "url": "https://daas.listeningmind.ai/mcp" } } }. You can also run MCP: Add Server → HTTP from the command palette.

Windsurf (mcp_config.json)

{ "mcpServers": { "listeningmind": { "serverUrl": "https://daas.listeningmind.ai/mcp" } } }

Cline (cline_mcp_settings.json). Keep "type": "streamableHttp"; without it Cline uses SSE and the server answers GET with 405.

{ "mcpServers": { "listeningmind": { "type": "streamableHttp", "url": "https://daas.listeningmind.ai/mcp", "disabled": false, "autoApprove": [] } } }

Gemini CLI

gemini mcp add --scope user --transport http listeningmind https://daas.listeningmind.ai/mcp

Claude Desktop (local config, via mcp-remote) (claude_desktop_config.json)

{
  "mcpServers": {
    "listeningmind": {
      "command": "npx",
      "args": ["-y", "mcp-remote", "https://daas.listeningmind.ai/mcp", "--transport", "http-only"]
    }
  }
}

The same mcp-remote bridge works for any client that only supports stdio servers.

Try it with these free prompts:

1. "Using ListeningMind, why do shoppers in the US hesitate before buying a mattress?"
2. "Using ListeningMind, show me a sample of related searches for running shoes in the US."
3. "Find stored ListeningMind topics about gaming chairs in the US."
4. "What tools does ListeningMind offer, and what do they cost?"

Tools (18)

• Free, no key: why_people_buy, ask, catalog, topic_search, get_sample, estimate_cost
• Key and free credits: claim_free_credits, verify_code, request_key (free), my_account (free, key needed)
• Search data (paid, priced per 1,000 results returned): keyword_info, intent_finder, path_finder, cluster_finder, ai_overview
• Stored topics, 15 intent elements (paid): intent_elements
• Orders: place_order (paid, the quoted price), get_order_result (free, key needed)

whats_new (free) and older tool names (get_quote, find_samples, wait_for_order, order_status, cancel_order, my_balance and others) still answer for existing clients.

Markets: kr (Naver + Google), jp (Google), us (Google, alpha). Pass market on every data call. Call catalog for each tool's price, markets and input schema.

Keys and pricing

• Free tools need no key. For paid tools the agent either calls claim_free_credits with the person's e-mail and then verify_code with the 6-digit code they receive (the key is attached to the chat), or calls request_key and shows the approval link; the person approves it once and sets a monthly Lima budget. Over REST or with a fixed key, send Authorization: Bearer <key> or LM-API-KEY: <key>.

• Prices are in Lima, the ListeningMind usage unit: 10 Lima = USD 1. Data tools are priced by the results a call returns, per 1,000 results (rounded up to a whole 1,000):

  Tool	Lima per 1,000 results
  keyword_info	10 (ad metrics) or 100 (all metrics, 4 years; default)
  intent_finder	20
  path_finder	20 (keywords only) or 400 (with paths; default)
  cluster_finder	20 (keywords only) or 500 (with clusters; default)
  ai_overview (SERP)	300

  The price is set before the call. Call estimate_cost first (free) and pass max_lima; a call never charges above it, and a call with no results is not charged.

• Free plan: every account (the e-mail that approves a key) gets 100 Lima at sign-up, then 20 Lima a month, refilled on the 1st of each month (Korea time), not carried over. All 16 ListeningMind apps and every data tool work on the free plan. why_people_buy answers already-mapped categories free, plus two new categories a day.

• Paid plans: Lite USD 45 a month (1,000 Lima), Pro USD 85 a month (2,500 Lima), Premium USD 199 a month (6,000 Lima). Lima packs for subscribers start at USD 10 for 100 Lima. Prices are proposals until launch. Details: https://daas.listeningmind.ai/en/pricing

• Rate limit: 120 requests per 60 seconds.

Agent skills

Four skills in skills/ run on this server: lm-demand-check, lm-intent-brief, lm-non-customer, lm-three-markets. Each folder has a SKILL.md. Install them with:

npx skills add listeningmind/listeningmind-mcp

They are also available as zip files at https://daas.listeningmind.ai/en/skills.

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한국어

검색량이 아니라, 사는 이유를 드립니다. 리스닝마인드는 AI 에이전트에 실제 검색에서 읽어 낸 인텐트 인텔리전스를 제공합니다. 사람들이 브랜드를 고르기 전에 무엇을, 어떤 순서로, 왜 검색하는지를 검색 경로(키워드 앞뒤에 실제로 한 검색), 인텐트 클러스터(사람들이 카테고리를 나누는 방식), 카테고리 진입점(CEP, 수요가 시작되는 구매 상황)으로 보여 줍니다. 한국과 일본을 지원하고, 미국은 알파 단계입니다(구글, 한국은 네이버 포함).

• MCP 서버 주소: https://daas.listeningmind.ai/mcp. 헤더나 인증 없이 바로 연결됩니다.
• 키 없이 쓰는 무료 도구: why_people_buy, ask, catalog, topic_search, get_sample, estimate_cost.
• 유료 데이터 도구는 리마(Lima)로 과금됩니다. 10리마 = 1달러이고, 호출이 돌려주는 결과 1,000건당 가격입니다: keyword_info 10리마(광고 지표) 또는 100리마(전체 지표), intent_finder 20리마, path_finder 20리마(키워드만) 또는 400리마(경로 포함), cluster_finder 20리마(키워드만) 또는 500리마(클러스터 포함), ai_overview 300리마. 가격은 호출 전에 정해지고, max_lima를 넘겨 과금되지 않으며, 실행 전에 estimate_cost로 무료로 확인할 수 있습니다.
• 무료 요금제: 모든 계정(키를 승인한 이메일)이 가입할 때 100리마, 이후 매월 20리마를 받습니다. 매달 1일(한국 시간)에 다시 채워지고, 남은 리마는 다음 달로 넘어가지 않습니다. 앱 16개와 데이터 도구를 모두 무료 요금제에서 쓸 수 있습니다.
• 유료 요금제: Lite 월 45달러(1,000리마), Pro 월 85달러(2,500리마), Premium 월 199달러(6,000리마). 가격은 출시 전까지 제안 금액입니다.
• 키는 대화 안에서 claim_free_credits(이메일) → verify_code(6자리 코드)로 받거나, request_key로 승인 링크를 받아 사람이 월 리마 예산을 정하면 쓸 수 있습니다.
• 데이터 규모: 미국 약 15억 키워드(알파), 일본 약 7억, 한국 약 4억.
• 클라이언트별 연결 방법은 위 Connect를 참고하세요.

日本語

検索ボリュームではなく、買う理由を。 ListeningMindは、実際の検索から読み取ったインテントインテリジェンスをAIエージェントに提供します。人がブランドを選ぶ前に、何を、どの順番で、なぜ検索するのかを、検索経路（キーワードの前後に実際に行われた検索）、インテントクラスター（人がカテゴリをどう捉えているか）、カテゴリーエントリーポイント（CEP、需要が始まる購買状況）で示します。日本と韓国に対応し、米国はα版です（Google、韓国はNaverも対象）。

• MCPサーバー: https://daas.listeningmind.ai/mcp 。ヘッダーや認証なしで接続できます。
• キー不要の無料ツール: why_people_buy、ask、catalog、topic_search、get_sample、estimate_cost。
• 有料データツールはLima（リマ）で課金されます。10リマ＝1米ドルで、呼び出しが返す結果1,000件あたりの価格です: keyword_info 10リマ（広告指標）または100リマ（全指標）、intent_finder 20リマ、path_finder 20リマ（キーワードのみ）または400リマ（経路つき）、cluster_finder 20リマ（キーワードのみ）または500リマ（クラスターつき）、ai_overview 300リマ。価格は呼び出し前に決まり、max_limaを超えて課金されることはなく、estimate_costで実行前に無料で確認できます。
• 無料プラン: すべてのアカウント（キーを承認したメール）に登録時100リマ、その後毎月20リマを付与します。毎月1日（韓国時間）に補充され、残りは翌月に繰り越しません。16のアプリとすべてのデータツールを無料プランで使えます。
• 有料プラン: Lite 月45米ドル（1,000リマ）、Pro 月85米ドル（2,500リマ）、Premium 月199米ドル（6,000リマ）。金額はローンチまで案です。
• キーはチャット内でclaim_free_credits（メール）→verify_code（6桁のコード）で取得するか、request_keyの承認リンクで担当者が月間Lima予算を設定すると使えます。
• データ規模: 米国約15億キーワード（α版）、日本約7億、韓国約4億。
• クライアント別の接続方法は上の Connect をご覧ください。

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Publisher and support

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Repository: https://github.com/listeningmind/listeningmind-mcp · License: MIT