FindAIforWork Directory について
FindAIforWork Directoryは、研究、執筆、分析、デザイン、業務運営向けAIソフトウェアを掲載する、人が審査したディレクトリです。公開の読み取り専用MCPサーバーでは、アカウントやAPIキーなしで検索、閲覧、分類、比較できます。
主な機能
- 01テキスト、カテゴリ、料金で掲載情報を検索
- 02詳細な掲載情報と関連ツールを取得
- 03有効なカテゴリを一覧表示
- 042~5件のツールを比較
- 05認証不要の読み取り専用アクセス
活用シーン
- 01特定の業務に役立つAIツールを探す
- 02カテゴリや料金モデルで候補を絞り込む
- 03選定前に候補製品を比較
- 04業務カテゴリ内のツールを調べる
MCP 対応
公開のステートレスなStreamable HTTP MCPサーバーは、掲載情報の検索・取得、カテゴリ一覧、製品比較のツールを提供します。認証は不要で、データの書き込みは行いません。
設定
リモートサーバーはインストール不要です。クライアントを選んで設定をコピーするか、ワンクリックで導入できます。
https://findaiforwork.com/mcpclaude mcp add --transport http brand-lc-findaiforwork https://findaiforwork.com/mcp{"mcpServers":{"brand-lc-findaiforwork":{"type":"http","url":"https://findaiforwork.com/mcp"}}}Cursor で開く{"servers":{"brand-lc-findaiforwork":{"type":"http","url":"https://findaiforwork.com/mcp"}}}VS Code で開く{"mcpServers":{"brand-lc-findaiforwork":{"type":"http","url":"https://findaiforwork.com/mcp"}}}{"mcpServers":{"brand-lc-findaiforwork":{"serverUrl":"https://findaiforwork.com/mcp"}}}コマンドはターミナルで実行し、JSON は各クライアントの MCP 設定に貼り付けて再起動します。認可が必要なサーバーは初回接続時にログインを求めます。
ツール
README(原文)English
プロジェクトの README よりこの README の日本語訳はまだありません。以下は英語の原文です。日本語の紹介はページ上部をご覧ください。
FindAIforWork — a curated directory of AI tools for productive work
findaiforwork.com · Find AI tools built for better work.
FindAIforWork is an independent directory of AI software for productive work. Every listing is reviewed before it goes live, organized by the job it helps you do, and written to explain what the product actually does rather than what it claims. The directory is intentionally focused on useful AI software for research, writing, analysis, design, and operations — not a general software catalog.
Curated software for research, writing, analysis, design, and operations.
What you can do
- Browse reviewed AI tools — findaiforwork.com/tools
- Filter by workflow or price model — narrow the catalog by category, pricing model, or newest approval.
- Compare before you commit — every detail page links to the product's official website and pricing, and includes related tools plus a dedicated alternatives page.
- Submit your own product — a three-step wizard with AI autofill drafts the listing from your website, and you review every field before publishing.
Categories
Eleven focused categories, each organized around a kind of work:
- AI Assistants & Search — answer engines, research copilots, and general-purpose assistants
- Writing & Content — drafting, editing, and localization without losing voice
- Design & Image — image generation, art direction, and visual production
- Video & Animation — generating, editing, localizing, and animating video
- Audio & Voice — voice, music, transcription, and sound production
- Developer Tools — AI-native editors, agents, and build helpers
- Productivity & Meetings — notes, decks, meeting memory, and focused work
- Research & Data — evidence, scientific research, notebooks, and analysis
- Marketing & Sales — campaigns, enrichment, outbound, and growth operations
- Automation & Agents — workflow orchestration and agents that act across your stack
- Customer Support — support agents, helpdesks, and resolution systems
For AI tool makers
Submit a product at findaiforwork.com/submit. There are three one-time listing plans and no subscriptions:
| Plan | Price | What you get |
|---|---|---|
| Free | $0 | A dofollow listing on the detail page in exchange for a verified FindAIforWork backlink on your product homepage. Published after human review. |
| Basic | $9.90 one-time | A dofollow listing without a homepage backlink. Published once payment is confirmed. |
| Pro | $29.90 one-time | Everything in Basic, plus a Featured badge and section, a featured homepage placement with first-screen priority for 30 days, and a rotating Sponsored sidebar slot while the plan is active. |
- Each plan is a one-time payment for one product. There are no renewals or recurring charges.
- Free listings require a visible backlink on the product homepage and pass human review.
- Paid listings publish automatically once the payment provider confirms the payment.
- Official website links from listings are dofollow. Maker social links are nofollow, and links inside descriptions are not allowed.
- "Autofill with AI" reads the product's homepage and pricing page and drafts the listing; the maker reviews and edits every field.
- FindAIforWork makes no promises about domain rating, indexing, rankings, traffic, or sales.
How listings are reviewed
- Listings are reviewed by a person before publication.
- AI-assisted descriptions use only the product's official website text. The directory does not invent facts, features, or prices.
- Paid placement — Featured and Sponsored — is kept separate from natural discovery. Featured means paid promotion, and it never changes natural rankings.
- Owners can edit their listing, respond to review feedback, hide it, or request a refund from the dashboard.
Machine-readable and AI-friendly
The site publishes agent guides and Markdown versions of its public pages:
- llms.txt and llms-full.txt
- index.md, categories.md, submit.md, pricing.md, about.md, methodology.md
- Every listing has a Markdown page at
/tools/{slug}.mdand an alternatives page.
MCP server
The reviewed catalog is also available to AI assistants over the Model Context Protocol. The server is public and read-only: no account, no API key, and nothing is written.
| Endpoint | https://findaiforwork.com/mcp |
| Transport | Streamable HTTP, stateless (POST with JSON-RPC; GET returns 405) |
| Authentication | None |
| Registry name | io.github.brand-lc/findaiforwork |
Tools
| Tool | What it does | Inputs |
|---|---|---|
search_tools | Search published listings by text, category or pricing model | query?, category?, pricing? (FREE, FREEMIUM, PAID, OPEN_SOURCE, CONTACT_SALES), sort? (latest, trending, az), limit? (1-25, default 10) |
get_tool | One full public listing: Markdown description, secondary categories and five related tools | slug |
list_categories | Every active category with its slug, description and listing count | none |
compare_tools | Two to five listings side by side; unknown slugs come back in missing | slugs (2-5) |
Every result includes the canonical page URL and the product's official website, so an assistant can cite both. query is a plain substring match on name, tagline, description and maker, so short keywords work best. A listing with an active paid Pro plan carries featured: true; the flag never changes the order of results.
Connect a client
Claude Code:
claude mcp add --transport http findaiforwork https://findaiforwork.com/mcp
Cursor (.cursor/mcp.json):
{ "mcpServers": { "findaiforwork": { "url": "https://findaiforwork.com/mcp" } } }
VS Code (.vscode/mcp.json):
{ "servers": { "findaiforwork": { "type": "http", "url": "https://findaiforwork.com/mcp" } } }
Any other client that supports remote MCP servers: add https://findaiforwork.com/mcp as a custom (remote) server. Clients that only speak stdio can use a bridge such as npx -y mcp-remote https://findaiforwork.com/mcp.
Example prompts
- "Which AI tools handle meeting notes? Show only free or freemium ones."
- "List the categories, then show me what is in the customer support one."
- "Compare the first two results side by side."
Limits and privacy
search_tools returns at most 25 results per call. The server itself keeps no sessions and never reads cookies. Requests are rate limited per IP address, in memory.
Questions: [email protected]
About FindAIforWork
Read more about the directory at findaiforwork.com/about and the editorial approach at findaiforwork.com/methodology.
Questions about a listing, an order, or a review decision: [email protected].
コメント
AI アプリケーションが外部のツールやデータソースに統一的な方法で接続するためのオープンなプロトコルです。クライアントはモデルとの対話を担い、MCP サーバーはツール・リソース・プロンプトテンプレートを提供します。標準メッセージでやり取りするため、1 つのサーバーを複数のクライアントで再利用できます。