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AI Tools Directory

Registre officiel Recherche et web

Curated index of 221 AI tools across 21 industries. Search by use case, department or pricing tier.

Code source Site web Documentation

Que pouvez-vous faire avec AI Tools Directory ?

  • Endpoint: https://ai-tools-mcp.toolboxes.top/mcp
  • Transport: Streamable HTTP (JSON-RPC 2.0)
  • Auth: none
  • Source data: ai.toolboxes.top

Installation

Ajoutez ceci à la configuration MCP de votre client (Claude Desktop : claude_desktop_config.json ; Cursor : .cursor/mcp.json ; VS Code et les autres utilisent la même forme « mcpServers »).

Remote (streamable-http)
Claude Code 
claude mcp add --transport http ai-tools-directory 'https://ai-tools-mcp.toolboxes.top/mcp'
Configuration JSON (Claude Desktop, Cursor, VS Code) 
{
    "mcpServers": {
        "ai-tools-directory": {
            "type": "http",
            "url": "https://ai-tools-mcp.toolboxes.top/mcp"
        }
    }
}

Documentation

Tirée du README du projet sur GitHub, actualisée chaque semaine. Les liens ouvrent GitHub.

Sommaire
  1. AI Tools Directory — MCP server
  2. Quick connect
  3. Tools
  4. Resources
  5. Example
  6. Data quality — please read
  7. Self-host
  8. Notes on the deployment
  9. License

AI Tools Directory — MCP server

A remote MCP server exposing a curated index of 221 AI tools across 21 industry departments, so AI assistants can look up, filter and shortlist tools instead of guessing.

  • Endpoint: https://ai-tools-mcp.toolboxes.top/mcp
  • Transport: Streamable HTTP (JSON-RPC 2.0)
  • Auth: none
  • Source data: ai.toolboxes.top

Quick connect

Claude Desktop / Claude Code
{
  "mcpServers": {
    "ai-tools-directory": {
      "type": "http",
      "url": "https://ai-tools-mcp.toolboxes.top/mcp"
    }
  }
}
Cursor — .cursor/mcp.json

Same structure as above.

Any client
POST https://ai-tools-mcp.toolboxes.top/mcp
Content-Type: application/json

{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":"2025-06-18","capabilities":{},"clientInfo":{"name":"my-client","version":"1.0"}}}

Tools

ToolWhat it does
search_ai_toolsFree-text search across names, descriptions and tags; filter by department and/or pricing (free / freemium / paid)
get_ai_toolFull record for one tool by name. Exact match first, then fuzzy; returns suggestions when there's no match
list_departmentsAll 21 departments with their tool counts
find_free_ai_toolsTools with a free tier, filterable by requires_no_credit_card, has_free_plan, has_api_on_free
directory_statsCounts, pricing distribution, free-tier coverage

Resources

URIContents
aitools://directoryFull dataset as JSON (221 tools)
aitools://free-tierSubset with free-tier facts
aitools://departmentsDepartment list

Example

{
  "jsonrpc": "2.0", "id": 2, "method": "tools/call",
  "params": { "name": "search_ai_tools", "arguments": { "department": "legal", "pricing": "freemium", "limit": 3 } }
}
**Harvey** — Legal · paid
...

Data quality — please read

  • The directory is reliable. Name, URL, department, pricing tier, description and tags are human-maintained and reviewed.
  • freeTier is NOT verified. It is regex-extracted from vendor pages and has known failure modes: some tools return a login wall instead of a pricing page, and the extractor can't always tell "free tier needs no card" from "paid plans need a card".
    • The server drops contradictory signals rather than guessing.
    • The server's instructions require any assistant using freeTier to tell the user it is auto-detected and may be outdated.
    • Coverage is ~87% of tools reachable; of those, about half yielded a usable signal.
  • A missing freeTier field means "no data", not "no free tier."

If you find wrong free-tier data, please open an issue — that's exactly the feedback needed to improve the extractor.

Self-host

The server is a single Cloudflare Worker with no dependencies.

npm install
node build-dataset.mjs          # regenerate dataset.json (edit it, or point it at your own data)
npx wrangler deploy

Requires CLOUDFLARE_ACCOUNT_ID and CLOUDFLARE_API_TOKEN in the environment — do not commit them.

node test.mjs https://ai-tools-mcp.toolboxes.top   # 36 end-to-end assertions

To run locally:

npx wrangler dev --port 8791
node test.mjs http://127.0.0.1:8791

Notes on the deployment

  • workers.dev hostnames are blocked by the GFW, so the canonical hostname is ai-tools-mcp.toolboxes.top (a Cloudflare custom domain on the Worker).
  • The endpoint is served directly from a Worker; there is no origin server.

License

Code: MIT. Dataset: CC BY 4.0 — free to use with attribution to ai.toolboxes.top.

Questions fréquentes

Qu'est-ce que AI Tools Directory ?

Curated index of 221 AI tools across 21 industries. Search by use case, department or pricing tier.

Comment installer AI Tools Directory ?

Il fonctionne comme serveur distant. Dans Claude Code : claude mcp add --transport http ai-tools-directory 'https://ai-tools-mcp.toolboxes.top/mcp'. Pour les autres clients, collez la configuration JSON de cette page dans leurs réglages MCP.

Faut-il une clé API pour AI Tools Directory ?

Son entrée au registre n'indique aucune clé ni secret obligatoire. Certaines fonctions peuvent tout de même demander un compte auprès du service auquel il se connecte.

AI Tools Directory est-il open source ?

Son code est public sur GitHub, mais le dépôt ne déclare pas de licence standard.

Qui maintient AI Tools Directory ?

Il est publié par renhongtao2-cell. AI.tn le référence sans le maintenir ni le recommander.

Issu du registre MCP officiel. Être listé n'est pas une recommandation : vérifiez le code et les permissions d'un serveur avant de lui donner accès à vos données.